From c4dc61e9388033abae631bb3a8ea645f7408b8a1 Mon Sep 17 00:00:00 2001 From: rjcorb Date: Fri, 3 May 2024 20:50:40 +0000 Subject: [PATCH 01/10] add UMAP script --- .../molecular-subtyping-MB/06-mb-shh-umap.Rmd | 132 ++++++++++++++++++ .../plot/umap_mb_shh.tiff | Bin 0 -> 5940204 bytes 2 files changed, 132 insertions(+) create mode 100644 analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh.tiff diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd new file mode 100644 index 0000000000..6c5833ff41 --- /dev/null +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -0,0 +1,132 @@ +--- +title: 'Create MB SHH methylation UMAP' +output: + html_document: + toc: TRUE +toc_float: TRUE +author: Ryan Corbett +date: "2024" +--- + +Load libraries and set directory paths +```{r} +suppressPackageStartupMessages({ + library(tidyverse) + library(umap) + library(ggplot2) + library(devtools) + library(gdata) +}) + +root_dir <- rprojroot::find_root(rprojroot::has_dir(".git")) + +data_dir <- file.path(root_dir, "data") +analysis_dir <- file.path(root_dir, "analyses", "molecular-subtyping-MB") +results_dir <- file.path(analysis_dir, "results") +input_dir <- file.path(analysis_dir, "input") +plots_dir <- file.path(analysis_dir, "plot") +``` + +Set file paths +```{r} +hist_file <- file.path(data_dir, "histologies.tsv") +methyl_file <- file.path(data_dir, "v14", "methyl-beta-values.rds") +mb_shh_file <- file.path(results_dir, "mb_shh_subtypes_w_molecular_data.tsv") +``` + +Wrangle data +```{r get methyl ids} +hist <- read_tsv(hist_file) + +mb_shh_subtypes <- read_tsv(mb_shh_file) +``` + +Filter hist for mb shh methyl samples, and append to subtype df +```{r} +hist_mb_methyl <- hist %>% + dplyr::filter(pathology_diagnosis == "Medulloblastoma", + molecular_subtype == "MB, SHH", + experimental_strategy == "Methylation") %>% + dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID) + +mb_shh_subtypes <- read_tsv(mb_shh_file) %>% + left_join(hist_mb_methyl %>% + dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)) %>% + dplyr::filter(!is.na(Kids_First_Biospecimen_ID_methyl)) %>% + distinct(match_id, Kids_First_Biospecimen_ID_methyl, .keep_all = TRUE) %>% + # redefine un-subtyped samples as "unk" + dplyr::mutate(molecular_subtype = case_when( + molecular_subtype == "MB, SHH" ~ "MB, SHH unk", + TRUE ~ molecular_subtype + )) %>% + dplyr::mutate(molecular_subtype = fct_relevel(molecular_subtype, + c("MB, SHH alpha", "MB, SHH beta", + "MB, SHH gamma", "MB, SHH delta", + "MB, SHH unk"))) +``` + +Get number of samples by MB SHH subtype +```{r} +table(mb_shh_subtypes$SHH_subtype) +``` + +Load methylation data and filter for ids in `mb_shh_subtypes` +```{r load methyl} +methyl <- readRDS(methyl_file) + +methyl <- methyl[,colnames(methyl) %in% c("Probe_ID", mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl)] + +methyl <- methyl %>% + distinct(Probe_ID, .keep_all = TRUE) %>% + column_to_rownames("Probe_ID") +``` + +Identify 10k most variable probes among samples +```{r} +methyl_var <- apply(methyl, 1, var, na.rm = TRUE) + +var_probes <- names(sort(methyl_var, decreasing = TRUE)[1:10000]) +``` + +Generate UMAP df +```{r} +set.seed(2024) + +umap_results <- umap::umap(t(methyl[var_probes, ])) +umap_plot_df <- data.frame(umap_results$layout) %>% + tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% + inner_join(mb_shh_subtypes) + +umap_plot_df <- umap_plot_df %>% + dplyr::mutate(age_range = case_when( + age_at_diagnosis_years <= 5 ~ "0-5", + age_at_diagnosis_years <= 10 ~ "5-10", + age_at_diagnosis_years <= 15 ~ "10-15", + TRUE ~ ">15" + )) %>% + dplyr::mutate(age_range = fct_relevel(age_range, + c("0-5", "5-10", + "10-15", ">15"))) +``` + +Plot UMAP with molecular subtype and age range +```{r} +umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype, + size = age_range)) + + geom_point(alpha = 0.7) + + labs(color = "molecular subtype", + size = "age range (years)") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + + # colors to match subtypes in Garcia-Lopez 2020 review + scale_color_manual(values = c("aquamarine3", "goldenrod2", + "royalblue1", "plum4", + "gray")) + +ggsave(file.path(plots_dir, "umap_mb_shh.tiff"), + width = 5.5, height = 4) +``` diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_shh.tiff b/analyses/molecular-subtyping-MB/plot/umap_mb_shh.tiff new file mode 100644 index 0000000000000000000000000000000000000000..e5f39176fa8136a1312286e222904c9ef4c76702 GIT binary patch literal 5940204 zcmeFaX>1i)pWh!%^h8mjj3On9B25%2QKXC}N|fj?MM|WZHzQ3nk&;NGOq9&4XrySK zUU+(;X`s7lx*MAArrAxiH~YRAV`DHFv+tYnz8ixvUctuT9rOG@b&sj%_Fd}My|>O? z;ES%V>Qw(x%>aEu@w9UX7w21SFG0#ZNs_>RU>pm9%=CM5f=YCgTy?SM|Md#e_Z65V-a&ppLv>Z%LP32MNbHA(ZYk>uv`@PMh9`b?> 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z009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{ z1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009IL zKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~ z0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY** z5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0009ILKmY**5I_I{1Q0*~0R#|0 z009ILKmY**5I_I{1Q0*~0R#|0z@@-Br=9ktGfw-`X{Vj`*q3E-VEN;JI_ Date: Mon, 6 May 2024 15:57:05 +0000 Subject: [PATCH 02/10] add UMAPs for other MB subtypes, additional SHH features --- .../molecular-subtyping-MB/06-mb-shh-umap.Rmd | 210 ++++- .../06-mb-shh-umap.html | 792 ++++++++++++++++++ .../figure-html/unnamed-chunk-7-1.png | Bin 0 -> 101007 bytes .../molecular-subtyping-MB/plot/umap_mb.tiff | Bin 0 -> 5197704 bytes .../plot/umap_mb_group3.tiff | Bin 0 -> 5940204 bytes .../plot/umap_mb_group34.tiff | Bin 0 -> 5197704 bytes .../plot/umap_mb_group4.tiff | Bin 0 -> 5940204 bytes .../plot/umap_mb_shh.tiff | Bin 5940204 -> 5197704 bytes .../plot/umap_mb_shh_cn_status.tiff | Bin 0 -> 11880204 bytes .../plot/umap_mb_shh_methylation_subtype.tiff | Bin 0 -> 5197704 bytes .../plot/umap_mb_wnt.tiff | Bin 0 -> 5197704 bytes 11 files changed, 990 insertions(+), 12 deletions(-) create mode 100644 analyses/molecular-subtyping-MB/06-mb-shh-umap.html create mode 100644 analyses/molecular-subtyping-MB/06-mb-shh-umap_files/figure-html/unnamed-chunk-7-1.png create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group3.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group34.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group4.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_cn_status.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_subtype.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_wnt.tiff diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd index 6c5833ff41..79c53052b0 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -45,7 +45,6 @@ Filter hist for mb shh methyl samples, and append to subtype df ```{r} hist_mb_methyl <- hist %>% dplyr::filter(pathology_diagnosis == "Medulloblastoma", - molecular_subtype == "MB, SHH", experimental_strategy == "Methylation") %>% dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID) @@ -74,30 +73,102 @@ Load methylation data and filter for ids in `mb_shh_subtypes` ```{r load methyl} methyl <- readRDS(methyl_file) -methyl <- methyl[,colnames(methyl) %in% c("Probe_ID", mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl)] +mb_methyl <- methyl[,colnames(methyl) %in% c("Probe_ID", hist_mb_methyl$Kids_First_Biospecimen_ID_methyl)] -methyl <- methyl %>% +mb_methyl <- mb_methyl %>% distinct(Probe_ID, .keep_all = TRUE) %>% column_to_rownames("Probe_ID") ``` -Identify 10k most variable probes among samples +Identify 10k most variable probes among MB samples ```{r} -methyl_var <- apply(methyl, 1, var, na.rm = TRUE) +mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE) -var_probes <- names(sort(methyl_var, decreasing = TRUE)[1:10000]) +mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:10000]) +``` + +```{r} +set.seed(2024) + +mb_umap_results <- umap::umap(t(mb_methyl[mb_var_probes, ])) +mb_umap_plot_df <- data.frame(mb_umap_results$layout) %>% + tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% + left_join(hist_mb_methyl) +``` + +Plot UMAP with molecular subtype and age range +```{r} +mb_umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype)) + + geom_point(alpha = 0.7) + + labs(color = "molecular subtype") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + +ggsave(file.path(plots_dir, "umap_mb.tiff"), + width = 5.5, height = 3.5) +``` + +Identify 10k most variable probes among MB samples +```{r} +g34_samples <- hist_mb_methyl %>% + dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>% + pull(Kids_First_Biospecimen_ID_methyl) + +mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE) + +mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:10000]) +``` + +```{r} +set.seed(2024) + +mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples])) +mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>% + tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% + left_join(hist_mb_methyl) +``` + +Plot UMAP with molecular subtype and age range +```{r} +mb_g34_umap_plot_df %>% + dplyr::filter(grepl("MB_G34", dkfz_v12_methylation_subclass)) %>% + ggplot(aes(x = X1, + y = X2, + color = dkfz_v12_methylation_subclass, + shape = molecular_subtype)) + + geom_point(alpha = 0.7) + + labs(color = "methylation subtype", + shape = "molecular subtype") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + +ggsave(file.path(plots_dir, "umap_mb_group34.tiff"), + width = 5.5, height = 3.5) +``` + + +Identify 10k most variable probes among MB SHH samples +```{r} +mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE) + +mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:10000]) ``` Generate UMAP df ```{r} set.seed(2024) -umap_results <- umap::umap(t(methyl[var_probes, ])) -umap_plot_df <- data.frame(umap_results$layout) %>% +mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl])) +mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>% tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% inner_join(mb_shh_subtypes) -umap_plot_df <- umap_plot_df %>% +mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>% dplyr::mutate(age_range = case_when( age_at_diagnosis_years <= 5 ~ "0-5", age_at_diagnosis_years <= 10 ~ "5-10", @@ -106,12 +177,28 @@ umap_plot_df <- umap_plot_df %>% )) %>% dplyr::mutate(age_range = fct_relevel(age_range, c("0-5", "5-10", - "10-15", ">15"))) + "10-15", ">15"))) %>% + dplyr::mutate(consensus_CN_MYCN = case_when( + is.na(consensus_CN_MYCN) ~ "neutral", + TRUE ~ consensus_CN_MYCN + )) %>% + dplyr::mutate(consensus_CN_GLI2 = case_when( + is.na(consensus_CN_GLI2) ~ "neutral", + TRUE ~ consensus_CN_GLI2 + )) %>% + dplyr::mutate(consensus_CN_CCND2 = case_when( + is.na(consensus_CN_CCND2) ~ "neutral", + TRUE ~ consensus_CN_CCND2 + )) %>% + dplyr::mutate(consensus_CN_PTEN = case_when( + is.na(consensus_CN_PTEN) ~ "neutral", + TRUE ~ consensus_CN_PTEN + )) ``` Plot UMAP with molecular subtype and age range ```{r} -umap_plot_df %>% +mb_shh_umap_plot_df %>% ggplot(aes(x = X1, y = X2, color = molecular_subtype, @@ -128,5 +215,104 @@ umap_plot_df %>% "gray")) ggsave(file.path(plots_dir, "umap_mb_shh.tiff"), - width = 5.5, height = 4) + width = 5.5, height = 3.5) +``` + +Plot UMAP with molecular subtype and age range +```{r} +mb_shh_umap_plot_df %>% + dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>% + + ggplot(aes(x = X1, + y = X2, + color = dkfz_v12_methylation_subclass_collapsed, + alpha = dkfz_v12_methylation_subclass_score_mean)) + + geom_point(size = 3) + + labs(color = "methylation subtype", + alpha = "methylation subtype score") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + + # colors to match subtypes in Garcia-Lopez 2020 review + scale_color_manual(values = c("goldenrod2", "royalblue1", + "aquamarine3", "plum4")) + +ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.tiff"), + width = 5.5, height = 3.5) +``` + + +```{r} + +umap_plot_cn_df <- mb_shh_umap_plot_df %>% + dplyr::select(molecular_subtype, X1, X2, + consensus_CN_MYCN, + consensus_CN_GLI2, + consensus_CN_CCND2, + consensus_CN_PTEN) %>% + dplyr::rename(MCYN = consensus_CN_MYCN, + GLI2 = consensus_CN_GLI2, + CCND2 = consensus_CN_CCND2, + PTEN = consensus_CN_PTEN) %>% + gather(key = "gene_name", value = "CN_status", + -molecular_subtype, -X1, -X2) + + +umap_plot_cn_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype, + shape = CN_status)) + + geom_point(alpha = 0.7, size = 3) + + labs(color = "methylation subtype", + shape = "CN status") + + facet_wrap(~gene_name, nrow = 2) + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + + # colors to match subtypes in Garcia-Lopez 2020 review + scale_color_manual(values = c("aquamarine3", "goldenrod2", + "royalblue1", "plum4", + "gray")) + +ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.tiff"), + width = 8, height = 5.5) +``` + + +Identify 10k most variable probes among MB samples +```{r} +wnt_samples <- hist_mb_methyl %>% + dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>% + pull(Kids_First_Biospecimen_ID_methyl) + +mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE) + +mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:10000]) +``` + +```{r} +set.seed(2024) + +mb_wnt_umap_results <- umap::umap(t(mb_methyl[mb_wnt_var_probes, colnames(mb_methyl) %in% wnt_samples])) +mb_wnt_umap_plot_df <- data.frame(mb_wnt_umap_results$layout) %>% + tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% + left_join(hist_mb_methyl) + +``` + +Plot UMAP with molecular subtype and age range +```{r} +mb_wnt_umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = dkfz_v12_methylation_subclass)) + + geom_point(alpha = 0.7, size = 3) + + labs(color = "methylation subtype") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + +ggsave(file.path(plots_dir, "umap_mb_wnt.tiff"), + width = 5.5, height = 3.5) ``` diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html new file mode 100644 index 0000000000..ed921dd7e3 --- /dev/null +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -0,0 +1,792 @@ + + + + + + + + + + + + + + + +Create MB SHH methylation UMAP + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + +
+
+
+
+
+ +
+ + + + + + + +

Load libraries and set directory paths

+
suppressPackageStartupMessages({
+  library(tidyverse)
+  library(umap)
+  library(ggplot2)
+  library(devtools)
+  library(gdata)
+})
+
+root_dir <- rprojroot::find_root(rprojroot::has_dir(".git"))
+
+data_dir <- file.path(root_dir, "data")
+analysis_dir <- file.path(root_dir, "analyses", "molecular-subtyping-MB")
+results_dir <- file.path(analysis_dir, "results")
+input_dir <- file.path(analysis_dir, "input")
+plots_dir <- file.path(analysis_dir, "plot")
+

Set file paths

+
hist_file <- file.path(data_dir, "histologies.tsv")
+methyl_file <- file.path(data_dir, "v14", "methyl-beta-values.rds")
+mb_shh_file <- file.path(results_dir, "mb_shh_subtypes_w_molecular_data.tsv")
+

Wrangle data

+
hist <- read_tsv(hist_file)
+
## Rows: 47895 Columns: 66
+## ── Column specification ─────────────────────────────────────────────────────────
+## Delimiter: "\t"
+## chr (45): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, sample_id, a...
+## dbl (21): cell_line_passage, OS_days, EFS_days, age_at_diagnosis_days, age_a...
+## 
+## ℹ Use `spec()` to retrieve the full column specification for this data.
+## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
+
mb_shh_subtypes <- read_tsv(mb_shh_file)
+
## Rows: 265 Columns: 60
+## ── Column specification ─────────────────────────────────────────────────────────
+## Delimiter: "\t"
+## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
+## 
+## ℹ Use `spec()` to retrieve the full column specification for this data.
+## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
+

Filter hist for mb shh methyl samples, and append to subtype df

+
hist_mb_methyl <- hist %>%
+  dplyr::filter(pathology_diagnosis == "Medulloblastoma",
+                experimental_strategy == "Methylation") %>%
+  dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID)
+
+mb_shh_subtypes <- read_tsv(mb_shh_file) %>%
+  left_join(hist_mb_methyl %>%
+              dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)) %>%
+  dplyr::filter(!is.na(Kids_First_Biospecimen_ID_methyl)) %>%
+  distinct(match_id, Kids_First_Biospecimen_ID_methyl, .keep_all = TRUE) %>%
+  # redefine un-subtyped samples as "unk"
+  dplyr::mutate(molecular_subtype = case_when(
+    molecular_subtype == "MB, SHH" ~ "MB, SHH unk",
+    TRUE ~ molecular_subtype
+  )) %>%
+  dplyr::mutate(molecular_subtype = fct_relevel(molecular_subtype,
+                                               c("MB, SHH alpha", "MB, SHH beta",
+                                                 "MB, SHH gamma", "MB, SHH delta",
+                                                 "MB, SHH unk")))
+
## Rows: 265 Columns: 60
+## ── Column specification ─────────────────────────────────────────────────────────
+## Delimiter: "\t"
+## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
+## 
+## ℹ Use `spec()` to retrieve the full column specification for this data.
+## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
+## Joining with `by = join_by(match_id)`
+
## Warning in left_join(., hist_mb_methyl %>% dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)): Detected an unexpected many-to-many relationship between `x` and `y`.
+## ℹ Row 35 of `x` matches multiple rows in `y`.
+## ℹ Row 226 of `y` matches multiple rows in `x`.
+## ℹ If a many-to-many relationship is expected, set `relationship =
+##   "many-to-many"` to silence this warning.
+

Get number of samples by MB SHH subtype

+
table(mb_shh_subtypes$SHH_subtype)
+
## 
+## SHH_alpha  SHH_beta SHH_delta SHH_gamma 
+##         8        13        12        12
+

Load methylation data and filter for ids in +mb_shh_subtypes

+
methyl <- readRDS(methyl_file)
+
+mb_methyl <- methyl[,colnames(methyl) %in% c("Probe_ID", hist_mb_methyl$Kids_First_Biospecimen_ID_methyl)]
+
+mb_methyl <- mb_methyl %>%
+  distinct(Probe_ID, .keep_all = TRUE) %>%
+  column_to_rownames("Probe_ID")
+

Identify 10k most variable probes among MB samples

+
mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE)
+
+mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:10000])
+
set.seed(2024)
+
+mb_umap_results <- umap::umap(t(mb_methyl[mb_var_probes, ]))
+mb_umap_plot_df <- data.frame(mb_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  left_join(hist_mb_methyl)
+
## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`
+

Plot UMAP with molecular subtype and age range

+
mb_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") 
+

+
ggsave(file.path(plots_dir, "umap_mb.tiff"),
+       width = 5.5, height = 3.5)
+

Identify 10k most variable probes among MB samples

+
g34_samples <- hist_mb_methyl %>%
+  dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>%
+  pull(Kids_First_Biospecimen_ID_methyl)
+
+mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE)
+
+mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:10000])
+
set.seed(2024)
+
+mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
+mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  left_join(hist_mb_methyl)
+
## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`
+

Plot UMAP with molecular subtype and age range

+
mb_g34_umap_plot_df %>%
+  dplyr::filter(grepl("MB_G34", dkfz_v12_methylation_subclass))  %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = dkfz_v12_methylation_subclass,
+             shape = molecular_subtype)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "methylation subtype",
+       shape = "molecular subtype") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") 
+

+
ggsave(file.path(plots_dir, "umap_mb_group34.tiff"),
+       width = 5.5, height = 3.5)
+

Identify 10k most variable probes among MB SHH samples

+
mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
+
+mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:10000])
+

Generate UMAP df

+
set.seed(2024)
+
+mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
+mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  inner_join(mb_shh_subtypes)
+
## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`
+
mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>%
+  dplyr::mutate(age_range = case_when(
+    age_at_diagnosis_years <= 5 ~ "0-5",
+    age_at_diagnosis_years <= 10 ~ "5-10",
+    age_at_diagnosis_years <= 15 ~ "10-15",
+    TRUE ~ ">15"
+  )) %>%
+  dplyr::mutate(age_range = fct_relevel(age_range,
+                                        c("0-5", "5-10",
+                                          "10-15", ">15"))) %>%
+  dplyr::mutate(consensus_CN_MYCN = case_when(
+    is.na(consensus_CN_MYCN) ~ "neutral",
+    TRUE ~ consensus_CN_MYCN
+  )) %>%
+    dplyr::mutate(consensus_CN_GLI2 = case_when(
+    is.na(consensus_CN_GLI2) ~ "neutral",
+    TRUE ~ consensus_CN_GLI2
+  )) %>%
+    dplyr::mutate(consensus_CN_CCND2 = case_when(
+    is.na(consensus_CN_CCND2) ~ "neutral",
+    TRUE ~ consensus_CN_CCND2
+  )) %>%
+    dplyr::mutate(consensus_CN_PTEN = case_when(
+    is.na(consensus_CN_PTEN) ~ "neutral",
+    TRUE ~ consensus_CN_PTEN
+  ))
+

Plot UMAP with molecular subtype and age range

+
mb_shh_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             size = age_range)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype",
+       size = "age range (years)") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
+                                "royalblue1", "plum4",
+                                "gray"))
+
## Warning: Using size for a discrete variable is not advised.
+

+
ggsave(file.path(plots_dir, "umap_mb_shh.tiff"),
+       width = 5.5, height = 3.5)
+
## Warning: Using size for a discrete variable is not advised.
+

Plot UMAP with molecular subtype and age range

+
mb_shh_umap_plot_df %>%
+  dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>%
+  
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = dkfz_v12_methylation_subclass_collapsed,
+             alpha = dkfz_v12_methylation_subclass_score_mean)) +
+  geom_point(size = 3) +
+  labs(color = "methylation subtype",
+       alpha = "methylation subtype score") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c("goldenrod2", "royalblue1",
+                                "aquamarine3", "plum4"))
+

+
ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.tiff"),
+       width = 5.5, height = 3.5)
+
umap_plot_cn_df <- mb_shh_umap_plot_df %>%
+  dplyr::select(molecular_subtype, X1, X2,
+                consensus_CN_MYCN,
+                consensus_CN_GLI2,
+                consensus_CN_CCND2,
+                consensus_CN_PTEN) %>%
+  dplyr::rename(MCYN = consensus_CN_MYCN,
+                GLI2 = consensus_CN_GLI2,
+                CCND2 = consensus_CN_CCND2,
+                PTEN = consensus_CN_PTEN) %>%
+  gather(key = "gene_name", value = "CN_status",
+         -molecular_subtype, -X1, -X2)
+
+
+umap_plot_cn_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = CN_status)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = "methylation subtype",
+       shape = "CN status") +
+  facet_wrap(~gene_name, nrow = 2) +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
+                                "royalblue1", "plum4",
+                                "gray"))
+

+
ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.tiff"),
+       width = 8, height = 5.5)
+

Identify 10k most variable probes among MB samples

+
wnt_samples <- hist_mb_methyl %>%
+  dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>%
+  pull(Kids_First_Biospecimen_ID_methyl)
+
+mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE)
+
+mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:10000])
+
set.seed(2024)
+
+mb_wnt_umap_results <- umap::umap(t(mb_methyl[mb_wnt_var_probes, colnames(mb_methyl) %in% wnt_samples]))
+mb_wnt_umap_plot_df <- data.frame(mb_wnt_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  left_join(hist_mb_methyl)
+
## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`
+

Plot UMAP with molecular subtype and age range

+
mb_wnt_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = dkfz_v12_methylation_subclass)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = "methylation subtype") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") 
+

+
ggsave(file.path(plots_dir, "umap_mb_wnt.tiff"),
+       width = 5.5, height = 3.5)
+ + + +
+
+ +
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+++++++++--------- .../molecular-subtyping-MB/plot/umap_mb.pdf | Bin 0 -> 21922 bytes .../molecular-subtyping-MB/plot/umap_mb.tiff | Bin 5197704 -> 0 bytes .../plot/umap_mb_group3.tiff | Bin 5940204 -> 0 bytes .../plot/umap_mb_group34.pdf | Bin 0 -> 12102 bytes .../plot/umap_mb_group34.tiff | Bin 5197704 -> 0 bytes .../plot/umap_mb_group4.tiff | Bin 5940204 -> 0 bytes .../plot/umap_mb_shh.pdf | Bin 0 -> 9929 bytes .../plot/umap_mb_shh.tiff | Bin 5197704 -> 0 bytes .../plot/umap_mb_shh_cn_status.pdf | Bin 0 -> 12972 bytes .../plot/umap_mb_shh_cn_status.tiff | Bin 11880204 -> 0 bytes .../plot/umap_mb_shh_methylation_subtype.pdf | Bin 0 -> 17050 bytes .../plot/umap_mb_shh_methylation_subtype.tiff | Bin 5197704 -> 0 bytes .../plot/umap_mb_wnt.pdf | Bin 0 -> 6601 bytes .../plot/umap_mb_wnt.tiff | Bin 5197704 -> 0 bytes 16 files changed, 16 insertions(+), 17 deletions(-) create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb.tiff delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group3.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group34.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group34.tiff delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_group4.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_cn_status.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_cn_status.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_subtype.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_subtype.tiff create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_wnt.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_wnt.tiff diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd index 79c53052b0..3ae4b6745a 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -108,7 +108,7 @@ mb_umap_plot_df %>% xlab("UMAP1") + ylab("UMAP2") -ggsave(file.path(plots_dir, "umap_mb.tiff"), +ggsave(file.path(plots_dir, "umap_mb.pdf"), width = 5.5, height = 3.5) ``` @@ -147,7 +147,7 @@ mb_g34_umap_plot_df %>% xlab("UMAP1") + ylab("UMAP2") -ggsave(file.path(plots_dir, "umap_mb_group34.tiff"), +ggsave(file.path(plots_dir, "umap_mb_group34.pdf"), width = 5.5, height = 3.5) ``` @@ -214,7 +214,7 @@ mb_shh_umap_plot_df %>% "royalblue1", "plum4", "gray")) -ggsave(file.path(plots_dir, "umap_mb_shh.tiff"), +ggsave(file.path(plots_dir, "umap_mb_shh.pdf"), width = 5.5, height = 3.5) ``` @@ -237,7 +237,7 @@ mb_shh_umap_plot_df %>% scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4")) -ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.tiff"), +ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"), width = 5.5, height = 3.5) ``` @@ -275,7 +275,7 @@ umap_plot_cn_df %>% "royalblue1", "plum4", "gray")) -ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.tiff"), +ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"), width = 8, height = 5.5) ``` @@ -313,6 +313,6 @@ mb_wnt_umap_plot_df %>% xlab("UMAP1") + ylab("UMAP2") -ggsave(file.path(plots_dir, "umap_mb_wnt.tiff"), +ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"), width = 5.5, height = 3.5) ``` diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html index ed921dd7e3..3ebf041140 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -450,7 +450,7 @@

2024

Wrangle data

hist <- read_tsv(hist_file)
## Rows: 47895 Columns: 66
-## ── Column specification ─────────────────────────────────────────────────────────
+## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (45): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, sample_id, a...
 ## dbl (21): cell_line_passage, OS_days, EFS_days, age_at_diagnosis_days, age_a...
@@ -459,7 +459,7 @@ 

2024

## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
mb_shh_subtypes <- read_tsv(mb_shh_file)
## Rows: 265 Columns: 60
-## ── Column specification ─────────────────────────────────────────────────────────
+## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
@@ -488,7 +488,7 @@ 

2024

"MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
## Rows: 265 Columns: 60
-## ── Column specification ─────────────────────────────────────────────────────────
+## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
@@ -500,8 +500,7 @@ 

2024

## Warning in left_join(., hist_mb_methyl %>% dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)): Detected an unexpected many-to-many relationship between `x` and `y`.
 ## ℹ Row 35 of `x` matches multiple rows in `y`.
 ## ℹ Row 226 of `y` matches multiple rows in `x`.
-## ℹ If a many-to-many relationship is expected, set `relationship =
-##   "many-to-many"` to silence this warning.
+## ℹ If a many-to-many relationship is expected, set `relationship = "many-to-many"` to silence this warning.

Get number of samples by MB SHH subtype

table(mb_shh_subtypes$SHH_subtype)
## 
@@ -538,7 +537,7 @@ 

2024

xlab("UMAP1") + ylab("UMAP2")

-
ggsave(file.path(plots_dir, "umap_mb.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB samples

g34_samples <- hist_mb_methyl %>%
@@ -569,7 +568,7 @@ 

2024

xlab("UMAP1") + ylab("UMAP2")

-
ggsave(file.path(plots_dir, "umap_mb_group34.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb_group34.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB SHH samples

mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
@@ -627,7 +626,7 @@ 

2024

"gray"))
## Warning: Using size for a discrete variable is not advised.

-
ggsave(file.path(plots_dir, "umap_mb_shh.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 5.5, height = 3.5)
## Warning: Using size for a discrete variable is not advised.

Plot UMAP with molecular subtype and age range

@@ -648,7 +647,7 @@

2024

scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4"))

-
ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"),
        width = 5.5, height = 3.5)
umap_plot_cn_df <- mb_shh_umap_plot_df %>%
   dplyr::select(molecular_subtype, X1, X2,
@@ -681,7 +680,7 @@ 

2024

"royalblue1", "plum4", "gray"))

-
ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"),
        width = 8, height = 5.5)

Identify 10k most variable probes among MB samples

wnt_samples <- hist_mb_methyl %>%
@@ -709,7 +708,7 @@ 

2024

xlab("UMAP1") + ylab("UMAP2")

-
ggsave(file.path(plots_dir, "umap_mb_wnt.tiff"),
+
ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"),
        width = 5.5, height = 3.5)
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zJ4)(ohik^dgQ$>&t?KR8PpYPqqCJOS5}9GE7Q8KrVAg$P(3uJ zjqtId-7{IYZe91&rE1+8wh0g*K!5-N0t5&UAV7cs0RjX%0=stY3fHY&d+oI!_`nB3 zf^^`42Zo3#L~U<;;~T^Kt=)3VEl)i01SX{YVC|4a2f$G!Ze?U#k^ zSN`13|LnO3hVB2>b<8ilw7uu~uYPHJ%Kx?Be!u+E@&D`8)Asw-pF5!Qx?%j+ytMtf huzhIPI7hs+z2~*|eEoKqz@9n$fB*l${r3Fd{|5At0%ZUI From d9988f12db77cb27a099efd2be9609c192eddf05 Mon Sep 17 00:00:00 2001 From: rjcorb Date: Fri, 21 Jun 2024 20:05:31 +0000 Subject: [PATCH 05/10] rerun with updated subtyping --- .../06-mb-shh-umap.html | 30 +++++++++--------- .../molecular-subtyping-MB/plot/umap_mb.pdf | Bin 21922 -> 21971 bytes .../plot/umap_mb_group34.pdf | Bin 12102 -> 12167 bytes .../plot/umap_mb_shh.pdf | Bin 9929 -> 9941 bytes .../plot/umap_mb_shh_cn_status.pdf | Bin 12972 -> 13073 bytes .../plot/umap_mb_shh_methylation_subtype.pdf | Bin 17050 -> 17063 bytes .../plot/umap_mb_wnt.pdf | Bin 6601 -> 6526 bytes 7 files changed, 15 insertions(+), 15 deletions(-) diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html index 3ebf041140..81f253cf0b 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -450,7 +450,7 @@

2024

Wrangle data

hist <- read_tsv(hist_file)
## Rows: 47895 Columns: 66
-## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (45): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, sample_id, a...
 ## dbl (21): cell_line_passage, OS_days, EFS_days, age_at_diagnosis_days, age_a...
@@ -458,11 +458,11 @@ 

2024

## ℹ Use `spec()` to retrieve the full column specification for this data. ## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
mb_shh_subtypes <- read_tsv(mb_shh_file)
-
## Rows: 265 Columns: 60
-## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
+
## Rows: 265 Columns: 76
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
-## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## chr (40): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
 ## ℹ Use `spec()` to retrieve the full column specification for this data.
@@ -487,11 +487,11 @@ 

2024

c("MB, SHH alpha", "MB, SHH beta", "MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
-
## Rows: 265 Columns: 60
-## ── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
+
## Rows: 265 Columns: 76
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (32): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
-## dbl (24): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## chr (40): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
 ## ℹ Use `spec()` to retrieve the full column specification for this data.
@@ -536,7 +536,7 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB samples

@@ -567,7 +567,7 @@

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_group34.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB SHH samples

@@ -625,7 +625,7 @@

2024

"royalblue1", "plum4", "gray"))
## Warning: Using size for a discrete variable is not advised.
-

+

ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 5.5, height = 3.5)
## Warning: Using size for a discrete variable is not advised.
@@ -646,7 +646,7 @@

2024

# colors to match subtypes in Garcia-Lopez 2020 review scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4"))

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z4rtX($bw@GqH$=|9At9&DCvl2)oyKT_w*+y{8@d|q>f9fA0F}R!n6FlwGG2lCAT|) zlT=AqH7u1Dat@(n>a7E*Y!U0kr~5Olnr@m{!fGbg03I#-UX+Av=TM$#CKsk&i=_n6V~25&>LXS{7#*- zZF}dK=Is*nVlNuae5-~<(){=bmt!HmqL*)41zI%|GD53nLKZj%5+DH*AORBaBS5R> zM~3B53DBxVC6;P^TD4U1#tSYQhgK~fK)tOb9Z{{?Yx@rb%M*3>o{l}S2aHKg->Yp1 z(~G;#O*?kQ?$?BdhFdkvA^i8IRyX!AC0K|L%kh~2Is6!C)xxt%uO_WpdTbe)1W14c zNPq;A6QET~&X5rl0a`Vq?gUyjqtc-UBN~TR&4lboIwD!Mp{c10!uhVVw$|<#8I5

-

+

ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"),
        width = 5.5, height = 3.5)
umap_plot_cn_df <- mb_shh_umap_plot_df %>%
@@ -679,7 +679,7 @@ 

2024

scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", "gray"))
-

+

ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"),
        width = 8, height = 5.5)

Identify 10k most variable probes among MB samples

@@ -707,7 +707,7 @@

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"),
        width = 5.5, height = 3.5)
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.../plot/umap_mb_shh.pdf | Bin 9941 -> 9420 bytes .../plot/umap_mb_shh_cn_status.pdf | Bin 13073 -> 12897 bytes .../plot/umap_mb_shh_methylation_subtype.pdf | Bin 17063 -> 16985 bytes .../plot/umap_mb_wnt.pdf | Bin 6526 -> 6486 bytes 8 files changed, 56 insertions(+), 35 deletions(-) diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd index 3ae4b6745a..701c7e6e8b 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -84,7 +84,7 @@ Identify 10k most variable probes among MB samples ```{r} mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE) -mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:10000]) +mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:20000]) ``` ```{r} @@ -112,7 +112,7 @@ ggsave(file.path(plots_dir, "umap_mb.pdf"), width = 5.5, height = 3.5) ``` -Identify 10k most variable probes among MB samples +Identify 10k most variable probes among MB Group 3/4 samples ```{r} g34_samples <- hist_mb_methyl %>% dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>% @@ -120,7 +120,7 @@ g34_samples <- hist_mb_methyl %>% mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE) -mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:10000]) +mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000]) ``` ```{r} @@ -156,7 +156,7 @@ Identify 10k most variable probes among MB SHH samples ```{r} mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE) -mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:10000]) +mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000]) ``` Generate UMAP df @@ -193,32 +193,42 @@ mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>% dplyr::mutate(consensus_CN_PTEN = case_when( is.na(consensus_CN_PTEN) ~ "neutral", TRUE ~ consensus_CN_PTEN + )) %>% + dplyr::mutate(classification_source = case_when( + classification_source == "Genomic/Expression" ~ "Molecular", + is.na(classification_source) ~ "Unavailable", + TRUE ~ classification_source )) ``` -Plot UMAP with molecular subtype and age range +Plot UMAP with molecular subtype, classification source, and age range ```{r} mb_shh_umap_plot_df %>% ggplot(aes(x = X1, y = X2, color = molecular_subtype, - size = age_range)) + + size = age_range, + shape = classification_source)) + geom_point(alpha = 0.7) + labs(color = "molecular subtype", - size = "age range (years)") + + size = "age range (years)", + shape = "classifcation source") + theme_bw() + xlab("UMAP1") + ylab("UMAP2") + # colors to match subtypes in Garcia-Lopez 2020 review scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", - "gray")) + "gray")) + + guides(color = guide_legend(order = 1), + shape = guide_legend(order = 2), + size = guide_legend(order = 3)) ggsave(file.path(plots_dir, "umap_mb_shh.pdf"), - width = 5.5, height = 3.5) + width = 6.5, height = 4.5) ``` -Plot UMAP with molecular subtype and age range +Plot UMAP with methylation subtype and methylation score ```{r} mb_shh_umap_plot_df %>% dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>% @@ -288,7 +298,7 @@ wnt_samples <- hist_mb_methyl %>% mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE) -mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:10000]) +mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:20000]) ``` ```{r} diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html index 81f253cf0b..825322400e 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -450,7 +450,7 @@

2024

Wrangle data

hist <- read_tsv(hist_file)
## Rows: 47895 Columns: 66
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (45): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, sample_id, a...
 ## dbl (21): cell_line_passage, OS_days, EFS_days, age_at_diagnosis_days, age_a...
@@ -458,10 +458,10 @@ 

2024

## ℹ Use `spec()` to retrieve the full column specification for this data. ## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
mb_shh_subtypes <- read_tsv(mb_shh_file)
-
## Rows: 265 Columns: 76
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
+
## Rows: 265 Columns: 77
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (40): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## chr (41): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
@@ -487,10 +487,10 @@ 

2024

c("MB, SHH alpha", "MB, SHH beta", "MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
-
## Rows: 265 Columns: 76
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────────────────────────
+
## Rows: 265 Columns: 77
+## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (40): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## chr (41): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
@@ -518,7 +518,7 @@ 

2024

Identify 10k most variable probes among MB samples

mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE)
 
-mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:10000])
+mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:50000])
set.seed(2024)
 
 mb_umap_results <- umap::umap(t(mb_methyl[mb_var_probes, ]))
@@ -536,17 +536,17 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)
-

Identify 10k most variable probes among MB samples

+

Identify 10k most variable probes among MB Group 3/4 samples

g34_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>%
   pull(Kids_First_Biospecimen_ID_methyl)
 
 mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE)
 
-mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:10000])
+mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:50000])
set.seed(2024)
 
 mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
@@ -567,13 +567,13 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_group34.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB SHH samples

mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
 
-mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:10000])
+mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:50000])

Generate UMAP df

set.seed(2024)
 
@@ -607,29 +607,40 @@ 

2024

dplyr::mutate(consensus_CN_PTEN = case_when( is.na(consensus_CN_PTEN) ~ "neutral", TRUE ~ consensus_CN_PTEN + )) %>% + dplyr::mutate(classification_source = case_when( + classification_source == "Genomic/Expression" ~ "Molecular", + is.na(classification_source) ~ "Unavailable", + TRUE ~ classification_source ))
-

Plot UMAP with molecular subtype and age range

+

Plot UMAP with molecular subtype, classification source, and age +range

mb_shh_umap_plot_df %>%
   ggplot(aes(x = X1, 
              y = X2,
              color = molecular_subtype,
-             size = age_range)) +
+             size = age_range,
+             shape = classification_source)) +
   geom_point(alpha = 0.7) +
   labs(color = "molecular subtype",
-       size = "age range (years)") +
+       size = "age range (years)",
+       shape = "classifcation source") +
   theme_bw() +
   xlab("UMAP1") +
   ylab("UMAP2") +
   # colors to match subtypes in Garcia-Lopez 2020 review
   scale_color_manual(values = c("aquamarine3", "goldenrod2", 
                                 "royalblue1", "plum4",
-                                "gray"))
+ "gray")) + + guides(color = guide_legend(order = 1), + shape = guide_legend(order = 2), + size = guide_legend(order = 3))
## Warning: Using size for a discrete variable is not advised.
-

+

ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
-       width = 5.5, height = 3.5)
+ width = 6.5, height = 4.5)
## Warning: Using size for a discrete variable is not advised.
-

Plot UMAP with molecular subtype and age range

+

Plot UMAP with methylation subtype and methylation score

mb_shh_umap_plot_df %>%
   dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>%
   
@@ -646,7 +657,7 @@ 

2024

# colors to match subtypes in Garcia-Lopez 2020 review scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4"))
-

+

ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"),
        width = 5.5, height = 3.5)
umap_plot_cn_df <- mb_shh_umap_plot_df %>%
@@ -679,7 +690,7 @@ 

2024

scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", "gray"))
-

+

ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"),
        width = 8, height = 5.5)

Identify 10k most variable probes among MB samples

@@ -689,7 +700,7 @@

2024

mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE) -mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:10000])
+mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:50000])
set.seed(2024)
 
 mb_wnt_umap_results <- umap::umap(t(mb_methyl[mb_wnt_var_probes, colnames(mb_methyl) %in% wnt_samples]))
@@ -707,7 +718,7 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"),
        width = 5.5, height = 3.5)
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zvy_)L82vs2ELl>L@Q^*)?nM7MYNzAO$>mjNN;rFF%XO6d*HH-PzjqaNe z#(#Po_Uu}s44~)1`1*3#cIM4O`bNB(y|LabA2b&5bX0JG+U4wG^H3O)@T?+)=2mn4 zbZYkDKF!8CDS@Z&JB-goofS=Wqv_MC_$r$7B0L5UF|Q1YlX}>HC79%>71*QQh4xTC zfkc~?bruuiBnf$wyVQY3ui-HkO`e5M9X z*6H?Rbb{#kp-Or0N5oawHg%@pGINd0h zI22%>H)KAbJTrXbz2qY*rRZg2YG9uLG@ zDANeHYyZ_<`-4}_0)uAV)S9)`PZSMGJBI0vLl~QwQf3C&r#9ta3;4tE+Qlwk=w$P2RpvT0hnGG@rHc zt-5ZCJYOGHfsB+Ki|+ZMs#T#% z|GGsaMnUD2v|?MUyo!o+dlzS;^Us!8dIHZDnpj-}Oh7n(OxVf^QhGwFHgan&wVyZ*jd`fpA5A zYB6wEykFAO-8wjxn#X;bw4jgfy}x*=!yB+@{(zeQM%-5ZI`qmz9G6A1S{V$Yr+jfh z>|I4OHwDi@=_efUZTgu*eI%&o=RZr6d%GqJ0k zoq_H<>}{7FP~>HJTP$wWCb6xAe))~ q`vzr-LVd@~P=^0zXafV}_YC!2C$xcCmbjAreq&QG9B$`o5B?7<&YO7v From 404a60c3730feff148121953ff51db162905c583 Mon Sep 17 00:00:00 2001 From: rjcorb Date: Tue, 25 Jun 2024 17:41:11 +0000 Subject: [PATCH 07/10] add tp53 status UMAP, save UMAP output --- .../molecular-subtyping-MB/06-mb-shh-umap.Rmd | 29 +++++++- .../06-mb-shh-umap.html | 56 ++++++++++----- .../molecular-subtyping-MB/plot/umap_mb.pdf | Bin 21952 -> 21935 bytes .../plot/umap_mb_group34.pdf | Bin 12157 -> 12124 bytes .../plot/umap_mb_shh.pdf | Bin 9420 -> 9411 bytes .../plot/umap_mb_shh_cn_status.pdf | Bin 12897 -> 12889 bytes .../plot/umap_mb_shh_methylation_subtype.pdf | Bin 16985 -> 17025 bytes .../plot/umap_mb_shh_tp53_status.pdf | Bin 0 -> 7268 bytes .../plot/umap_mb_wnt.pdf | Bin 6486 -> 6480 bytes .../mb_shh_subtypes_w_molecular_umap_data.tsv | 64 ++++++++++++++++++ 10 files changed, 128 insertions(+), 21 deletions(-) create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_tp53_status.pdf create mode 100644 analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd index 701c7e6e8b..3a02a24295 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -198,7 +198,8 @@ mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>% classification_source == "Genomic/Expression" ~ "Molecular", is.na(classification_source) ~ "Unavailable", TRUE ~ classification_source - )) + )) %>% + write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv")) ``` Plot UMAP with molecular subtype, classification source, and age range @@ -229,6 +230,7 @@ ggsave(file.path(plots_dir, "umap_mb_shh.pdf"), ``` Plot UMAP with methylation subtype and methylation score + ```{r} mb_shh_umap_plot_df %>% dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>% @@ -251,9 +253,9 @@ ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"), width = 5.5, height = 3.5) ``` +Plot UMAP with CN status for MYCN, GLI2, CCND2, and PTEN ```{r} - umap_plot_cn_df <- mb_shh_umap_plot_df %>% dplyr::select(molecular_subtype, X1, X2, consensus_CN_MYCN, @@ -267,7 +269,6 @@ umap_plot_cn_df <- mb_shh_umap_plot_df %>% gather(key = "gene_name", value = "CN_status", -molecular_subtype, -X1, -X2) - umap_plot_cn_df %>% ggplot(aes(x = X1, y = X2, @@ -289,6 +290,28 @@ ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"), width = 8, height = 5.5) ``` +Plot UMAP with TP53 alteration status + +```{r} +mb_shh_umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype, + shape = tp53_status)) + + geom_point(alpha = 0.7, size = 3) + + labs(color = "methylation subtype", + shape = "TP53 status") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + + # colors to match subtypes in Garcia-Lopez 2020 review + scale_color_manual(values = c("aquamarine3", "goldenrod2", + "royalblue1", "plum4", + "gray")) + +ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"), + width = 5.5, height = 3.5) +``` Identify 10k most variable probes among MB samples ```{r} diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html index 825322400e..5de0233ba8 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -458,11 +458,11 @@

2024

## ℹ Use `spec()` to retrieve the full column specification for this data. ## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
mb_shh_subtypes <- read_tsv(mb_shh_file)
-
## Rows: 265 Columns: 77
+
## Rows: 265 Columns: 79
 ## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (41): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
-## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## chr (42): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (33): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
 ## ℹ Use `spec()` to retrieve the full column specification for this data.
@@ -487,11 +487,11 @@ 

2024

c("MB, SHH alpha", "MB, SHH beta", "MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
-
## Rows: 265 Columns: 77
+
## Rows: 265 Columns: 79
 ## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
-## chr (41): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
-## dbl (32): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
+## chr (42): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
+## dbl (33): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
 ## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
 ## 
 ## ℹ Use `spec()` to retrieve the full column specification for this data.
@@ -518,7 +518,7 @@ 

2024

Identify 10k most variable probes among MB samples

mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE)
 
-mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:50000])
+mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:20000])
set.seed(2024)
 
 mb_umap_results <- umap::umap(t(mb_methyl[mb_var_probes, ]))
@@ -536,7 +536,7 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB Group 3/4 samples

@@ -546,7 +546,7 @@

2024

mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE) -mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:50000])
+mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000])
set.seed(2024)
 
 mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
@@ -567,13 +567,13 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_group34.pdf"),
        width = 5.5, height = 3.5)

Identify 10k most variable probes among MB SHH samples

mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
 
-mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:50000])
+mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000])

Generate UMAP df

set.seed(2024)
 
@@ -612,7 +612,8 @@ 

2024

classification_source == "Genomic/Expression" ~ "Molecular", is.na(classification_source) ~ "Unavailable", TRUE ~ classification_source - ))
+ )) %>% + write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv"))

Plot UMAP with molecular subtype, classification source, and age range

mb_shh_umap_plot_df %>%
@@ -636,7 +637,7 @@ 

2024

shape = guide_legend(order = 2), size = guide_legend(order = 3))
## Warning: Using size for a discrete variable is not advised.
-

+

ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 6.5, height = 4.5)
## Warning: Using size for a discrete variable is not advised.
@@ -657,9 +658,10 @@

2024

# colors to match subtypes in Garcia-Lopez 2020 review scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4")) -

+

ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"),
        width = 5.5, height = 3.5)
+

Plot UMAP with CN status for MYCN, GLI2, CCND2, and PTEN

umap_plot_cn_df <- mb_shh_umap_plot_df %>%
   dplyr::select(molecular_subtype, X1, X2,
                 consensus_CN_MYCN,
@@ -673,7 +675,6 @@ 

2024

gather(key = "gene_name", value = "CN_status", -molecular_subtype, -X1, -X2) - umap_plot_cn_df %>% ggplot(aes(x = X1, y = X2, @@ -690,9 +691,28 @@

2024

scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", "gray"))
-

+

ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"),
        width = 8, height = 5.5)
+

Plot UMAP with TP53 alteration status

+
mb_shh_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = tp53_status)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = "methylation subtype",
+       shape = "TP53 status") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
+                                "royalblue1", "plum4",
+                                "gray"))
+

+
ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"),
+       width = 5.5, height = 3.5)

Identify 10k most variable probes among MB samples

wnt_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>%
@@ -700,7 +720,7 @@ 

2024

mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE) -mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:50000])
+mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:20000])
set.seed(2024)
 
 mb_wnt_umap_results <- umap::umap(t(mb_methyl[mb_wnt_var_probes, colnames(mb_methyl) %in% wnt_samples]))
@@ -718,7 +738,7 @@ 

2024

theme_bw() + xlab("UMAP1") + ylab("UMAP2")
-

+

ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"),
        width = 5.5, height = 3.5)
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z$s(R~AOBk}FhMunfE0@%t=7-_L!dv!dX7*gn-`~e3t!EeFBJ!4O=`p~Y`!U4=FwC? zQEqyt8$ktqgq(&CE!CI5k>&t72>YIlGF3Z%SlTx%izoRI7NcF=7exrzL_ac5=sz_l38*4Q4JTBs^C%Hko%KSu zC64}k`$FZ@+NNZ}B%k{&dxD>OE^`StoA_O~>Ir1JGnt3FnSXGzs{T8fuqRI(^x<>b zDK|OFH%3D@ahk3n5gr$~oU@e0s;L~a=R_$k=5hE+;y5@5FDaHvbBss(-OoXWT(5uD z(>&`}y-^trys|J3im@i-z1vE@)3_nFvi78YV_xe0tPOQbVzNvEaX2;~GEh;S8r>6= zTO;wqoy+|q5f;6KH}iBU@K-6*_-v~ri+63x_t~7aJj^7FsfP&;L7Rp$*(Mt+NChI1jnsr&h?qrnsU zLb}bJd78xa&hN$*q?beG_7@(CuvfA*=0{fJt}T);pV`}8*@G=^fdc1`np?lT)|NDeWwMLm}&XUR0T z*G(hv7yY(CAY)- z&ilpQTaM0Scgmiw<9(I&NX76|x6yoM4(;O<1AI)}3}vXI|F@}xs(}9!=p&Fw15 +BS_FZ2SY1NJ 2.587822106917543 1.075010447461134 PT_XA98HG1C BS_3T0YKFMJ_PHOS PT_XA98HG1C_7316-3023_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-3023 9.06776180698152 MB_SHH_3 0.745700819242141 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral amplification loss NA NA loss NA NA NA missense_variant NA NA NA NA NA NA 0 NA NA NA NA 291.87 8.12 2334.01 9.29 3.54 1.0503433027666584 -0.382540302026165 7.488738780219766 -0.7182198084657864 -0.9766919214556814 NA NA CCND2 high NA NA None documented 0.7758981166823903 NA NA NA NA NA 1 0 p.R213* NA 0 0 1 loss Methylation TP53 loss 5-10 +BS_FZ3J46KM -2.747299932750595 1.5730336257548347 PT_H3WWDMW9 BS_FZ3J46KM PT_H3WWDMW9_7316-2118_Solid Tissue_Deceased MB, SHH beta MB, SHH SHH beta 7316-2118 0.6078028747433265 MB_SHH_1 0.95893023716325 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 7.56 4.1 95.1 3.11 20.12 -0.550878724448732 -0.4954806574762745 -0.1256598758454988 -0.9081655756062238 -0.5091778496008154 NA NA NA NA NA None documented 0.730689368455683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_HMWNCF3E -3.0801895760991855 1.5945307202998413 PT_3VQEVNDD BS_9G7ETYHR PT_3VQEVNDD_7316-1680_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1680 1.9767282683093772 MB_SHH_1 0.999094598764668 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA stop_gained;frameshift_variant NA NA NA NA NA NA NA 0 NA NA NA NA 35.21 17.38 45.7 11.45 14.81 -0.3951550810576957 -0.12238415986994272 -0.293666313625322 -0.6518309966497111 -0.6589064214674822 NA NA NA NA NA None documented 0.6334968007739475 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_HR5ZGJ2N -2.7159755648987733 2.2829879249025598 PT_CQ7EGCMB BS_7XQRH69M PT_CQ7EGCMB_7316-3809_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3809 2.0369609856262834 MB_SHH_1 0.997284295085942 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant NA NA NA NA NA NA NA 0 NA DEL NA NA 22.97 16.91 73.14 18.13 14.47 -0.4640902490543063 -0.13558862928823906 -0.20034451903669143 -0.4465174489962933 -0.6684935616623349 NA NA NA NA NA None documented 0.5673741656281114 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_KGHBXZE6 -2.179099124478585 0.2495156207706989 PT_9DMMZ08D BS_44A3ES23 PT_9DMMZ08D_7316-1666_Solid Tissue_Initial CNS Tumor MB, SHH beta NA SHH beta 7316-1666 3.923340177960301 ETMR_Atyp 0.995744703651023 NA 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA gain NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 24.22 26.66 56.07 7.08 16.53 -0.4570503013422341 0.13833387460195185 -0.25839856545170325 -0.7861453983331597 -0.6104067710699932 NA NA NA NA NA None documented 0.570648169340716 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_M1MPGKYJ -2.002189265003362 1.4239473450344993 PT_HM2GMT2H BS_3F5PR9GS PT_HM2GMT2H_7316-6_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6 1.6536618754277892 MB_SHH_1 0.986611250621102 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 57.89 16.49 86.57 27.38 26.81 -0.2674222697698582 -0.14738836791735502 -0.15466989435282455 -0.1622135095061563 -0.3205367675315117 NA NA NA NA NA None documented 0.7017092306726902 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_MR7DZ7D0 -2.4637536409541636 -0.5676876806425561 PT_GH6HM5QF BS_70FKSKM9 PT_GH6HM5QF_7316-3202_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-3202 1.4373716632443532 ARMS 0.997055500034982 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 10.67 0.43 16.87 5.26 11.63 -0.5333633345410964 -0.5985878974021207 -0.39171541486403255 -0.8420841194004083 -0.7485743797605144 NA NA NA NA NA None documented 0.4548827152142242 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_NBY54GNQ 3.2998683009150955 0.3884931406854256 PT_S4A0R1PM BS_1S2BHJ8K PT_S4A0R1PM_7316-2699_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-2699 20.88432580424367 MB_SHH_4 0.94547148218896 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral gain NA NA NA NA NA NA NA NA intron_variant,splice_donor_region_variant NA NA NA 0 NA NA NA NA 30.04 37.79 1.62 16.18 15.93 -0.424272304794826 0.4510269482735236 -0.4435797504134719 -0.5064517929969168 -0.6273252537667917 NA NA NA NA NA None documented 0.47250631742327814 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_Q1AHDMR6 -2.476473655871998 -1.8445484703401678 PT_WWZ2Q14R BS_DVQYQSVW PT_WWZ2Q14R_7316-3138_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-3138 0.837782340862423 MB_SHH_2 0.999123315489716 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA splice_acceptor_variant NA NA NA NA 0 NA stop_gained&splice_region_variant NA NA 8.57 4.28 33 15.39 7.3 -0.5451904466973776 -0.4904236266352248 -0.3368582520828879 -0.5307328862074258 -0.8706694298890773 NA NA NA NA NA Gorlin Syndrome (PTCH1, SUFU) 0.6850423604926275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_Q400D66E 3.428989736891224 0.13143718456603581 PT_9S6WMQ92 BS_1CZPVCXR PT_9S6WMQ92_7316-333_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-333 15.151266255989048 MB_SHH_3 0.714555105844752 SHH_alpha 0 1 0 1 0 1 0 1 0 0 0 0 0 0 gain gain neutral loss NA gain loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 224.2 46.57 94.68 33.8 62.67 0.6692286934259194 0.6976976748536134 -0.12708827066063083 0.03510879228051169 0.6906245483138139 NA NA NA NA NA None documented 0.8722682535960412 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Methylation TP53 loss >15 +BS_Q7PP5YJN 2.88514224691499 0.05361030279671175 PT_YV2S3ES7 BS_BA6AZWB3 PT_YV2S3ES7_7316-182_Solid Tissue_Initial CNS Tumor MB, SHH delta NA SHH delta 7316-182 36.50376454483231 MB_SHH_2 0.650962061507135 NA 0 0 0 0 0 0 0 0 0 0 1 0 0 0 neutral neutral neutral neutral NA NA loss NA missense_variant NA splice_acceptor_variant NA NA NA NA NA NA 0 NA NA NA NA 23.44 14.61 13.7 25.28 16.03 -0.4614432287145672 -0.2002062455905405 -0.4024963947782439 -0.22675818766067385 -0.6245055066506586 NA NA NA NA NA None documented 0.625544054750575 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Molecular TP53 wildtype >15 +BS_RRMTKV48 -1.9987869238571307 -0.2865635149331324 PT_CXT81GRM BS_3CG2N4PD PT_CXT81GRM_7316-1772_Solid Tissue_Deceased MB, SHH beta NA SHH beta 7316-1772 3.3429158110882957 NA NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 1 gain neutral neutral loss gain NA loss NA NA missense_variant NA NA NA NA NA NA NA 0 NA NA NA NA 0.15 0.14 9.79 6.82 2.37 -0.5926115344858958 -0.6067353359793674 -0.4157940703191166 -0.7941366441999094 -1.0096829627144386 NA NA NA NA NA None documented 0.688301092293539 NA NA NA NA yes 1 1 p.A138T 1 0 0 0 loss Molecular TP53 loss 0-5 +BS_RWHC2Y7G -1.2700678764342288 -1.32864325161179 PT_EGGY1XC0 BS_CSY11X7E PT_EGGY1XC0_7316-2865_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-2865 4.03832991101985 MB_SHH_3 0.505203159022563 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA frameshift_variant,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 58 19.57 99.08 22.44 35.92 -0.2668027543711958 -0.06085695130383825 -0.1121241345021041 -0.3140471809744024 -0.0636578052517873 NA NA NA NA NA None documented 0.4350958181001188 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_S2QR3V7R -3.2835331344135494 1.8927141364994067 PT_NCDHZ8H8 BS_7C40TRCY PT_NCDHZ8H8_7316-2780_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-2780 4.145106091718001 MB_SHH_1 0.996259786813413 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA splice_acceptor_variant NA 46.22 15.17 50.97 14.24 9.05 -0.33314722160976395 -0.18447326075171927 -0.27574335963545016 -0.5660787813872805 -0.8213238553567482 NA NA NA NA NA None documented 0.6620983084168066 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_T1BECW62 -2.822055351810016 2.05475915630234 PT_GR8P8NY5 BS_14P16D79_PHOS PT_GR8P8NY5_7316-178_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-178 3.381245722108145 MB_SHH_1 0.698825484853667 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 amplification neutral neutral neutral NA NA NA NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 152.76 5.24 68.6 8.44 22.69 0.26688160178557097 -0.46345279548295987 -0.21578478680026225 -0.744345035337853 -0.4367103487161949 NA NA NA NA NA None documented 0.6457034027258275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_TRDMP775 -2.9085530610780603 2.1192377246193805 PT_PABK01H0 BS_185Q218S PT_PABK01H0_7316-1669_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1669 2.945927446954141 MB_SHH_1 0.999150207918272 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 33.1 8.43 54.53 13.37 22.67 -0.4070385127956734 -0.3738309711332461 -0.2636360131071876 -0.5928187194798665 -0.43727429813942154 NA NA NA NA NA None documented 0.7150554080199313 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_XB98DENV -2.5130986171613934 1.3576939771503507 PT_H3WWDMW9 BS_WH5HDE0A PT_H3WWDMW9_7316-737_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-737 0.6078028747433265 MB_SHH_1 0.999131794253794 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 25.99 9.33 76.17 4.98 15.46 -0.44708173538194 -0.34854581692799774 -0.19003967072752417 -0.8506900764876771 -0.6405780652126173 NA NA NA NA NA None documented 0.612941662447604 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_XPV22DSD -2.09686096381191 2.082488951296604 PT_0WMP712K BS_J1AB8PMA PT_0WMP712K_7316-922_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-922 1.3141683778234086 MB_SHH_1 0.973492336154679 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 54.4 14.88 102.87 20.31 32.22 -0.2870778037819637 -0.19262069932896597 -0.09923457176555488 -0.3795139259596989 -0.16798844854871164 NA NA NA NA NA None documented 0.6804866436479787 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_Y0CPEZ59 -2.1532110179250266 -1.9813341883923483 PT_STRDJQ01 BS_VPBMDMQX PT_STRDJQ01_7316-1038_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-1038 1.3004791238877482 MB_SHH_2 0.99805492848436 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 42.57 13.54 50.12 11.67 23.46 -0.3537038689290147 -0.2302674844790025 -0.27863415866607466 -0.6450691732239997 -0.4149982959219702 NA NA NA NA NA None documented 0.638739087578901 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_9AZ2YW9W -2.136135181818733 -1.1955980340130417 PT_DTQE1NRN BS_9AZ2YW9W PT_DTQE1NRN_7316-4865_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-4865 6.8199863107460645 MB_SHH_2 0.809681722220806 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 +BS_KC9C1TP7 -1.926081208618587 -1.8163907474515302 PT_W5PW7QVB BS_KC9C1TP7 PT_W5PW7QVB_7316-6361_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-6361 1.839835728952772 MB_SHH_2 0.992926404876636 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_AAHD7HKE -1.2507824823178346 -0.46048755758897775 PT_7WYPEC3Q BS_AAHD7HKE PT_7WYPEC3Q_7316-5881_Solid Tissue_Progressive MB, SHH gamma MB, SHH SHH gamma 7316-5881 1.9712525667351128 MB_SHH_2 0.85921126925921 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Other inherited conditions NOS NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_NHDD620E 3.7355658958979348 -1.3676683733878836 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_YQ09RJ0G 3.8884596584325006 -1.5874087263377237 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_WJP330JF 4.255910025785095 -1.2600881965212305 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_A46S5GG6 4.153373587789619 -1.3548618640270147 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_S26W7E5B -2.351833287445927 2.038194450120174 PT_GFGHFJ3S BS_S26W7E5B PT_GFGHFJ3S_7316-4694_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4694 0.3531827515400411 MB_SHH_1 0.934894223982845 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA splice_donor_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_7J3TGDGX -2.3208316675206557 1.618996262239131 PT_M39RC0Y1 BS_19Z0ERYF PT_M39RC0Y1_7316-4523_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4523 0.6872005475701575 MB_SHH_1 0.999769332524683 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant;missense_variant NA NA NA NA NA NA NA 0 NA splice_donor_variant NA NA 56.22 25.3 59.45 41.6 30.98 -0.2768276399131866 0.10012519713624318 -0.24690338812992585 0.27484616828300573 -0.2029533127887619 NA NA NA NA NA None documented 0.5220571444987683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_VJF0JW0Y -1.128069113186259 -0.7148017793009066 PT_7WYPEC3Q BS_D46WVFCP PT_7WYPEC3Q_7316-4529_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-4529 1.9712525667351128 MB_SHH_2 0.689137328643069 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 96.61 9.16 45.66 35.47 20.97 -0.04935284944071075 -0.3533219016112113 -0.2938023512267632 0.0864371791938662 -0.4852099991136841 NA NA NA NA NA Other inherited conditions NOS 0.5026113649811991 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_6YWZ165E -2.7299767605207537 0.9628801268930165 PT_PHY9WJR1 BS_6YWZ165E PT_PHY9WJR1_7316-4283_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4283 1.894592744695414 MB_SHH_1 0.982574656048589 SHH_beta 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 117.39 16.59 67.42 20.57 27.3 0.06767924132477697 -0.14457890633899403 -0.21979789604277625 -0.371522680092949 -0.3067200066624596 NA NA NA NA NA None documented 0.482505315673096 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_AB2YMESE 3.8693311920775058 -0.8451225740787034 PT_2WSNYKAC BS_AB2YMESE PT_2WSNYKAC_7316-5320_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-5320 17.853524982888434 MB_SHH_4 0.95682746508053 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_HP7S6Y13 -1.8362199786958147 1.7345783124651337 PT_Q0N3AG4D BS_C0GQVFWA PT_Q0N3AG4D_7316-9804_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9804 1.486652977412731 MB_SHH_2 0.596721019133947 NA 0 0 0 0 1 0 0 1 0 0 1 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 107.85 11.15 49.23 75.54 43.29 0.01395036038624214 -0.29741361620182877 -0.2816609952981403 1.3180111095041138 0.14415755720722126 NA NA NA NA NA None documented 0.5937837214749853 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 +BS_PYTJAVWN -1.8094955653403808 -0.6162574124612917 PT_2S6A3RV8 BS_C8RVHTVV PT_2S6A3RV8_7316-2711_Solid Tissue_Initial CNS Tumor MB, SHH unk NA NA 7316-2711 13.61533196440794 NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 1.94 0.58 3.56 14.07 4.53 -0.5825303293622084 -0.5943737050345793 -0.43698192674357605 -0.5713038267616939 -0.9487764250059638 NA NA NA NA NA None documented 0.598394280113084 NA NA NA NA NA 1 0 p.R342* NA 0 0 1 loss Unavailable TP53 loss 10-15 +BS_CT0QDRYM 2.378454986588073 -0.7436283660520637 PT_KNJDVV4K BS_CT0QDRYM PT_KNJDVV4K_7316-4681_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-4681 10.00684462696783 MB_SHH_3 0.55067973377944 NA 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 splice_acceptor_variant NA NA NA 44.67 15.11 46.77 22.92 28.94 -0.34187675677273344 -0.18615893769873584 -0.2900273077867711 -0.2992941116819412 -0.2604761539578769 NA NA NA NA NA None documented 0.6251149512527668 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 10-15 +BS_63JEXTS8 3.848349112272216 -0.9537351699712993 PT_SBSXK3XB BS_63JEXTS8 PT_SBSXK3XB_7316-8430_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-8430 25.232032854209447 MB_SHH_4 0.979042678116461 SHH_delta 0 0 0 0 1 0 1 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA stop_gained NA frameshift_variant NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 73.28 20.39 37.74 29.13 77.14 -0.1807464335388257 -0.0378193663612786 -0.3207377963121113 -0.10842627771072498 1.098641956018272 NA NA NA NA NA None documented 0.5566821703278613 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_C7G3F912 -2.762879578656568 -1.5306053293036939 PT_S0XSZAF2 BS_C7G3F912 PT_S0XSZAF2_7316-8068_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-8068 0.36413415468856947 MB_SHH_2 0.998910818515608 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_336M1VHM 2.3104992011029215 0.19691085998255153 PT_H9QTP1JF BS_336M1VHM PT_H9QTP1JF_7316-3334_Solid Tissue_Recurrence MB, SHH alpha MB, SHH SHH alpha 7316-3334 5.06776180698152 MB_SHH_3 0.881702842801557 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA gain NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 +BS_ABMPSB4H -2.4172190465690964 2.185981488374187 PT_J6CREPMB BS_6W0VHGQE PT_J6CREPMB_7316-6528_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6528 0.9801505817932924 MB_SHH_1 0.998880050882945 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA stop_gained frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 45.84 7.85 51.62 17.15 26.5 -0.3352873657142339 -0.3901258482877395 -0.2735327486120314 -0.47663829880173486 -0.32927798359152427 NA NA NA NA NA None documented 0.4692223175124489 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_DSXA9WZK 3.120444509567177 -0.7855930176043264 PT_6H0WGQ6E BS_91NSXESW PT_6H0WGQ6E_7316-7503_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-7503 7.383983572895278 MB_SHH_3 0.914490804936151 SHH_alpha 0 1 0 1 0 0 0 1 0 0 0 0 0 0 gain gain neutral neutral amplification gain NA NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 +BS_P14GK1PS 3.05757873213856 0.8201094768339914 PT_W4M7YD0J BS_P14GK1PS PT_W4M7YD0J_7316-7598_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-7598 11.38672142368241 MB_SHH_3 0.517898480548091 NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral neutral loss loss NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 87.57 4.64 37.01 49.77 38.63 -0.1002657512944167 -0.48030956495312543 -0.3232204825384124 0.5259557018651051 0.01275734159541942 NA NA NA NA NA None documented 0.8443400735613433 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss 10-15 +BS_FM94M3PS 2.7666730420141783 0.30828083662288286 PT_RM8V31DA BS_1DMAMKFZ PT_RM8V31DA_7316-5539_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-5539 9.270362765229295 MB_SHH_4 0.498608258755839 NA 0 0 0 0 0 1 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA 190.35 27.02 154.6 54.19 42.67 0.4785869093830052 0.14844793628405115 0.07669605629821544 0.6618068815998515 0.12667512508719617 NA NA NA NA NA None documented 0.5581852083525883 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 5-10 +BS_NK7H671N 2.697584422606869 0.3465091805807182 PT_VW5Y6N97 BS_DPRBAXTR PT_VW5Y6N97_7316-5515_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-5515 14.557152635181383 MB_SHH_3 0.971707862308703 SHH_alpha 0 0 0 0 0 1 0 1 0 0 0 0 0 0 gain neutral neutral neutral NA gain NA NA stop_gained NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 10-15 +BS_PR38DGDZ -1.7913121608467233 -0.9392296310019107 PT_6XT5HH0S BS_3RGJ4VP1 PT_6XT5HH0S_7316-9450_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9450 3.7399041752224504 MB_SHH_2 0.781471535154154 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA missense_variant;missense_variant;missense_variant;missense_variant:missense_variant;missense_variant;missense_variant;missense_variant;missense_variant;missense_variant stop_gained missense_variant;splice_acceptor_variant;missense_variant missense_variant;stop_gained;splice_acceptor_variant:missense_variant;stop_gained;missense_variant;missense_variant;stop_gained;splice_acceptor_variant;missense_variant NA frameshift_variant:frameshift_variant;missense_variant missense_variant;missense_variant;missense_variant NA NA NA 0 NA NA NA NA 62.03 7.35 126.52 28.08 88.47 -0.24410596294747516 -0.4041731561795442 -0.01880233991347355 -0.1406986167879838 1.4181193042761506 NA NA NA NA NA None documented 0.6376484489366663 NA NA NA NA NA 3 0 p.R273C, p.Y236C, p.R158H NA 1 1 0 activated Methylation TP53 activation 0-5 +BS_CZNXC2S4 3.8013923756117025 -0.38948551699965783 PT_PTTBTPS6 BS_B5V3KSQY PT_PTTBTPS6_7316-9028_Solid Tissue_Recurrence MB, SHH alpha NA SHH alpha 7316-9028 8.952772073921972 MB_SHH_4 0.560980494148111 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 loss amplification neutral loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 96.02 188.26 67.05 22.3 65.91 -0.05267570476080883 4.6784237852332184 -0.2210562438561069 -0.31835015951803686 0.7819843548765258 NA GLI2 high NA NA NA None documented 0.813935180703918 NA NA NA NA yes 1 1 p.R248W 1 1 1 0 activated Molecular TP53 activation 5-10 +BS_V8M4STE2 -2.6216737766754648 -1.7790051543848786 PT_QF2ZH1V5 BS_EQKYB3JB PT_QF2ZH1V5_7316-680_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-680 0.7994524298425736 MB_SHH_2 0.999158003626786 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA splice_acceptor_variant NA NA 27.16 4.35 63.32 10.41 30.12 -0.4404923443234404 -0.4884570035303722 -0.23374175019049437 -0.6837959801167103 -0.2272031379875065 NA NA NA NA NA None documented 0.620174237944931 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_A83P2345 3.4689867821858744 -0.33767084415478255 PT_2N647SBA BS_A83P2345 PT_2N647SBA_7316-6685_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-6685 20.71457905544148 MB_SHH_4 0.98961040786072 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 67.35 14.41 39.68 38.71 53.95 -0.21414394548489607 -0.20582516874726237 -0.3141399726422154 0.18602039691797911 0.4447425997870086 NA NA NA NA NA None documented 0.5234109462974219 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_SDV5CN6V -2.7493498086084838 1.9520968285050406 PT_M26VF62B BS_B1YQHE16 PT_M26VF62B_7316-3124_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3124 2.00684462696783 MB_SHH_1 0.966530581485858 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral loss NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 +BS_4VD4ZEQQ 4.092897766300257 -0.8109207387410656 PT_9KRSSPSF BS_4VD4ZEQQ PT_9KRSSPSF_7316-520_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-520 22.458590006844627 MB_SHH_4 0.928933850371562 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA stop_gained NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 +BS_ZDJB4BK4 3.3046613160200913 0.7531758432038822 PT_97EQQMT9 BS_397XFJY9 PT_97EQQMT9_7316-3114_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-3114 11.759069130732374 MB_SHH_4 0.660800126438475 NA 0 0 0 0 0 0 0 0 1 0 0 0 1 0 neutral gain amplification loss loss NA loss NA NA NA NA NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 33.04 5.57 82.88 6.22 31.8 -0.40737643028585285 -0.4541815722743688 -0.16721936308577084 -0.8125779808154858 -0.17983138643647056 NA NA NA NA NA None documented 0.8587780780259405 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss 10-15 +BS_TVTTHYXP 2.683114101382433 -0.410543776635662 PT_C9F2B4QF BS_JMMPW4G3 PT_C9F2B4QF_7316-4270_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-4270 13.431895961670088 MB_SHH_4 0.992079901791254 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA intron_variant,splice_donor_region_variant NA NA NA NA NA NA 0 NA NA NA NA 84.97 22.99 23.69 25.15 29.52 -0.11490884253552676 0.03522663467610558 -0.3685210038183161 -0.2307538105940488 -0.24412162068430504 NA NA NA NA NA None documented 0.610349716451152 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype 10-15 +BS_Z5QBHB6Z 2.93341100921829 0.9463457579611665 PT_V0C2E99Z BS_CN0GW92K PT_V0C2E99Z_7316-6991_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-6991 6.882956878850103 MB_SHH_3 0.8342129803541252 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 0 0 amplification gain gain neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 429.18 11.28 69.17 15.97 6.28 1.823667479042362 -0.29376131614995954 -0.21384625097972584 -0.5129062608123686 -0.8994308504736348 NA NA NA NA NA None documented 0.6841839824754014 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype 5-10 +BS_PRKJWXS8 2.423442527113128 0.3542847495648713 PT_WF4Q4SF2 BS_3RAM3K7B PT_WF4Q4SF2_7316-8860_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-8860 18.351813826146476 MB_SHH_3 0.932424020621748 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral amplification loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 121.97 28.54 175.65 20.55 1.09 0.09347360974180938 0.19115175227513737 0.14828584405662193 -0.3721373913134682 -1.045775725800942 NA NA NA NA NA None documented 0.7742678447610065 DEL 1 TP53--FXR2 1 yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype >15 From d09468009c4d61a254fc1dc327c52fc6aca18d42 Mon Sep 17 00:00:00 2001 From: rjcorb Date: Wed, 3 Jul 2024 19:57:18 +0000 Subject: [PATCH 08/10] specify non-MB methylation samples in umaps --- .../molecular-subtyping-MB/06-mb-shh-umap.Rmd | 67 +++++++-- .../06-mb-shh-umap.html | 71 ++++++++-- .../molecular-subtyping-MB/plot/umap_mb.pdf | Bin 21935 -> 21935 bytes .../plot/umap_mb_group34.pdf | Bin 12124 -> 12124 bytes .../plot/umap_mb_methylation_mismatch.pdf | Bin 0 -> 21926 bytes .../plot/umap_mb_shh.pdf | Bin 9411 -> 9411 bytes .../plot/umap_mb_shh_cn_status.pdf | Bin 12889 -> 12889 bytes .../plot/umap_mb_shh_methylation_mismatch.pdf | Bin 0 -> 9855 bytes .../plot/umap_mb_shh_methylation_subtype.pdf | Bin 17025 -> 17025 bytes .../plot/umap_mb_shh_tp53_status.pdf | Bin 7268 -> 7268 bytes .../plot/umap_mb_wnt.pdf | Bin 6480 -> 6480 bytes .../mb_shh_subtypes_w_molecular_umap_data.tsv | 128 +++++++++--------- 12 files changed, 182 insertions(+), 84 deletions(-) create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_methylation_mismatch.pdf create mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_mismatch.pdf diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd index 3a02a24295..e52f687ca2 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd @@ -80,7 +80,7 @@ mb_methyl <- mb_methyl %>% column_to_rownames("Probe_ID") ``` -Identify 10k most variable probes among MB samples +Identify 20k most variable probes among MB samples ```{r} mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE) @@ -112,7 +112,31 @@ ggsave(file.path(plots_dir, "umap_mb.pdf"), width = 5.5, height = 3.5) ``` -Identify 10k most variable probes among MB Group 3/4 samples +```{r} +mb_umap_plot_df <- mb_umap_plot_df %>% + dplyr::mutate(methyl_mismatch = case_when( + sample_id %in% c("7316-1884", "7316-1676", + "7316-1666", "7316-3202") ~ "Yes", + TRUE ~ "No" + )) + +mb_umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype, + shape = methyl_mismatch)) + + geom_point(alpha = 0.7) + + labs(color = "molecular subtype", + shape = "Non-MB methylation") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + +ggsave(file.path(plots_dir, "umap_mb_methylation_mismatch.pdf"), + width = 5.5, height = 3.5) +``` + +Identify 20k most variable probes among MB Group 3/4 samples ```{r} g34_samples <- hist_mb_methyl %>% dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>% @@ -124,8 +148,6 @@ mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000]) ``` ```{r} -set.seed(2024) - mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples])) mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>% tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% @@ -151,7 +173,6 @@ ggsave(file.path(plots_dir, "umap_mb_group34.pdf"), width = 5.5, height = 3.5) ``` - Identify 10k most variable probes among MB SHH samples ```{r} mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE) @@ -161,8 +182,6 @@ mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000]) Generate UMAP df ```{r} -set.seed(2024) - mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl])) mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>% tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>% @@ -199,6 +218,11 @@ mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>% is.na(classification_source) ~ "Unavailable", TRUE ~ classification_source )) %>% + dplyr::mutate(methyl_mismatch = case_when( + sample_id %in% c("7316-1884", "7316-1676", + "7316-1666", "7316-3202") ~ "Yes", + TRUE ~ "No" + )) %>% write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv")) ``` @@ -229,6 +253,33 @@ ggsave(file.path(plots_dir, "umap_mb_shh.pdf"), width = 6.5, height = 4.5) ``` + +```{r} +mb_shh_umap_plot_df %>% + ggplot(aes(x = X1, + y = X2, + color = molecular_subtype, + size = age_range, + shape = methyl_mismatch)) + + geom_point(alpha = 0.7) + + labs(color = "molecular subtype", + size = "age range (years)", + shape = "Non-MB methylation") + + theme_bw() + + xlab("UMAP1") + + ylab("UMAP2") + + # colors to match subtypes in Garcia-Lopez 2020 review + scale_color_manual(values = c("aquamarine3", "goldenrod2", + "royalblue1", "plum4", + "gray")) + + guides(color = guide_legend(order = 1), + shape = guide_legend(order = 2), + size = guide_legend(order = 3)) + +ggsave(file.path(plots_dir, "umap_mb_shh_methylation_mismatch.pdf"), + width = 6.5, height = 4.5) +``` + Plot UMAP with methylation subtype and methylation score ```{r} @@ -313,7 +364,7 @@ ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"), width = 5.5, height = 3.5) ``` -Identify 10k most variable probes among MB samples +Identify 20k most variable probes among MB samples ```{r} wnt_samples <- hist_mb_methyl %>% dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>% diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html index 5de0233ba8..b4620fcd65 100644 --- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html +++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html @@ -450,7 +450,7 @@

2024

Wrangle data

hist <- read_tsv(hist_file)
## Rows: 47895 Columns: 66
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
+## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (45): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, sample_id, a...
 ## dbl (21): cell_line_passage, OS_days, EFS_days, age_at_diagnosis_days, age_a...
@@ -459,7 +459,7 @@ 

2024

## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
mb_shh_subtypes <- read_tsv(mb_shh_file)
## Rows: 265 Columns: 79
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
+## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (42): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (33): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
@@ -488,7 +488,7 @@ 

2024

"MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
## Rows: 265 Columns: 79
-## ── Column specification ───────────────────────────────────────────────────────────────────────────────────
+## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
 ## chr (42): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
 ## dbl (33): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
@@ -515,7 +515,7 @@ 

2024

mb_methyl <- mb_methyl %>% distinct(Probe_ID, .keep_all = TRUE) %>% column_to_rownames("Probe_ID")
-

Identify 10k most variable probes among MB samples

+

Identify 20k most variable probes among MB samples

mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE)
 
 mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:20000])
@@ -539,7 +539,28 @@

2024

ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)
-

Identify 10k most variable probes among MB Group 3/4 samples

+
mb_umap_plot_df <- mb_umap_plot_df %>%
+  dplyr::mutate(methyl_mismatch = case_when(
+    sample_id %in% c("7316-1884", "7316-1676",
+                     "7316-1666", "7316-3202") ~ "Yes",
+    TRUE ~ "No"
+  ))
+
+mb_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = methyl_mismatch)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype",
+       shape = "Non-MB methylation") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") 
+

+
ggsave(file.path(plots_dir, "umap_mb_methylation_mismatch.pdf"),
+       width = 5.5, height = 3.5)
+

Identify 20k most variable probes among MB Group 3/4 samples

g34_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>%
   pull(Kids_First_Biospecimen_ID_methyl)
@@ -547,9 +568,7 @@ 

2024

mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE) mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000])
-
set.seed(2024)
-
-mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
+
mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
 mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>%
   tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
   left_join(hist_mb_methyl)
@@ -575,9 +594,7 @@

2024

mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000])

Generate UMAP df

-
set.seed(2024)
-
-mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
+
mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
 mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>%
   tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
   inner_join(mb_shh_subtypes)
@@ -613,6 +630,11 @@

2024

is.na(classification_source) ~ "Unavailable", TRUE ~ classification_source )) %>% + dplyr::mutate(methyl_mismatch = case_when( + sample_id %in% c("7316-1884", "7316-1676", + "7316-1666", "7316-3202") ~ "Yes", + TRUE ~ "No" + )) %>% write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv"))

Plot UMAP with molecular subtype, classification source, and age range

@@ -641,6 +663,31 @@

2024

ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 6.5, height = 4.5)
## Warning: Using size for a discrete variable is not advised.
+
mb_shh_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             size = age_range,
+             shape = methyl_mismatch)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype",
+       size = "age range (years)",
+       shape = "Non-MB methylation") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
+                                "royalblue1", "plum4",
+                                "gray")) +
+  guides(color = guide_legend(order = 1),
+         shape  = guide_legend(order = 2),
+         size  = guide_legend(order = 3))
+
## Warning: Using size for a discrete variable is not advised.
+

+
ggsave(file.path(plots_dir, "umap_mb_shh_methylation_mismatch.pdf"),
+       width = 6.5, height = 4.5)
+
## Warning: Using size for a discrete variable is not advised.

Plot UMAP with methylation subtype and methylation score

-

+

ggsave(file.path(plots_dir, "umap_mb_shh_cn_status.pdf"),
        width = 8, height = 5.5)

Plot UMAP with TP53 alteration status

@@ -757,7 +723,7 @@

2024

scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", "gray")) -

+

ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"),
        width = 5.5, height = 3.5)

Identify 20k most variable probes among MB samples

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dcmca$birtXC7Y3fv8k!WM0+tPYh(0R2>^EG2uA<_ delta 27 dcmca$birtXC7Yq8iMg@SM0+tPYh(0R2>^F#2u%P0 diff --git a/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv b/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv index 660775202b..4b60118390 100644 --- a/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv +++ b/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv @@ -1,64 +1,60 @@ -Kids_First_Biospecimen_ID_methyl X1 X2 Kids_First_Participant_ID Kids_First_Biospecimen_ID match_id molecular_subtype molecular_subtype_methyl final_shh_subtype sample_id age_at_diagnosis_years dkfz_v12_methylation_subclass_collapsed dkfz_v12_methylation_subclass_score_mean SHH_subtype 2q_loss 2q_gain 2p_loss 2p_gain 9q_loss 9q_gain 9p_loss 9p_gain 10q_loss 10q_gain 14q_loss 14q_gain 17p_loss 17p_gain consensus_CN_MYCN consensus_CN_GLI2 consensus_CN_CCND2 consensus_CN_PTEN consensus_CN_PPM1D consensus_CN_MDM4 consensus_CN_TP53 CREBBP_csq DDX3X_csq KMT2D_csq PTCH1_csq SMO_csq SUFU_csq TERT_csq TP53_csq RNU1-2_csq RNU1-1_csq U1_mutation ELP1_germline_plp SUFU_germline_plp PTCH1_germline_plp TP53_germline_plp MYCN_TPM GLI2_TPM CCND2_TPM PTEN_TPM TP53_TPM MYCN_TPM_zscore GLI2_TPM_zscore CCND2_TPM_zscore PTEN_TPM_zscore TP53_TPM_zscore MYCN_exp_status GLI2_exp_status CCND2_exp_status PTEN_exp_status TP53_exp_status cancer_predispositions tp53_score tp53_SV_type tp53_SV_counts tp53_Fusions tp53_Fusion_counts tp53_cn_less_ploidy tp53_SNV_indel_counts tp53_CNV_loss_counts tp53_HGVSp_Short tp53_CNV_loss_evidence tp53_hotspot tp53_activating tp53_overlap_domain tp53_altered classification_source tp53_status age_range methyl_mismatch -BS_07YB4SN1 -2.011035748852782 -1.6002686014005458 PT_FWWRWTV2 BS_07YB4SN1 PT_FWWRWTV2_7316-2439_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-2439 2.083504449007529 MB_SHH_2 0.879236880789835 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_1GB1R07D -2.4707143833710528 -0.9599269667721009 PT_FN4GEEFR BS_1GB1R07D PT_FN4GEEFR_7316-3010_Solid Tissue_Progressive MB, SHH delta MB, SHH SHH delta 7316-3010 10.888432580424366 MB_SHH_4 0.968156384021408 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant,splice_region_variant NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 53.98 19.8 39.43 12.35 34.55 -0.28944322621321994 -0.05439518967360809 -0.3149902076512226 -0.6241689917263463 -0.10228834074281072 NA NA NA NA NA None documented 0.6753451234483276 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 10-15 No -BS_1Y8941MS 2.7352671229414316 1.0954733155778118 PT_XA98HG1C BS_1Y8941MS PT_XA98HG1C_7316-931_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-931 9.06776180698152 MB_SHH_3 0.480522307333631 NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 neutral neutral amplification neutral NA NA loss NA NA NA NA NA NA missense_variant NA NA NA 0 NA NA NA NA 49.09 12.64 606.42 17.85 3.6 -0.3169835016628462 -0.2555526386842508 1.6133087833767523 -0.4551234060835622 -0.9750000731860016 NA NA NA NA NA None documented 0.7369943604929275 NA NA NA NA NA 1 0 p.R213* NA 0 0 1 loss Molecular TP53 loss 5-10 No -BS_3NJKMKGA -2.363738612681072 -0.849797419062142 PT_62VNQ8C4 BS_3BDAG9YN PT_62VNQ8C4_7316-1884_Solid Tissue_Progressive MB, SHH unk NA NA 7316-1884 14.33264887063655 CNS_SARC_CIC 0.999997375507772 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 0.04 0.11 201.62 107.49 29.59 -0.5932310498845581 -0.6075781744528757 0.23660825679229017 2.30001228428356 -0.24214779770301187 NA NA NA NA NA None documented 0.07492147776234297 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Unavailable TP53 wildtype 10-15 Yes -BS_8KX1Y9WX -1.7969273783019548 -1.4661098952197595 PT_NTEKMKTX BS_8KX1Y9WX PT_NTEKMKTX_7316-1650_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-1650 0.45722108145106094 MB_SHH_2 0.999178645943358 SHH_gamma 0 0 0 0 1 0 1 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA stop_gained NA 37.9 8.22 91.97 26.29 25.63 -0.38000511358131633 -0.379730840447804 -0.13630481815826895 -0.19571527102445352 -0.3538097835018822 NA NA NA NA NA Other inherited conditions NOS 0.6369937749426169 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_9QDA6XJM -2.0984717051069213 0.14874500149476555 PT_9DMMZ08D BS_3V3KE3VT PT_9DMMZ08D_7316-1676_Solid Tissue_Initial CNS Tumor MB, SHH beta NA SHH beta 7316-1676 3.923340177960301 ETMR_Atyp 0.999329179743941 NA 0 1 0 1 0 0 0 0 0 0 0 0 0 1 gain gain neutral neutral gain gain gain NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 29.18 23.38 45.82 9.94 37.54 -0.42911578882073176 0.04618353483171323 -0.29325820082099857 -0.6982416937989119 -0.01797790197043133 NA NA NA NA NA None documented 0.575878583947912 NA NA NA NA NA 2 0 p.R213Dfs*34, p.T211N NA 0 0 1 loss Molecular TP53 loss 0-5 Yes -BS_9Z5PWXZB 2.942374789989009 -0.7059862755528044 PT_FN4GEEFR BS_9Z5PWXZB PT_FN4GEEFR_7316-729_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-729 10.888432580424366 MB_SHH_4 0.970570442153716 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant,splice_region_variant NA frameshift_variant;stop_gained,splice_region_variant;frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 37.42 16.69 57.94 17.88 27.78 -0.382708453502752 -0.14176944476063308 -0.25203880758432934 -0.4542013392527835 -0.2931852205050207 NA NA NA NA NA None documented 0.5851006724145965 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 10-15 No -BS_9ZTH8XZA -2.9904797365997817 1.124794921531629 PT_5JA1N2H4 BS_9ZTH8XZA PT_5JA1N2H4_7316-839_Solid Tissue_Deceased MB, SHH gamma NA SHH gamma 7316-839 4.895277207392197 MB_SHH_2 0.799879978506574 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 65.99 19.04 132.91 9.78 22.38 -0.22180340859563055 -0.07574709766915122 0.00292966691675054 -0.7031593835630655 -0.4454515647762075 NA NA NA NA NA None documented 0.579815338088175 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_CAQMF903 -2.158392209832458 -1.7552231018201823 PT_T93J9EGZ BS_3J4T2YYW PT_T93J9EGZ_7316-2196_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-2196 0.8049281314168378 MB_SHH_2 0.999068753587284 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_D78QCZ0H -1.3907664864000246 -1.1000010094733845 PT_1NZGDP3P BS_D78QCZ0H PT_1NZGDP3P_7316-1104_Solid Tissue_Initial CNS Tumor MB, SHH unk NA NA 7316-1104 2.414784394250513 MB_SHH_1 0.682775100649892 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 76.31 11.99 192.72 25.65 35.81 -0.16368160028476272 -0.2738141389435969 0.2063398904716337 -0.2153860300810684 -0.06675952707953368 NA NA NA NA NA None documented 0.5054617220116 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Unavailable TP53 wildtype 0-5 No -BS_EZZZ4AQH 3.15393903584159 -0.5216244848522158 PT_9S6WMQ92 BS_EZZZ4AQH PT_9S6WMQ92_7316-278_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-278 15.151266255989048 MB_SHH_3 0.748616895479363 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 0 1 neutral neutral neutral neutral NA NA loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 104.72 11.18 70.15 38 14.54 -0.00367766868478653 -0.29657077772832047 -0.21051332974441755 0.16419814858954696 -0.6665197386810418 NA NA NA NA NA None documented 0.701720120119439 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Methylation TP53 loss >15 No -BS_FZ2SY1NJ 2.587822106917543 1.075010447461134 PT_XA98HG1C BS_3T0YKFMJ_PHOS PT_XA98HG1C_7316-3023_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-3023 9.06776180698152 MB_SHH_3 0.745700819242141 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral amplification loss NA NA loss NA NA NA missense_variant NA NA NA NA NA NA 0 NA NA NA NA 291.87 8.12 2334.01 9.29 3.54 1.0503433027666584 -0.382540302026165 7.488738780219766 -0.7182198084657864 -0.9766919214556814 NA NA CCND2 high NA NA None documented 0.7758981166823903 NA NA NA NA NA 1 0 p.R213* NA 0 0 1 loss Methylation TP53 loss 5-10 No -BS_FZ3J46KM -2.747299932750595 1.5730336257548347 PT_H3WWDMW9 BS_FZ3J46KM PT_H3WWDMW9_7316-2118_Solid Tissue_Deceased MB, SHH beta MB, SHH SHH beta 7316-2118 0.6078028747433265 MB_SHH_1 0.95893023716325 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 7.56 4.1 95.1 3.11 20.12 -0.550878724448732 -0.4954806574762745 -0.1256598758454988 -0.9081655756062238 -0.5091778496008154 NA NA NA NA NA None documented 0.730689368455683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_HMWNCF3E -3.0801895760991855 1.5945307202998413 PT_3VQEVNDD BS_9G7ETYHR PT_3VQEVNDD_7316-1680_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1680 1.9767282683093772 MB_SHH_1 0.999094598764668 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA stop_gained;frameshift_variant NA NA NA NA NA NA NA 0 NA NA NA NA 35.21 17.38 45.7 11.45 14.81 -0.3951550810576957 -0.12238415986994272 -0.293666313625322 -0.6518309966497111 -0.6589064214674822 NA NA NA NA NA None documented 0.6334968007739475 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_HR5ZGJ2N -2.7159755648987733 2.2829879249025598 PT_CQ7EGCMB BS_7XQRH69M PT_CQ7EGCMB_7316-3809_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3809 2.0369609856262834 MB_SHH_1 0.997284295085942 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant NA NA NA NA NA NA NA 0 NA DEL NA NA 22.97 16.91 73.14 18.13 14.47 -0.4640902490543063 -0.13558862928823906 -0.20034451903669143 -0.4465174489962933 -0.6684935616623349 NA NA NA NA NA None documented 0.5673741656281114 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_KGHBXZE6 -2.179099124478585 0.2495156207706989 PT_9DMMZ08D BS_44A3ES23 PT_9DMMZ08D_7316-1666_Solid Tissue_Initial CNS Tumor MB, SHH beta NA SHH beta 7316-1666 3.923340177960301 ETMR_Atyp 0.995744703651023 NA 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA gain NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 24.22 26.66 56.07 7.08 16.53 -0.4570503013422341 0.13833387460195185 -0.25839856545170325 -0.7861453983331597 -0.6104067710699932 NA NA NA NA NA None documented 0.570648169340716 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 Yes -BS_M1MPGKYJ -2.002189265003362 1.4239473450344993 PT_HM2GMT2H BS_3F5PR9GS PT_HM2GMT2H_7316-6_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6 1.6536618754277892 MB_SHH_1 0.986611250621102 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 57.89 16.49 86.57 27.38 26.81 -0.2674222697698582 -0.14738836791735502 -0.15466989435282455 -0.1622135095061563 -0.3205367675315117 NA NA NA NA NA None documented 0.7017092306726902 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_MR7DZ7D0 -2.4637536409541636 -0.5676876806425561 PT_GH6HM5QF BS_70FKSKM9 PT_GH6HM5QF_7316-3202_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-3202 1.4373716632443532 ARMS 0.997055500034982 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 10.67 0.43 16.87 5.26 11.63 -0.5333633345410964 -0.5985878974021207 -0.39171541486403255 -0.8420841194004083 -0.7485743797605144 NA NA NA NA NA None documented 0.4548827152142242 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 Yes -BS_NBY54GNQ 3.2998683009150955 0.3884931406854256 PT_S4A0R1PM BS_1S2BHJ8K PT_S4A0R1PM_7316-2699_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-2699 20.88432580424367 MB_SHH_4 0.94547148218896 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral gain NA NA NA NA NA NA NA NA intron_variant,splice_donor_region_variant NA NA NA 0 NA NA NA NA 30.04 37.79 1.62 16.18 15.93 -0.424272304794826 0.4510269482735236 -0.4435797504134719 -0.5064517929969168 -0.6273252537667917 NA NA NA NA NA None documented 0.47250631742327814 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_Q1AHDMR6 -2.476473655871998 -1.8445484703401678 PT_WWZ2Q14R BS_DVQYQSVW PT_WWZ2Q14R_7316-3138_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-3138 0.837782340862423 MB_SHH_2 0.999123315489716 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA splice_acceptor_variant NA NA NA NA 0 NA stop_gained&splice_region_variant NA NA 8.57 4.28 33 15.39 7.3 -0.5451904466973776 -0.4904236266352248 -0.3368582520828879 -0.5307328862074258 -0.8706694298890773 NA NA NA NA NA Gorlin Syndrome (PTCH1, SUFU) 0.6850423604926275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_Q400D66E 3.428989736891224 0.13143718456603581 PT_9S6WMQ92 BS_1CZPVCXR PT_9S6WMQ92_7316-333_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-333 15.151266255989048 MB_SHH_3 0.714555105844752 SHH_alpha 0 1 0 1 0 1 0 1 0 0 0 0 0 0 gain gain neutral loss NA gain loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 224.2 46.57 94.68 33.8 62.67 0.6692286934259194 0.6976976748536134 -0.12708827066063083 0.03510879228051169 0.6906245483138139 NA NA NA NA NA None documented 0.8722682535960412 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Methylation TP53 loss >15 No -BS_Q7PP5YJN 2.88514224691499 0.05361030279671175 PT_YV2S3ES7 BS_BA6AZWB3 PT_YV2S3ES7_7316-182_Solid Tissue_Initial CNS Tumor MB, SHH delta NA SHH delta 7316-182 36.50376454483231 MB_SHH_2 0.650962061507135 NA 0 0 0 0 0 0 0 0 0 0 1 0 0 0 neutral neutral neutral neutral NA NA loss NA missense_variant NA splice_acceptor_variant NA NA NA NA NA NA 0 NA NA NA NA 23.44 14.61 13.7 25.28 16.03 -0.4614432287145672 -0.2002062455905405 -0.4024963947782439 -0.22675818766067385 -0.6245055066506586 NA NA NA NA NA None documented 0.625544054750575 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Molecular TP53 wildtype >15 No -BS_RRMTKV48 -1.9987869238571307 -0.2865635149331324 PT_CXT81GRM BS_3CG2N4PD PT_CXT81GRM_7316-1772_Solid Tissue_Deceased MB, SHH beta NA SHH beta 7316-1772 3.3429158110882957 NA NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 1 gain neutral neutral loss gain NA loss NA NA missense_variant NA NA NA NA NA NA NA 0 NA NA NA NA 0.15 0.14 9.79 6.82 2.37 -0.5926115344858958 -0.6067353359793674 -0.4157940703191166 -0.7941366441999094 -1.0096829627144386 NA NA NA NA NA None documented 0.688301092293539 NA NA NA NA yes 1 1 p.A138T 1 0 0 0 loss Molecular TP53 loss 0-5 No -BS_RWHC2Y7G -1.2700678764342288 -1.32864325161179 PT_EGGY1XC0 BS_CSY11X7E PT_EGGY1XC0_7316-2865_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-2865 4.03832991101985 MB_SHH_3 0.505203159022563 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA frameshift_variant,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 58 19.57 99.08 22.44 35.92 -0.2668027543711958 -0.06085695130383825 -0.1121241345021041 -0.3140471809744024 -0.0636578052517873 NA NA NA NA NA None documented 0.4350958181001188 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 No -BS_S2QR3V7R -3.2835331344135494 1.8927141364994067 PT_NCDHZ8H8 BS_7C40TRCY PT_NCDHZ8H8_7316-2780_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-2780 4.145106091718001 MB_SHH_1 0.996259786813413 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA splice_acceptor_variant NA 46.22 15.17 50.97 14.24 9.05 -0.33314722160976395 -0.18447326075171927 -0.27574335963545016 -0.5660787813872805 -0.8213238553567482 NA NA NA NA NA None documented 0.6620983084168066 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_T1BECW62 -2.822055351810016 2.05475915630234 PT_GR8P8NY5 BS_14P16D79_PHOS PT_GR8P8NY5_7316-178_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-178 3.381245722108145 MB_SHH_1 0.698825484853667 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 amplification neutral neutral neutral NA NA NA NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 152.76 5.24 68.6 8.44 22.69 0.26688160178557097 -0.46345279548295987 -0.21578478680026225 -0.744345035337853 -0.4367103487161949 NA NA NA NA NA None documented 0.6457034027258275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 No -BS_TRDMP775 -2.9085530610780603 2.1192377246193805 PT_PABK01H0 BS_185Q218S PT_PABK01H0_7316-1669_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1669 2.945927446954141 MB_SHH_1 0.999150207918272 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 33.1 8.43 54.53 13.37 22.67 -0.4070385127956734 -0.3738309711332461 -0.2636360131071876 -0.5928187194798665 -0.43727429813942154 NA NA NA NA NA None documented 0.7150554080199313 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_XB98DENV -2.5130986171613934 1.3576939771503507 PT_H3WWDMW9 BS_WH5HDE0A PT_H3WWDMW9_7316-737_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-737 0.6078028747433265 MB_SHH_1 0.999131794253794 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 25.99 9.33 76.17 4.98 15.46 -0.44708173538194 -0.34854581692799774 -0.19003967072752417 -0.8506900764876771 -0.6405780652126173 NA NA NA NA NA None documented 0.612941662447604 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_XPV22DSD -2.09686096381191 2.082488951296604 PT_0WMP712K BS_J1AB8PMA PT_0WMP712K_7316-922_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-922 1.3141683778234086 MB_SHH_1 0.973492336154679 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 54.4 14.88 102.87 20.31 32.22 -0.2870778037819637 -0.19262069932896597 -0.09923457176555488 -0.3795139259596989 -0.16798844854871164 NA NA NA NA NA None documented 0.6804866436479787 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_Y0CPEZ59 -2.1532110179250266 -1.9813341883923483 PT_STRDJQ01 BS_VPBMDMQX PT_STRDJQ01_7316-1038_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-1038 1.3004791238877482 MB_SHH_2 0.99805492848436 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 42.57 13.54 50.12 11.67 23.46 -0.3537038689290147 -0.2302674844790025 -0.27863415866607466 -0.6450691732239997 -0.4149982959219702 NA NA NA NA NA None documented 0.638739087578901 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_9AZ2YW9W -2.136135181818733 -1.1955980340130417 PT_DTQE1NRN BS_9AZ2YW9W PT_DTQE1NRN_7316-4865_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-4865 6.8199863107460645 MB_SHH_2 0.809681722220806 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 No -BS_KC9C1TP7 -1.926081208618587 -1.8163907474515302 PT_W5PW7QVB BS_KC9C1TP7 PT_W5PW7QVB_7316-6361_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-6361 1.839835728952772 MB_SHH_2 0.992926404876636 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_AAHD7HKE -1.2507824823178346 -0.46048755758897775 PT_7WYPEC3Q BS_AAHD7HKE PT_7WYPEC3Q_7316-5881_Solid Tissue_Progressive MB, SHH gamma MB, SHH SHH gamma 7316-5881 1.9712525667351128 MB_SHH_2 0.85921126925921 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Other inherited conditions NOS NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_NHDD620E 3.7355658958979348 -1.3676683733878836 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_YQ09RJ0G 3.8884596584325006 -1.5874087263377237 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_WJP330JF 4.255910025785095 -1.2600881965212305 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_A46S5GG6 4.153373587789619 -1.3548618640270147 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_S26W7E5B -2.351833287445927 2.038194450120174 PT_GFGHFJ3S BS_S26W7E5B PT_GFGHFJ3S_7316-4694_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4694 0.3531827515400411 MB_SHH_1 0.934894223982845 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA splice_donor_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_7J3TGDGX -2.3208316675206557 1.618996262239131 PT_M39RC0Y1 BS_19Z0ERYF PT_M39RC0Y1_7316-4523_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4523 0.6872005475701575 MB_SHH_1 0.999769332524683 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant;missense_variant NA NA NA NA NA NA NA 0 NA splice_donor_variant NA NA 56.22 25.3 59.45 41.6 30.98 -0.2768276399131866 0.10012519713624318 -0.24690338812992585 0.27484616828300573 -0.2029533127887619 NA NA NA NA NA None documented 0.5220571444987683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_VJF0JW0Y -1.128069113186259 -0.7148017793009066 PT_7WYPEC3Q BS_D46WVFCP PT_7WYPEC3Q_7316-4529_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-4529 1.9712525667351128 MB_SHH_2 0.689137328643069 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 96.61 9.16 45.66 35.47 20.97 -0.04935284944071075 -0.3533219016112113 -0.2938023512267632 0.0864371791938662 -0.4852099991136841 NA NA NA NA NA Other inherited conditions NOS 0.5026113649811991 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 No -BS_6YWZ165E -2.7299767605207537 0.9628801268930165 PT_PHY9WJR1 BS_6YWZ165E PT_PHY9WJR1_7316-4283_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4283 1.894592744695414 MB_SHH_1 0.982574656048589 SHH_beta 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 117.39 16.59 67.42 20.57 27.3 0.06767924132477697 -0.14457890633899403 -0.21979789604277625 -0.371522680092949 -0.3067200066624596 NA NA NA NA NA None documented 0.482505315673096 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_AB2YMESE 3.8693311920775058 -0.8451225740787034 PT_2WSNYKAC BS_AB2YMESE PT_2WSNYKAC_7316-5320_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-5320 17.853524982888434 MB_SHH_4 0.95682746508053 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_HP7S6Y13 -1.8362199786958147 1.7345783124651337 PT_Q0N3AG4D BS_C0GQVFWA PT_Q0N3AG4D_7316-9804_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9804 1.486652977412731 MB_SHH_2 0.596721019133947 NA 0 0 0 0 1 0 0 1 0 0 1 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 107.85 11.15 49.23 75.54 43.29 0.01395036038624214 -0.29741361620182877 -0.2816609952981403 1.3180111095041138 0.14415755720722126 NA NA NA NA NA None documented 0.5937837214749853 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 0-5 No -BS_PYTJAVWN -1.8094955653403808 -0.6162574124612917 PT_2S6A3RV8 BS_C8RVHTVV PT_2S6A3RV8_7316-2711_Solid Tissue_Initial CNS Tumor MB, SHH unk NA NA 7316-2711 13.61533196440794 NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 1.94 0.58 3.56 14.07 4.53 -0.5825303293622084 -0.5943737050345793 -0.43698192674357605 -0.5713038267616939 -0.9487764250059638 NA NA NA NA NA None documented 0.598394280113084 NA NA NA NA NA 1 0 p.R342* NA 0 0 1 loss Unavailable TP53 loss 10-15 No -BS_CT0QDRYM 2.378454986588073 -0.7436283660520637 PT_KNJDVV4K BS_CT0QDRYM PT_KNJDVV4K_7316-4681_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-4681 10.00684462696783 MB_SHH_3 0.55067973377944 NA 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 splice_acceptor_variant NA NA NA 44.67 15.11 46.77 22.92 28.94 -0.34187675677273344 -0.18615893769873584 -0.2900273077867711 -0.2992941116819412 -0.2604761539578769 NA NA NA NA NA None documented 0.6251149512527668 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 10-15 No -BS_63JEXTS8 3.848349112272216 -0.9537351699712993 PT_SBSXK3XB BS_63JEXTS8 PT_SBSXK3XB_7316-8430_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-8430 25.232032854209447 MB_SHH_4 0.979042678116461 SHH_delta 0 0 0 0 1 0 1 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA stop_gained NA frameshift_variant NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 73.28 20.39 37.74 29.13 77.14 -0.1807464335388257 -0.0378193663612786 -0.3207377963121113 -0.10842627771072498 1.098641956018272 NA NA NA NA NA None documented 0.5566821703278613 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_C7G3F912 -2.762879578656568 -1.5306053293036939 PT_S0XSZAF2 BS_C7G3F912 PT_S0XSZAF2_7316-8068_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-8068 0.36413415468856947 MB_SHH_2 0.998910818515608 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_336M1VHM 2.3104992011029215 0.19691085998255153 PT_H9QTP1JF BS_336M1VHM PT_H9QTP1JF_7316-3334_Solid Tissue_Recurrence MB, SHH alpha MB, SHH SHH alpha 7316-3334 5.06776180698152 MB_SHH_3 0.881702842801557 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA gain NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 No -BS_ABMPSB4H -2.4172190465690964 2.185981488374187 PT_J6CREPMB BS_6W0VHGQE PT_J6CREPMB_7316-6528_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6528 0.9801505817932924 MB_SHH_1 0.998880050882945 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA stop_gained frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 45.84 7.85 51.62 17.15 26.5 -0.3352873657142339 -0.3901258482877395 -0.2735327486120314 -0.47663829880173486 -0.32927798359152427 NA NA NA NA NA None documented 0.4692223175124489 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_DSXA9WZK 3.120444509567177 -0.7855930176043264 PT_6H0WGQ6E BS_91NSXESW PT_6H0WGQ6E_7316-7503_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-7503 7.383983572895278 MB_SHH_3 0.914490804936151 SHH_alpha 0 1 0 1 0 0 0 1 0 0 0 0 0 0 gain gain neutral neutral amplification gain NA NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 5-10 No -BS_P14GK1PS 3.05757873213856 0.8201094768339914 PT_W4M7YD0J BS_P14GK1PS PT_W4M7YD0J_7316-7598_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-7598 11.38672142368241 MB_SHH_3 0.517898480548091 NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral neutral loss loss NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 87.57 4.64 37.01 49.77 38.63 -0.1002657512944167 -0.48030956495312543 -0.3232204825384124 0.5259557018651051 0.01275734159541942 NA NA NA NA NA None documented 0.8443400735613433 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss 10-15 No -BS_FM94M3PS 2.7666730420141783 0.30828083662288286 PT_RM8V31DA BS_1DMAMKFZ PT_RM8V31DA_7316-5539_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-5539 9.270362765229295 MB_SHH_4 0.498608258755839 NA 0 0 0 0 0 1 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA 190.35 27.02 154.6 54.19 42.67 0.4785869093830052 0.14844793628405115 0.07669605629821544 0.6618068815998515 0.12667512508719617 NA NA NA NA NA None documented 0.5581852083525883 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype 5-10 No -BS_NK7H671N 2.697584422606869 0.3465091805807182 PT_VW5Y6N97 BS_DPRBAXTR PT_VW5Y6N97_7316-5515_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-5515 14.557152635181383 MB_SHH_3 0.971707862308703 SHH_alpha 0 0 0 0 0 1 0 1 0 0 0 0 0 0 gain neutral neutral neutral NA gain NA NA stop_gained NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 10-15 No -BS_PR38DGDZ -1.7913121608467233 -0.9392296310019107 PT_6XT5HH0S BS_3RGJ4VP1 PT_6XT5HH0S_7316-9450_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9450 3.7399041752224504 MB_SHH_2 0.781471535154154 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA missense_variant;missense_variant;missense_variant;missense_variant:missense_variant;missense_variant;missense_variant;missense_variant;missense_variant;missense_variant stop_gained missense_variant;splice_acceptor_variant;missense_variant missense_variant;stop_gained;splice_acceptor_variant:missense_variant;stop_gained;missense_variant;missense_variant;stop_gained;splice_acceptor_variant;missense_variant NA frameshift_variant:frameshift_variant;missense_variant missense_variant;missense_variant;missense_variant NA NA NA 0 NA NA NA NA 62.03 7.35 126.52 28.08 88.47 -0.24410596294747516 -0.4041731561795442 -0.01880233991347355 -0.1406986167879838 1.4181193042761506 NA NA NA NA NA None documented 0.6376484489366663 NA NA NA NA NA 3 0 p.R273C, p.Y236C, p.R158H NA 1 1 0 activated Methylation TP53 activation 0-5 No -BS_CZNXC2S4 3.8013923756117025 -0.38948551699965783 PT_PTTBTPS6 BS_B5V3KSQY PT_PTTBTPS6_7316-9028_Solid Tissue_Recurrence MB, SHH alpha NA SHH alpha 7316-9028 8.952772073921972 MB_SHH_4 0.560980494148111 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 loss amplification neutral loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 96.02 188.26 67.05 22.3 65.91 -0.05267570476080883 4.6784237852332184 -0.2210562438561069 -0.31835015951803686 0.7819843548765258 NA GLI2 high NA NA NA None documented 0.813935180703918 NA NA NA NA yes 1 1 p.R248W 1 1 1 0 activated Molecular TP53 activation 5-10 No -BS_V8M4STE2 -2.6216737766754648 -1.7790051543848786 PT_QF2ZH1V5 BS_EQKYB3JB PT_QF2ZH1V5_7316-680_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-680 0.7994524298425736 MB_SHH_2 0.999158003626786 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA splice_acceptor_variant NA NA 27.16 4.35 63.32 10.41 30.12 -0.4404923443234404 -0.4884570035303722 -0.23374175019049437 -0.6837959801167103 -0.2272031379875065 NA NA NA NA NA None documented 0.620174237944931 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_A83P2345 3.4689867821858744 -0.33767084415478255 PT_2N647SBA BS_A83P2345 PT_2N647SBA_7316-6685_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-6685 20.71457905544148 MB_SHH_4 0.98961040786072 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 67.35 14.41 39.68 38.71 53.95 -0.21414394548489607 -0.20582516874726237 -0.3141399726422154 0.18602039691797911 0.4447425997870086 NA NA NA NA NA None documented 0.5234109462974219 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_SDV5CN6V -2.7493498086084838 1.9520968285050406 PT_M26VF62B BS_B1YQHE16 PT_M26VF62B_7316-3124_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3124 2.00684462696783 MB_SHH_1 0.966530581485858 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral loss NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype 0-5 No -BS_4VD4ZEQQ 4.092897766300257 -0.8109207387410656 PT_9KRSSPSF BS_4VD4ZEQQ PT_9KRSSPSF_7316-520_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-520 22.458590006844627 MB_SHH_4 0.928933850371562 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA stop_gained NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >15 No -BS_ZDJB4BK4 3.3046613160200913 0.7531758432038822 PT_97EQQMT9 BS_397XFJY9 PT_97EQQMT9_7316-3114_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-3114 11.759069130732374 MB_SHH_4 0.660800126438475 NA 0 0 0 0 0 0 0 0 1 0 0 0 1 0 neutral gain amplification loss loss NA loss NA NA NA NA NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 33.04 5.57 82.88 6.22 31.8 -0.40737643028585285 -0.4541815722743688 -0.16721936308577084 -0.8125779808154858 -0.17983138643647056 NA NA NA NA NA None documented 0.8587780780259405 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss 10-15 No -BS_TVTTHYXP 2.683114101382433 -0.410543776635662 PT_C9F2B4QF BS_JMMPW4G3 PT_C9F2B4QF_7316-4270_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-4270 13.431895961670088 MB_SHH_4 0.992079901791254 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA intron_variant,splice_donor_region_variant NA NA NA NA NA NA 0 NA NA NA NA 84.97 22.99 23.69 25.15 29.52 -0.11490884253552676 0.03522663467610558 -0.3685210038183161 -0.2307538105940488 -0.24412162068430504 NA NA NA NA NA None documented 0.610349716451152 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype 10-15 No -BS_Z5QBHB6Z 2.93341100921829 0.9463457579611665 PT_V0C2E99Z BS_CN0GW92K PT_V0C2E99Z_7316-6991_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-6991 6.882956878850103 MB_SHH_3 0.8342129803541252 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 0 0 amplification gain gain neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 429.18 11.28 69.17 15.97 6.28 1.823667479042362 -0.29376131614995954 -0.21384625097972584 -0.5129062608123686 -0.8994308504736348 NA NA NA NA NA None documented 0.6841839824754014 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype 5-10 No -BS_PRKJWXS8 2.423442527113128 0.3542847495648713 PT_WF4Q4SF2 BS_3RAM3K7B PT_WF4Q4SF2_7316-8860_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-8860 18.351813826146476 MB_SHH_3 0.932424020621748 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral amplification loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 121.97 28.54 175.65 20.55 1.09 0.09347360974180938 0.19115175227513737 0.14828584405662193 -0.3721373913134682 -1.045775725800942 NA NA NA NA NA None documented 0.7742678447610065 DEL 1 TP53--FXR2 1 yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype >15 No +Kids_First_Biospecimen_ID_methyl X1 X2 Kids_First_Participant_ID Kids_First_Biospecimen_ID match_id molecular_subtype molecular_subtype_methyl final_shh_subtype sample_id age_at_diagnosis_years dkfz_v12_methylation_subclass_collapsed dkfz_v12_methylation_subclass_score_mean SHH_subtype 2q_loss 2q_gain 2p_loss 2p_gain 9q_loss 9q_gain 9p_loss 9p_gain 10q_loss 10q_gain 14q_loss 14q_gain 17p_loss 17p_gain consensus_CN_MYCN consensus_CN_GLI2 consensus_CN_CCND2 consensus_CN_PTEN consensus_CN_PPM1D consensus_CN_MDM4 consensus_CN_TP53 CREBBP_csq DDX3X_csq KMT2D_csq PTCH1_csq SMO_csq SUFU_csq TERT_csq TP53_csq RNU1-2_csq RNU1-1_csq U1_mutation ELP1_germline_plp SUFU_germline_plp PTCH1_germline_plp TP53_germline_plp MYCN_TPM GLI2_TPM CCND2_TPM PTEN_TPM TP53_TPM MYCN_TPM_zscore GLI2_TPM_zscore CCND2_TPM_zscore PTEN_TPM_zscore TP53_TPM_zscore MYCN_exp_status GLI2_exp_status CCND2_exp_status PTEN_exp_status TP53_exp_status cancer_predispositions tp53_score tp53_SV_type tp53_SV_counts tp53_Fusions tp53_Fusion_counts tp53_cn_less_ploidy tp53_SNV_indel_counts tp53_CNV_loss_counts tp53_HGVSp_Short tp53_CNV_loss_evidence tp53_hotspot tp53_activating tp53_overlap_domain tp53_altered classification_source tp53_status age_range +BS_07YB4SN1 -0.7347681260428249 0.8079966094225873 PT_FWWRWTV2 BS_07YB4SN1 PT_FWWRWTV2_7316-2439_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-2439 2.083504449007529 MB_SHH_2 0.879236880789835 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_1GB1R07D -0.9191083844703507 -0.12536730660936524 PT_FN4GEEFR BS_1GB1R07D PT_FN4GEEFR_7316-3010_Solid Tissue_Progressive MB, SHH delta MB, SHH SHH delta 7316-3010 10.888432580424366 MB_SHH_4 0.968156384021408 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant,splice_region_variant NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 53.98 19.8 39.43 12.35 34.55 -0.28944322621321994 -0.05439518967360809 -0.3149902076512226 -0.6241689917263463 -0.10228834074281072 NA NA NA NA NA None documented 0.6753451234483276 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [10,15) +BS_1Y8941MS 0.9326101795649491 -2.597024829040514 PT_XA98HG1C BS_1Y8941MS PT_XA98HG1C_7316-931_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-931 9.06776180698152 MB_SHH_3 0.480522307333631 NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 neutral neutral amplification neutral NA NA loss NA NA NA NA NA NA missense_variant NA NA NA 0 NA NA NA NA 49.09 12.64 606.42 17.85 3.6 -0.3169835016628462 -0.2555526386842508 1.6133087833767523 -0.4551234060835622 -0.9750000731860016 NA NA NA NA NA None documented 0.7369943604929275 NA NA NA NA NA 1 0 p.R213* NA 0 0 1 loss Molecular TP53 loss [5,10) +BS_8KX1Y9WX -1.1049570718232737 0.8298979926344292 PT_NTEKMKTX BS_8KX1Y9WX PT_NTEKMKTX_7316-1650_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-1650 0.45722108145106094 MB_SHH_2 0.999178645943358 SHH_gamma 0 0 0 0 1 0 1 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA stop_gained NA 37.9 8.22 91.97 26.29 25.63 -0.38000511358131633 -0.379730840447804 -0.13630481815826895 -0.19571527102445352 -0.3538097835018822 NA NA NA NA NA Other inherited conditions NOS 0.6369937749426169 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_9Z5PWXZB 1.8843673695296985 -1.1140749062563857 PT_FN4GEEFR BS_9Z5PWXZB PT_FN4GEEFR_7316-729_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-729 10.888432580424366 MB_SHH_4 0.970570442153716 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant,splice_region_variant NA frameshift_variant;stop_gained,splice_region_variant;frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 37.42 16.69 57.94 17.88 27.78 -0.382708453502752 -0.14176944476063308 -0.25203880758432934 -0.4542013392527835 -0.2931852205050207 NA NA NA NA NA None documented 0.5851006724145965 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [10,15) +BS_9ZTH8XZA -2.7921952354934536 2.2436129966159233 PT_5JA1N2H4 BS_9ZTH8XZA PT_5JA1N2H4_7316-839_Solid Tissue_Deceased MB, SHH gamma NA SHH gamma 7316-839 4.895277207392197 MB_SHH_2 0.799879978506574 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 65.99 19.04 132.91 9.78 22.38 -0.22180340859563055 -0.07574709766915122 0.00292966691675054 -0.7031593835630655 -0.4454515647762075 NA NA NA NA NA None documented 0.579815338088175 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_CAQMF903 -0.4778610854789602 0.9678711723896805 PT_T93J9EGZ BS_3J4T2YYW PT_T93J9EGZ_7316-2196_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-2196 0.8049281314168378 MB_SHH_2 0.999068753587284 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_D78QCZ0H -0.07576809850283084 0.21343547658344453 PT_1NZGDP3P BS_D78QCZ0H PT_1NZGDP3P_7316-1104_Solid Tissue_Initial CNS Tumor MB, SHH unk NA NA 7316-1104 2.414784394250513 MB_SHH_1 0.682775100649892 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 76.31 11.99 192.72 25.65 35.81 -0.16368160028476272 -0.2738141389435969 0.2063398904716337 -0.2153860300810684 -0.06675952707953368 NA NA NA NA NA None documented 0.5054617220116 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Unavailable TP53 wildtype [0,5) +BS_EZZZ4AQH 2.423625246651433 -1.5969954485146831 PT_9S6WMQ92 BS_EZZZ4AQH PT_9S6WMQ92_7316-278_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-278 15.151266255989048 MB_SHH_3 0.748616895479363 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 0 1 neutral neutral neutral neutral NA NA loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 104.72 11.18 70.15 38 14.54 -0.00367766868478653 -0.29657077772832047 -0.21051332974441755 0.16419814858954696 -0.6665197386810418 NA NA NA NA NA None documented 0.701720120119439 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Methylation TP53 loss >=15 +BS_FZ2SY1NJ 1.0995271935120838 -2.45396830767627 PT_XA98HG1C BS_3T0YKFMJ_PHOS PT_XA98HG1C_7316-3023_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-3023 9.06776180698152 MB_SHH_3 0.745700819242141 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral amplification loss NA NA loss NA NA NA missense_variant NA NA NA NA NA NA 0 NA NA NA NA 291.87 8.12 2334.01 9.29 3.54 1.0503433027666584 -0.382540302026165 7.488738780219766 -0.7182198084657864 -0.9766919214556814 NA NA CCND2 high NA NA None documented 0.7758981166823903 NA NA NA NA NA 1 0 p.R213* NA 0 0 1 loss Methylation TP53 loss [5,10) +BS_FZ3J46KM -3.274940723851957 2.9069679650249873 PT_H3WWDMW9 BS_FZ3J46KM PT_H3WWDMW9_7316-2118_Solid Tissue_Deceased MB, SHH beta MB, SHH SHH beta 7316-2118 0.6078028747433265 MB_SHH_1 0.95893023716325 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 7.56 4.1 95.1 3.11 20.12 -0.550878724448732 -0.4954806574762745 -0.1256598758454988 -0.9081655756062238 -0.5091778496008154 NA NA NA NA NA None documented 0.730689368455683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_HMWNCF3E -2.7587508451418437 2.778035120592192 PT_3VQEVNDD BS_9G7ETYHR PT_3VQEVNDD_7316-1680_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1680 1.9767282683093772 MB_SHH_1 0.999094598764668 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA stop_gained;frameshift_variant NA NA NA NA NA NA NA 0 NA NA NA NA 35.21 17.38 45.7 11.45 14.81 -0.3951550810576957 -0.12238415986994272 -0.293666313625322 -0.6518309966497111 -0.6589064214674822 NA NA NA NA NA None documented 0.6334968007739475 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_HR5ZGJ2N -2.3368053813071796 3.005661119433521 PT_CQ7EGCMB BS_7XQRH69M PT_CQ7EGCMB_7316-3809_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3809 2.0369609856262834 MB_SHH_1 0.997284295085942 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant NA NA NA NA NA NA NA 0 NA DEL NA NA 22.97 16.91 73.14 18.13 14.47 -0.4640902490543063 -0.13558862928823906 -0.20034451903669143 -0.4465174489962933 -0.6684935616623349 NA NA NA NA NA None documented 0.5673741656281114 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_M1MPGKYJ -3.2065682157751394 2.1816734214732816 PT_HM2GMT2H BS_3F5PR9GS PT_HM2GMT2H_7316-6_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6 1.6536618754277892 MB_SHH_1 0.986611250621102 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 57.89 16.49 86.57 27.38 26.81 -0.2674222697698582 -0.14738836791735502 -0.15466989435282455 -0.1622135095061563 -0.3205367675315117 NA NA NA NA NA None documented 0.7017092306726902 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_NBY54GNQ 1.7710170952679887 -2.2925541309138184 PT_S4A0R1PM BS_1S2BHJ8K PT_S4A0R1PM_7316-2699_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-2699 20.88432580424367 MB_SHH_4 0.94547148218896 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral gain NA NA NA NA NA NA NA NA intron_variant,splice_donor_region_variant NA NA NA 0 NA NA NA NA 30.04 37.79 1.62 16.18 15.93 -0.424272304794826 0.4510269482735236 -0.4435797504134719 -0.5064517929969168 -0.6273252537667917 NA NA NA NA NA None documented 0.47250631742327814 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_Q1AHDMR6 -0.8860123854860524 0.814082272002593 PT_WWZ2Q14R BS_DVQYQSVW PT_WWZ2Q14R_7316-3138_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-3138 0.837782340862423 MB_SHH_2 0.999123315489716 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA splice_acceptor_variant NA NA NA NA 0 NA stop_gained&splice_region_variant NA NA 8.57 4.28 33 15.39 7.3 -0.5451904466973776 -0.4904236266352248 -0.3368582520828879 -0.5307328862074258 -0.8706694298890773 NA NA NA NA NA Gorlin Syndrome (PTCH1, SUFU) 0.6850423604926275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_Q400D66E 2.4729563587452708 -2.1256778622242534 PT_9S6WMQ92 BS_1CZPVCXR PT_9S6WMQ92_7316-333_Solid Tissue_Progressive MB, SHH alpha NA SHH alpha 7316-333 15.151266255989048 MB_SHH_3 0.714555105844752 SHH_alpha 0 1 0 1 0 1 0 1 0 0 0 0 0 0 gain gain neutral loss NA gain loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 224.2 46.57 94.68 33.8 62.67 0.6692286934259194 0.6976976748536134 -0.12708827066063083 0.03510879228051169 0.6906245483138139 NA NA NA NA NA None documented 0.8722682535960412 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Methylation TP53 loss >=15 +BS_Q7PP5YJN 1.869695320036226 -1.809016319249998 PT_YV2S3ES7 BS_BA6AZWB3 PT_YV2S3ES7_7316-182_Solid Tissue_Initial CNS Tumor MB, SHH delta NA SHH delta 7316-182 36.50376454483231 MB_SHH_2 0.650962061507135 NA 0 0 0 0 0 0 0 0 0 0 1 0 0 0 neutral neutral neutral neutral NA NA loss NA missense_variant NA splice_acceptor_variant NA NA NA NA NA NA 0 NA NA NA NA 23.44 14.61 13.7 25.28 16.03 -0.4614432287145672 -0.2002062455905405 -0.4024963947782439 -0.22675818766067385 -0.6245055066506586 NA NA NA NA NA None documented 0.625544054750575 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Molecular TP53 wildtype >=15 +BS_RRMTKV48 -1.3278156195744915 0.04198906572542693 PT_CXT81GRM BS_3CG2N4PD PT_CXT81GRM_7316-1772_Solid Tissue_Deceased MB, SHH beta NA SHH beta 7316-1772 3.3429158110882957 NA NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 1 gain neutral neutral loss gain NA loss NA NA missense_variant NA NA NA NA NA NA NA 0 NA NA NA NA 0.15 0.14 9.79 6.82 2.37 -0.5926115344858958 -0.6067353359793674 -0.4157940703191166 -0.7941366441999094 -1.0096829627144386 NA NA NA NA NA None documented 0.688301092293539 NA NA NA NA yes 1 1 p.A138T 1 0 0 0 loss Molecular TP53 loss [0,5) +BS_RWHC2Y7G 0.054957594042361 -0.09333800933921177 PT_EGGY1XC0 BS_CSY11X7E PT_EGGY1XC0_7316-2865_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-2865 4.03832991101985 MB_SHH_3 0.505203159022563 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA frameshift_variant,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 58 19.57 99.08 22.44 35.92 -0.2668027543711958 -0.06085695130383825 -0.1121241345021041 -0.3140471809744024 -0.0636578052517873 NA NA NA NA NA None documented 0.4350958181001188 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [0,5) +BS_S2QR3V7R -2.343524565591453 2.4179237422489717 PT_NCDHZ8H8 BS_7C40TRCY PT_NCDHZ8H8_7316-2780_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-2780 4.145106091718001 MB_SHH_1 0.996259786813413 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA splice_acceptor_variant NA 46.22 15.17 50.97 14.24 9.05 -0.33314722160976395 -0.18447326075171927 -0.27574335963545016 -0.5660787813872805 -0.8213238553567482 NA NA NA NA NA None documented 0.6620983084168066 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_T1BECW62 -2.0419358862702572 2.7481290679703263 PT_GR8P8NY5 BS_14P16D79_PHOS PT_GR8P8NY5_7316-178_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-178 3.381245722108145 MB_SHH_1 0.698825484853667 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 amplification neutral neutral neutral NA NA NA NA NA NA frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 152.76 5.24 68.6 8.44 22.69 0.26688160178557097 -0.46345279548295987 -0.21578478680026225 -0.744345035337853 -0.4367103487161949 NA NA NA NA NA None documented 0.6457034027258275 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [0,5) +BS_TRDMP775 -2.6926244242445443 2.930286665581394 PT_PABK01H0 BS_185Q218S PT_PABK01H0_7316-1669_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-1669 2.945927446954141 MB_SHH_1 0.999150207918272 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 33.1 8.43 54.53 13.37 22.67 -0.4070385127956734 -0.3738309711332461 -0.2636360131071876 -0.5928187194798665 -0.43727429813942154 NA NA NA NA NA None documented 0.7150554080199313 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_XB98DENV -3.158628386203774 3.101858663809015 PT_H3WWDMW9 BS_WH5HDE0A PT_H3WWDMW9_7316-737_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-737 0.6078028747433265 MB_SHH_1 0.999131794253794 SHH_beta NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 25.99 9.33 76.17 4.98 15.46 -0.44708173538194 -0.34854581692799774 -0.19003967072752417 -0.8506900764876771 -0.6405780652126173 NA NA NA NA NA None documented 0.612941662447604 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_XPV22DSD -3.4554437798254716 3.480253473349749 PT_0WMP712K BS_J1AB8PMA PT_0WMP712K_7316-922_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-922 1.3141683778234086 MB_SHH_1 0.973492336154679 SHH_beta 0 1 0 1 0 0 0 0 0 0 0 0 0 0 gain gain neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 54.4 14.88 102.87 20.31 32.22 -0.2870778037819637 -0.19262069932896597 -0.09923457176555488 -0.3795139259596989 -0.16798844854871164 NA NA NA NA NA None documented 0.6804866436479787 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_Y0CPEZ59 -0.459136477638697 0.6506428376924238 PT_STRDJQ01 BS_VPBMDMQX PT_STRDJQ01_7316-1038_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-1038 1.3004791238877482 MB_SHH_2 0.99805492848436 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 42.57 13.54 50.12 11.67 23.46 -0.3537038689290147 -0.2302674844790025 -0.27863415866607466 -0.6450691732239997 -0.4149982959219702 NA NA NA NA NA None documented 0.638739087578901 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_9AZ2YW9W -0.39625437419851783 -0.003001247324849965 PT_DTQE1NRN BS_9AZ2YW9W PT_DTQE1NRN_7316-4865_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-4865 6.8199863107460645 MB_SHH_2 0.809681722220806 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [5,10) +BS_KC9C1TP7 -0.3749488046883851 0.631940573519435 PT_W5PW7QVB BS_KC9C1TP7 PT_W5PW7QVB_7316-6361_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-6361 1.839835728952772 MB_SHH_2 0.992926404876636 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_AAHD7HKE -0.07555475468435091 -0.6825387853492237 PT_7WYPEC3Q BS_AAHD7HKE PT_7WYPEC3Q_7316-5881_Solid Tissue_Progressive MB, SHH gamma MB, SHH SHH gamma 7316-5881 1.9712525667351128 MB_SHH_2 0.85921126925921 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Other inherited conditions NOS NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_NHDD620E 3.2875316727716957 -2.550533261643615 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_YQ09RJ0G 3.178156955358306 -2.5803876208068743 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_WJP330JF 3.5934408664850173 -2.635651392515193 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_A46S5GG6 3.440187728007876 -2.667951615403279 PT_DY2GNA83 BS_5S47QSET PT_DY2GNA83_7316-8419_Solid Tissue_Deceased MB, SHH delta MB, SHH SHH delta 7316-8419 18.67488021902806 MB_SHH_4 0.8071268799422935 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral neutral NA NA loss NA missense_variant stop_gained NA NA NA NA NA NA NA 0 NA NA NA NA 88.38 18.7 122.13 16.18 18.39 -0.09570386517699392 -0.08529926703557839 -0.03373246667164003 -0.5064517929969168 -0.5579594747099178 NA NA NA NA NA None documented 0.7549142304178995 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_S26W7E5B -3.617208598251326 3.1199845629139675 PT_GFGHFJ3S BS_S26W7E5B PT_GFGHFJ3S_7316-4694_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4694 0.3531827515400411 MB_SHH_1 0.934894223982845 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA splice_donor_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_7J3TGDGX -2.8588210841350232 3.4899065240536684 PT_M39RC0Y1 BS_19Z0ERYF PT_M39RC0Y1_7316-4523_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4523 0.6872005475701575 MB_SHH_1 0.999769332524683 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA frameshift_variant;missense_variant NA NA NA NA NA NA NA 0 NA splice_donor_variant NA NA 56.22 25.3 59.45 41.6 30.98 -0.2768276399131866 0.10012519713624318 -0.24690338812992585 0.27484616828300573 -0.2029533127887619 NA NA NA NA NA None documented 0.5220571444987683 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_VJF0JW0Y 0.3582520258522921 -0.4272878939893243 PT_7WYPEC3Q BS_D46WVFCP PT_7WYPEC3Q_7316-4529_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-4529 1.9712525667351128 MB_SHH_2 0.689137328643069 NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 96.61 9.16 45.66 35.47 20.97 -0.04935284944071075 -0.3533219016112113 -0.2938023512267632 0.0864371791938662 -0.4852099991136841 NA NA NA NA NA Other inherited conditions NOS 0.5026113649811991 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [0,5) +BS_6YWZ165E -2.699219746054194 1.8769921477344238 PT_PHY9WJR1 BS_6YWZ165E PT_PHY9WJR1_7316-4283_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-4283 1.894592744695414 MB_SHH_1 0.982574656048589 SHH_beta 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA frameshift_variant NA 117.39 16.59 67.42 20.57 27.3 0.06767924132477697 -0.14457890633899403 -0.21979789604277625 -0.371522680092949 -0.3067200066624596 NA NA NA NA NA None documented 0.482505315673096 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_AB2YMESE 3.044082115636531 -2.120412194720581 PT_2WSNYKAC BS_AB2YMESE PT_2WSNYKAC_7316-5320_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-5320 17.853524982888434 MB_SHH_4 0.95682746508053 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_HP7S6Y13 -2.5595259455972474 3.5447064307248177 PT_Q0N3AG4D BS_C0GQVFWA PT_Q0N3AG4D_7316-9804_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9804 1.486652977412731 MB_SHH_2 0.596721019133947 NA 0 0 0 0 1 0 0 1 0 0 1 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 107.85 11.15 49.23 75.54 43.29 0.01395036038624214 -0.29741361620182877 -0.2816609952981403 1.3180111095041138 0.14415755720722126 NA NA NA NA NA None documented 0.5937837214749853 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [0,5) +BS_PYTJAVWN -0.611103521144361 -0.4753185793021919 PT_2S6A3RV8 BS_C8RVHTVV PT_2S6A3RV8_7316-2711_Solid Tissue_Initial CNS Tumor MB, SHH unk NA NA 7316-2711 13.61533196440794 NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 1.94 0.58 3.56 14.07 4.53 -0.5825303293622084 -0.5943737050345793 -0.43698192674357605 -0.5713038267616939 -0.9487764250059638 NA NA NA NA NA None documented 0.598394280113084 NA NA NA NA NA 1 0 p.R342* NA 0 0 1 loss Unavailable TP53 loss [10,15) +BS_CT0QDRYM 1.2751460428862433 -0.8737890993740225 PT_KNJDVV4K BS_CT0QDRYM PT_KNJDVV4K_7316-4681_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-4681 10.00684462696783 MB_SHH_3 0.55067973377944 NA 0 0 0 0 0 0 0 1 0 0 0 0 0 0 neutral neutral neutral loss amplification NA loss NA NA NA frameshift_variant NA NA NA NA NA NA 0 splice_acceptor_variant NA NA NA 44.67 15.11 46.77 22.92 28.94 -0.34187675677273344 -0.18615893769873584 -0.2900273077867711 -0.2992941116819412 -0.2604761539578769 NA NA NA NA NA None documented 0.6251149512527668 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [10,15) +BS_63JEXTS8 3.235062791287846 -1.9499081519898243 PT_SBSXK3XB BS_63JEXTS8 PT_SBSXK3XB_7316-8430_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-8430 25.232032854209447 MB_SHH_4 0.979042678116461 SHH_delta 0 0 0 0 1 0 1 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA stop_gained NA frameshift_variant NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 73.28 20.39 37.74 29.13 77.14 -0.1807464335388257 -0.0378193663612786 -0.3207377963121113 -0.10842627771072498 1.098641956018272 NA NA NA NA NA None documented 0.5566821703278613 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_C7G3F912 -1.0057473529943919 1.3308531621707227 PT_S0XSZAF2 BS_C7G3F912 PT_S0XSZAF2_7316-8068_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-8068 0.36413415468856947 MB_SHH_2 0.998910818515608 SHH_gamma NA NA NA NA NA NA NA NA NA NA NA NA NA NA neutral neutral neutral neutral NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_336M1VHM 1.084886928263379 -1.351828883716159 PT_H9QTP1JF BS_336M1VHM PT_H9QTP1JF_7316-3334_Solid Tissue_Recurrence MB, SHH alpha MB, SHH SHH alpha 7316-3334 5.06776180698152 MB_SHH_3 0.881702842801557 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA gain NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [5,10) +BS_ABMPSB4H -3.583829142542 3.3464660828415607 PT_J6CREPMB BS_6W0VHGQE PT_J6CREPMB_7316-6528_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-6528 0.9801505817932924 MB_SHH_1 0.998880050882945 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA stop_gained frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA 45.84 7.85 51.62 17.15 26.5 -0.3352873657142339 -0.3901258482877395 -0.2735327486120314 -0.47663829880173486 -0.32927798359152427 NA NA NA NA NA None documented 0.4692223175124489 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_DSXA9WZK 1.7279848268469893 -0.7534942475606237 PT_6H0WGQ6E BS_91NSXESW PT_6H0WGQ6E_7316-7503_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-7503 7.383983572895278 MB_SHH_3 0.914490804936151 SHH_alpha 0 1 0 1 0 0 0 1 0 0 0 0 0 0 gain gain neutral neutral amplification gain NA NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [5,10) +BS_P14GK1PS 1.365537464090183 -2.4421277915064765 PT_W4M7YD0J BS_P14GK1PS PT_W4M7YD0J_7316-7598_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-7598 11.38672142368241 MB_SHH_3 0.517898480548091 NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 amplification neutral neutral loss loss NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 87.57 4.64 37.01 49.77 38.63 -0.1002657512944167 -0.48030956495312543 -0.3232204825384124 0.5259557018651051 0.01275734159541942 NA NA NA NA NA None documented 0.8443400735613433 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss [10,15) +BS_FM94M3PS 1.291683842279859 -1.4946552704510976 PT_RM8V31DA BS_1DMAMKFZ PT_RM8V31DA_7316-5539_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-5539 9.270362765229295 MB_SHH_4 0.498608258755839 NA 0 0 0 0 0 1 0 1 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA 190.35 27.02 154.6 54.19 42.67 0.4785869093830052 0.14844793628405115 0.07669605629821544 0.6618068815998515 0.12667512508719617 NA NA NA NA NA None documented 0.5581852083525883 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Molecular TP53 wildtype [5,10) +BS_NK7H671N 1.2875397235292851 -1.7467816725100545 PT_VW5Y6N97 BS_DPRBAXTR PT_VW5Y6N97_7316-5515_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-5515 14.557152635181383 MB_SHH_3 0.971707862308703 SHH_alpha 0 0 0 0 0 1 0 1 0 0 0 0 0 0 gain neutral neutral neutral NA gain NA NA stop_gained NA NA NA NA NA NA NA NA 0 frameshift_variant NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [10,15) +BS_PR38DGDZ -0.7888292979501621 -0.0872226612637177 PT_6XT5HH0S BS_3RGJ4VP1 PT_6XT5HH0S_7316-9450_Solid Tissue_Initial CNS Tumor MB, SHH gamma NA SHH gamma 7316-9450 3.7399041752224504 MB_SHH_2 0.781471535154154 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA missense_variant;missense_variant;missense_variant;missense_variant:missense_variant;missense_variant;missense_variant;missense_variant;missense_variant;missense_variant stop_gained missense_variant;splice_acceptor_variant;missense_variant missense_variant;stop_gained;splice_acceptor_variant:missense_variant;stop_gained;missense_variant;missense_variant;stop_gained;splice_acceptor_variant;missense_variant NA frameshift_variant:frameshift_variant;missense_variant missense_variant;missense_variant;missense_variant NA NA NA 0 NA NA NA NA 62.03 7.35 126.52 28.08 88.47 -0.24410596294747516 -0.4041731561795442 -0.01880233991347355 -0.1406986167879838 1.4181193042761506 NA NA NA NA NA None documented 0.6376484489366663 NA NA NA NA NA 3 0 p.R273C, p.Y236C, p.R158H NA 1 1 0 activated Methylation TP53 activation [0,5) +BS_CZNXC2S4 2.239458478884 -1.8398240205393506 PT_PTTBTPS6 BS_B5V3KSQY PT_PTTBTPS6_7316-9028_Solid Tissue_Recurrence MB, SHH alpha NA SHH alpha 7316-9028 8.952772073921972 MB_SHH_4 0.560980494148111 NA 0 0 0 0 1 0 1 0 0 0 0 0 0 0 loss amplification neutral loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 96.02 188.26 67.05 22.3 65.91 -0.05267570476080883 4.6784237852332184 -0.2210562438561069 -0.31835015951803686 0.7819843548765258 NA GLI2 high NA NA NA None documented 0.813935180703918 NA NA NA NA yes 1 1 p.R248W 1 1 1 0 activated Molecular TP53 activation [5,10) +BS_V8M4STE2 -0.5285163864458835 1.2951872556797146 PT_QF2ZH1V5 BS_EQKYB3JB PT_QF2ZH1V5_7316-680_Solid Tissue_Initial CNS Tumor MB, SHH gamma MB, SHH SHH gamma 7316-680 0.7994524298425736 MB_SHH_2 0.999158003626786 SHH_gamma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral loss NA NA NA NA NA NA NA NA NA NA NA NA NA 0 NA splice_acceptor_variant NA NA 27.16 4.35 63.32 10.41 30.12 -0.4404923443234404 -0.4884570035303722 -0.23374175019049437 -0.6837959801167103 -0.2272031379875065 NA NA NA NA NA None documented 0.620174237944931 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_A83P2345 2.8121352165447213 -1.8806603142389309 PT_2N647SBA BS_A83P2345 PT_2N647SBA_7316-6685_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-6685 20.71457905544148 MB_SHH_4 0.98961040786072 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA NA NA stop_gained,splice_region_variant NA NA NA NA NA NA 0 NA NA NA NA 67.35 14.41 39.68 38.71 53.95 -0.21414394548489607 -0.20582516874726237 -0.3141399726422154 0.18602039691797911 0.4447425997870086 NA NA NA NA NA None documented 0.5234109462974219 NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_SDV5CN6V -2.5367666529657726 3.2409489687004394 PT_M26VF62B BS_B1YQHE16 PT_M26VF62B_7316-3124_Solid Tissue_Initial CNS Tumor MB, SHH beta MB, SHH SHH beta 7316-3124 2.00684462696783 MB_SHH_1 0.966530581485858 SHH_beta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 gain neutral neutral loss NA NA NA NA NA NA stop_gained,frameshift_variant NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype [0,5) +BS_4VD4ZEQQ 2.9333472976633344 -2.293528903381066 PT_9KRSSPSF BS_4VD4ZEQQ PT_9KRSSPSF_7316-520_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-520 22.458590006844627 MB_SHH_4 0.928933850371562 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA NA NA missense_variant NA stop_gained NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA None documented NA NA NA NA NA NA 0 0 NA NA 0 0 0 Other Methylation TP53 wildtype >=15 +BS_ZDJB4BK4 1.7691568478083992 -2.8534780543156693 PT_97EQQMT9 BS_397XFJY9 PT_97EQQMT9_7316-3114_Solid Tissue_Initial CNS Tumor MB, SHH alpha NA SHH alpha 7316-3114 11.759069130732374 MB_SHH_4 0.660800126438475 NA 0 0 0 0 0 0 0 0 1 0 0 0 1 0 neutral gain amplification loss loss NA loss NA NA NA NA NA NA NA NA NA non_coding_transcript_exon_variant 1 NA NA NA NA 33.04 5.57 82.88 6.22 31.8 -0.40737643028585285 -0.4541815722743688 -0.16721936308577084 -0.8125779808154858 -0.17983138643647056 NA NA NA NA NA None documented 0.8587780780259405 NA NA NA NA yes 1 1 p.R175H 1 1 0 0 loss Molecular TP53 loss [10,15) +BS_TVTTHYXP 2.0161363668523524 -1.346884234982041 PT_C9F2B4QF BS_JMMPW4G3 PT_C9F2B4QF_7316-4270_Solid Tissue_Initial CNS Tumor MB, SHH delta MB, SHH SHH delta 7316-4270 13.431895961670088 MB_SHH_4 0.992079901791254 SHH_delta 0 0 0 0 0 0 0 0 0 0 0 0 0 0 neutral neutral neutral neutral NA NA loss NA NA NA intron_variant,splice_donor_region_variant NA NA NA NA NA NA 0 NA NA NA NA 84.97 22.99 23.69 25.15 29.52 -0.11490884253552676 0.03522663467610558 -0.3685210038183161 -0.2307538105940488 -0.24412162068430504 NA NA NA NA NA None documented 0.610349716451152 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype [10,15) +BS_Z5QBHB6Z 1.7202096880581799 -2.6388783215723866 PT_V0C2E99Z BS_CN0GW92K PT_V0C2E99Z_7316-6991_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-6991 6.882956878850103 MB_SHH_3 0.8342129803541252 SHH_alpha 0 0 0 0 0 0 0 0 0 0 0 0 0 0 amplification gain gain neutral NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 429.18 11.28 69.17 15.97 6.28 1.823667479042362 -0.29376131614995954 -0.21384625097972584 -0.5129062608123686 -0.8994308504736348 NA NA NA NA NA None documented 0.6841839824754014 NA NA NA NA yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype [5,10) +BS_PRKJWXS8 1.514477117917667 -2.0931420326076378 PT_WF4Q4SF2 BS_3RAM3K7B PT_WF4Q4SF2_7316-8860_Solid Tissue_Initial CNS Tumor MB, SHH alpha MB, SHH SHH alpha 7316-8860 18.351813826146476 MB_SHH_3 0.932424020621748 SHH_alpha 0 0 0 0 1 0 0 1 0 0 0 0 0 0 neutral neutral amplification loss NA NA loss NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA 121.97 28.54 175.65 20.55 1.09 0.09347360974180938 0.19115175227513737 0.14828584405662193 -0.3721373913134682 -1.045775725800942 NA NA NA NA NA None documented 0.7742678447610065 DEL 1 TP53--FXR2 1 yes 0 1 NA 1 0 0 0 loss Methylation TP53 wildtype >=15 From a6fa5b9cab09a9ed38a5f1acf5c97bbb804e84bd Mon Sep 17 00:00:00 2001 From: rjcorb Date: Wed, 3 Jul 2024 21:06:33 +0000 Subject: [PATCH 10/10] rm outdated plots --- .../plot/umap_mb_methylation_mismatch.pdf | Bin 21926 -> 0 bytes .../plot/umap_mb_shh_methylation_mismatch.pdf | Bin 9579 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_methylation_mismatch.pdf delete mode 100644 analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_mismatch.pdf diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_methylation_mismatch.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_methylation_mismatch.pdf deleted file mode 100644 index 2bd3eaab1b0bfae6ccb59b94eeabf2c7096646c7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 21926 zcmZ_0bzBtx7d@;ZAt{~G-CYvW-Q6t`ONVrK!%_mGbT> 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mb_shh_umap_plot_df %>%
   dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>%
@@ -713,7 +760,7 @@ 

2024

ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"),
        width = 5.5, height = 3.5)
-

Identify 10k most variable probes among MB samples

+

Identify 20k most variable probes among MB samples

wnt_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>%
   pull(Kids_First_Biospecimen_ID_methyl)
diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb.pdf
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diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_subtype.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_shh_methylation_subtype.pdf
index 59bcd6145e621d5d8b5c089fc41821d9be0efe0f..0eb8940f6dab4ea8fe86c7679603d666a7603d5a 100644
GIT binary patch
delta 50
ycmZo{Wo&F^oM5JEZeVO^X<}|G7>09L6Cxc~qF

delta 48
wcmaE2@x)?+nW~wQsiC>Cg{grim%eX)ic4Zis)B}#m63swi2+=0V>G7>09OqRy#N3J

diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_wnt.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_wnt.pdf
index d80f12d40b4c3e632a6587123ff9f9c4b5126fad..4f9a0a814b4636009fd79262e5c7791c0bcdf4d5 100644
GIT binary patch
delta 48
wcmca$birtXnX0*gv7x1jxv`NZm%eX)ic4Zis)B}#m63swi2+=0WAs-E08b?iZvX%Q

delta 48
wcmca$birtXnW~wQsiC>CrGbGam%eX)ic4Zis)B}#m63swi2+=0WAs-E08YaVX#fBK

diff --git a/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv b/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv
index e98860c0e1..660775202b 100644
--- a/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv
+++ b/analyses/molecular-subtyping-MB/results/mb_shh_subtypes_w_molecular_umap_data.tsv
@@ -1,64 +1,64 @@
-Kids_First_Biospecimen_ID_methyl	X1	X2	Kids_First_Participant_ID	Kids_First_Biospecimen_ID	match_id	molecular_subtype	molecular_subtype_methyl	final_shh_subtype	sample_id	age_at_diagnosis_years	dkfz_v12_methylation_subclass_collapsed	dkfz_v12_methylation_subclass_score_mean	SHH_subtype	2q_loss	2q_gain	2p_loss	2p_gain	9q_loss	9q_gain	9p_loss	9p_gain	10q_loss	10q_gain	14q_loss	14q_gain	17p_loss	17p_gain	consensus_CN_MYCN	consensus_CN_GLI2	consensus_CN_CCND2	consensus_CN_PTEN	consensus_CN_PPM1D	consensus_CN_MDM4	consensus_CN_TP53	CREBBP_csq	DDX3X_csq	KMT2D_csq	PTCH1_csq	SMO_csq	SUFU_csq	TERT_csq	TP53_csq	RNU1-2_csq	RNU1-1_csq	U1_mutation	ELP1_germline_plp	SUFU_germline_plp	PTCH1_germline_plp	TP53_germline_plp	MYCN_TPM	GLI2_TPM	CCND2_TPM	PTEN_TPM	TP53_TPM	MYCN_TPM_zscore	GLI2_TPM_zscore	CCND2_TPM_zscore	PTEN_TPM_zscore	TP53_TPM_zscore	MYCN_exp_status	GLI2_exp_status	CCND2_exp_status	PTEN_exp_status	TP53_exp_status	cancer_predispositions	tp53_score	tp53_SV_type	tp53_SV_counts	tp53_Fusions	tp53_Fusion_counts	tp53_cn_less_ploidy	tp53_SNV_indel_counts	tp53_CNV_loss_counts	tp53_HGVSp_Short	tp53_CNV_loss_evidence	tp53_hotspot	tp53_activating	tp53_overlap_domain	tp53_altered	classification_source	tp53_status	age_range
-BS_07YB4SN1	-2.011035748852782	-1.6002686014005458	PT_FWWRWTV2	BS_07YB4SN1	PT_FWWRWTV2_7316-2439_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-2439	2.083504449007529	MB_SHH_2	0.879236880789835	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_1GB1R07D	-2.4707143833710528	-0.9599269667721009	PT_FN4GEEFR	BS_1GB1R07D	PT_FN4GEEFR_7316-3010_Solid Tissue_Progressive	MB, SHH delta	MB, SHH	SHH delta	7316-3010	10.888432580424366	MB_SHH_4	0.968156384021408	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant,splice_region_variant	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	53.98	19.8	39.43	12.35	34.55	-0.28944322621321994	-0.05439518967360809	-0.3149902076512226	-0.6241689917263463	-0.10228834074281072	NA	NA	NA	NA	NA	None documented	0.6753451234483276	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15
-BS_1Y8941MS	2.7352671229414316	1.0954733155778118	PT_XA98HG1C	BS_1Y8941MS	PT_XA98HG1C_7316-931_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-931	9.06776180698152	MB_SHH_3	0.480522307333631	NA	0	0	0	0	0	0	0	0	0	0	0	0	1	0	neutral	neutral	amplification	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	missense_variant	NA	NA	NA	0	NA	NA	NA	NA	49.09	12.64	606.42	17.85	3.6	-0.3169835016628462	-0.2555526386842508	1.6133087833767523	-0.4551234060835622	-0.9750000731860016	NA	NA	NA	NA	NA	None documented	0.7369943604929275	NA	NA	NA	NA	NA	1	0	p.R213*	NA	0	0	1	loss	Molecular	TP53 loss	5-10
-BS_3NJKMKGA	-2.363738612681072	-0.849797419062142	PT_62VNQ8C4	BS_3BDAG9YN	PT_62VNQ8C4_7316-1884_Solid Tissue_Progressive	MB, SHH unk	NA	NA	7316-1884	14.33264887063655	CNS_SARC_CIC	0.999997375507772	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	0.04	0.11	201.62	107.49	29.59	-0.5932310498845581	-0.6075781744528757	0.23660825679229017	2.30001228428356	-0.24214779770301187	NA	NA	NA	NA	NA	None documented	0.07492147776234297	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Unavailable	TP53 wildtype	10-15
-BS_8KX1Y9WX	-1.7969273783019548	-1.4661098952197595	PT_NTEKMKTX	BS_8KX1Y9WX	PT_NTEKMKTX_7316-1650_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-1650	0.45722108145106094	MB_SHH_2	0.999178645943358	SHH_gamma	0	0	0	0	1	0	1	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	stop_gained	NA	37.9	8.22	91.97	26.29	25.63	-0.38000511358131633	-0.379730840447804	-0.13630481815826895	-0.19571527102445352	-0.3538097835018822	NA	NA	NA	NA	NA	Other inherited conditions NOS	0.6369937749426169	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_9QDA6XJM	-2.0984717051069213	0.14874500149476555	PT_9DMMZ08D	BS_3V3KE3VT	PT_9DMMZ08D_7316-1676_Solid Tissue_Initial CNS Tumor	MB, SHH beta	NA	SHH beta	7316-1676	3.923340177960301	ETMR_Atyp	0.999329179743941	NA	0	1	0	1	0	0	0	0	0	0	0	0	0	1	gain	gain	neutral	neutral	gain	gain	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	29.18	23.38	45.82	9.94	37.54	-0.42911578882073176	0.04618353483171323	-0.29325820082099857	-0.6982416937989119	-0.01797790197043133	NA	NA	NA	NA	NA	None documented	0.575878583947912	NA	NA	NA	NA	NA	2	0	p.R213Dfs*34, p.T211N	NA	0	0	1	loss	Molecular	TP53 loss	0-5
-BS_9Z5PWXZB	2.942374789989009	-0.7059862755528044	PT_FN4GEEFR	BS_9Z5PWXZB	PT_FN4GEEFR_7316-729_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-729	10.888432580424366	MB_SHH_4	0.970570442153716	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant,splice_region_variant	NA	frameshift_variant;stop_gained,splice_region_variant;frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	37.42	16.69	57.94	17.88	27.78	-0.382708453502752	-0.14176944476063308	-0.25203880758432934	-0.4542013392527835	-0.2931852205050207	NA	NA	NA	NA	NA	None documented	0.5851006724145965	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15
-BS_9ZTH8XZA	-2.9904797365997817	1.124794921531629	PT_5JA1N2H4	BS_9ZTH8XZA	PT_5JA1N2H4_7316-839_Solid Tissue_Deceased	MB, SHH gamma	NA	SHH gamma	7316-839	4.895277207392197	MB_SHH_2	0.799879978506574	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	65.99	19.04	132.91	9.78	22.38	-0.22180340859563055	-0.07574709766915122	0.00292966691675054	-0.7031593835630655	-0.4454515647762075	NA	NA	NA	NA	NA	None documented	0.579815338088175	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_CAQMF903	-2.158392209832458	-1.7552231018201823	PT_T93J9EGZ	BS_3J4T2YYW	PT_T93J9EGZ_7316-2196_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-2196	0.8049281314168378	MB_SHH_2	0.999068753587284	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_D78QCZ0H	-1.3907664864000246	-1.1000010094733845	PT_1NZGDP3P	BS_D78QCZ0H	PT_1NZGDP3P_7316-1104_Solid Tissue_Initial CNS Tumor	MB, SHH unk	NA	NA	7316-1104	2.414784394250513	MB_SHH_1	0.682775100649892	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	76.31	11.99	192.72	25.65	35.81	-0.16368160028476272	-0.2738141389435969	0.2063398904716337	-0.2153860300810684	-0.06675952707953368	NA	NA	NA	NA	NA	None documented	0.5054617220116	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Unavailable	TP53 wildtype	0-5
-BS_EZZZ4AQH	3.15393903584159	-0.5216244848522158	PT_9S6WMQ92	BS_EZZZ4AQH	PT_9S6WMQ92_7316-278_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-278	15.151266255989048	MB_SHH_3	0.748616895479363	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	0	1	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	104.72	11.18	70.15	38	14.54	-0.00367766868478653	-0.29657077772832047	-0.21051332974441755	0.16419814858954696	-0.6665197386810418	NA	NA	NA	NA	NA	None documented	0.701720120119439	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Methylation	TP53 loss	>15
-BS_FZ2SY1NJ	2.587822106917543	1.075010447461134	PT_XA98HG1C	BS_3T0YKFMJ_PHOS	PT_XA98HG1C_7316-3023_Solid Tissue_Progressive	MB, SHH alpha	NA	SHH alpha	7316-3023	9.06776180698152	MB_SHH_3	0.745700819242141	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	1	0	amplification	neutral	amplification	loss	NA	NA	loss	NA	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	291.87	8.12	2334.01	9.29	3.54	1.0503433027666584	-0.382540302026165	7.488738780219766	-0.7182198084657864	-0.9766919214556814	NA	NA	CCND2 high	NA	NA	None documented	0.7758981166823903	NA	NA	NA	NA	NA	1	0	p.R213*	NA	0	0	1	loss	Methylation	TP53 loss	5-10
-BS_FZ3J46KM	-2.747299932750595	1.5730336257548347	PT_H3WWDMW9	BS_FZ3J46KM	PT_H3WWDMW9_7316-2118_Solid Tissue_Deceased	MB, SHH beta	MB, SHH	SHH beta	7316-2118	0.6078028747433265	MB_SHH_1	0.95893023716325	SHH_beta	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	7.56	4.1	95.1	3.11	20.12	-0.550878724448732	-0.4954806574762745	-0.1256598758454988	-0.9081655756062238	-0.5091778496008154	NA	NA	NA	NA	NA	None documented	0.730689368455683	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_HMWNCF3E	-3.0801895760991855	1.5945307202998413	PT_3VQEVNDD	BS_9G7ETYHR	PT_3VQEVNDD_7316-1680_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-1680	1.9767282683093772	MB_SHH_1	0.999094598764668	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	stop_gained;frameshift_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	35.21	17.38	45.7	11.45	14.81	-0.3951550810576957	-0.12238415986994272	-0.293666313625322	-0.6518309966497111	-0.6589064214674822	NA	NA	NA	NA	NA	None documented	0.6334968007739475	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_HR5ZGJ2N	-2.7159755648987733	2.2829879249025598	PT_CQ7EGCMB	BS_7XQRH69M	PT_CQ7EGCMB_7316-3809_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-3809	2.0369609856262834	MB_SHH_1	0.997284295085942	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	DEL	NA	NA	22.97	16.91	73.14	18.13	14.47	-0.4640902490543063	-0.13558862928823906	-0.20034451903669143	-0.4465174489962933	-0.6684935616623349	NA	NA	NA	NA	NA	None documented	0.5673741656281114	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_KGHBXZE6	-2.179099124478585	0.2495156207706989	PT_9DMMZ08D	BS_44A3ES23	PT_9DMMZ08D_7316-1666_Solid Tissue_Initial CNS Tumor	MB, SHH beta	NA	SHH beta	7316-1666	3.923340177960301	ETMR_Atyp	0.995744703651023	NA	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	24.22	26.66	56.07	7.08	16.53	-0.4570503013422341	0.13833387460195185	-0.25839856545170325	-0.7861453983331597	-0.6104067710699932	NA	NA	NA	NA	NA	None documented	0.570648169340716	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_M1MPGKYJ	-2.002189265003362	1.4239473450344993	PT_HM2GMT2H	BS_3F5PR9GS	PT_HM2GMT2H_7316-6_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-6	1.6536618754277892	MB_SHH_1	0.986611250621102	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	57.89	16.49	86.57	27.38	26.81	-0.2674222697698582	-0.14738836791735502	-0.15466989435282455	-0.1622135095061563	-0.3205367675315117	NA	NA	NA	NA	NA	None documented	0.7017092306726902	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_MR7DZ7D0	-2.4637536409541636	-0.5676876806425561	PT_GH6HM5QF	BS_70FKSKM9	PT_GH6HM5QF_7316-3202_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-3202	1.4373716632443532	ARMS	0.997055500034982	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	10.67	0.43	16.87	5.26	11.63	-0.5333633345410964	-0.5985878974021207	-0.39171541486403255	-0.8420841194004083	-0.7485743797605144	NA	NA	NA	NA	NA	None documented	0.4548827152142242	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_NBY54GNQ	3.2998683009150955	0.3884931406854256	PT_S4A0R1PM	BS_1S2BHJ8K	PT_S4A0R1PM_7316-2699_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-2699	20.88432580424367	MB_SHH_4	0.94547148218896	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	gain	NA	NA	NA	NA	NA	NA	NA	NA	intron_variant,splice_donor_region_variant	NA	NA	NA	0	NA	NA	NA	NA	30.04	37.79	1.62	16.18	15.93	-0.424272304794826	0.4510269482735236	-0.4435797504134719	-0.5064517929969168	-0.6273252537667917	NA	NA	NA	NA	NA	None documented	0.47250631742327814	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_Q1AHDMR6	-2.476473655871998	-1.8445484703401678	PT_WWZ2Q14R	BS_DVQYQSVW	PT_WWZ2Q14R_7316-3138_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-3138	0.837782340862423	MB_SHH_2	0.999123315489716	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	splice_acceptor_variant	NA	NA	NA	NA	0	NA	stop_gained&splice_region_variant	NA	NA	8.57	4.28	33	15.39	7.3	-0.5451904466973776	-0.4904236266352248	-0.3368582520828879	-0.5307328862074258	-0.8706694298890773	NA	NA	NA	NA	NA	Gorlin Syndrome (PTCH1, SUFU)	0.6850423604926275	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_Q400D66E	3.428989736891224	0.13143718456603581	PT_9S6WMQ92	BS_1CZPVCXR	PT_9S6WMQ92_7316-333_Solid Tissue_Progressive	MB, SHH alpha	NA	SHH alpha	7316-333	15.151266255989048	MB_SHH_3	0.714555105844752	SHH_alpha	0	1	0	1	0	1	0	1	0	0	0	0	0	0	gain	gain	neutral	loss	NA	gain	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	224.2	46.57	94.68	33.8	62.67	0.6692286934259194	0.6976976748536134	-0.12708827066063083	0.03510879228051169	0.6906245483138139	NA	NA	NA	NA	NA	None documented	0.8722682535960412	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Methylation	TP53 loss	>15
-BS_Q7PP5YJN	2.88514224691499	0.05361030279671175	PT_YV2S3ES7	BS_BA6AZWB3	PT_YV2S3ES7_7316-182_Solid Tissue_Initial CNS Tumor	MB, SHH delta	NA	SHH delta	7316-182	36.50376454483231	MB_SHH_2	0.650962061507135	NA	0	0	0	0	0	0	0	0	0	0	1	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	NA	splice_acceptor_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	23.44	14.61	13.7	25.28	16.03	-0.4614432287145672	-0.2002062455905405	-0.4024963947782439	-0.22675818766067385	-0.6245055066506586	NA	NA	NA	NA	NA	None documented	0.625544054750575	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Molecular	TP53 wildtype	>15
-BS_RRMTKV48	-1.9987869238571307	-0.2865635149331324	PT_CXT81GRM	BS_3CG2N4PD	PT_CXT81GRM_7316-1772_Solid Tissue_Deceased	MB, SHH beta	NA	SHH beta	7316-1772	3.3429158110882957	NA	NA	NA	0	0	0	0	0	0	0	0	1	0	0	0	0	1	gain	neutral	neutral	loss	gain	NA	loss	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	0.15	0.14	9.79	6.82	2.37	-0.5926115344858958	-0.6067353359793674	-0.4157940703191166	-0.7941366441999094	-1.0096829627144386	NA	NA	NA	NA	NA	None documented	0.688301092293539	NA	NA	NA	NA	yes	1	1	p.A138T	1	0	0	0	loss	Molecular	TP53 loss	0-5
-BS_RWHC2Y7G	-1.2700678764342288	-1.32864325161179	PT_EGGY1XC0	BS_CSY11X7E	PT_EGGY1XC0_7316-2865_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-2865	4.03832991101985	MB_SHH_3	0.505203159022563	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	frameshift_variant,splice_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	58	19.57	99.08	22.44	35.92	-0.2668027543711958	-0.06085695130383825	-0.1121241345021041	-0.3140471809744024	-0.0636578052517873	NA	NA	NA	NA	NA	None documented	0.4350958181001188	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_S2QR3V7R	-3.2835331344135494	1.8927141364994067	PT_NCDHZ8H8	BS_7C40TRCY	PT_NCDHZ8H8_7316-2780_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-2780	4.145106091718001	MB_SHH_1	0.996259786813413	SHH_beta	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	splice_acceptor_variant	NA	46.22	15.17	50.97	14.24	9.05	-0.33314722160976395	-0.18447326075171927	-0.27574335963545016	-0.5660787813872805	-0.8213238553567482	NA	NA	NA	NA	NA	None documented	0.6620983084168066	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_T1BECW62	-2.822055351810016	2.05475915630234	PT_GR8P8NY5	BS_14P16D79_PHOS	PT_GR8P8NY5_7316-178_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-178	3.381245722108145	MB_SHH_1	0.698825484853667	NA	0	0	0	0	1	0	1	0	0	0	0	0	0	0	amplification	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	152.76	5.24	68.6	8.44	22.69	0.26688160178557097	-0.46345279548295987	-0.21578478680026225	-0.744345035337853	-0.4367103487161949	NA	NA	NA	NA	NA	None documented	0.6457034027258275	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_TRDMP775	-2.9085530610780603	2.1192377246193805	PT_PABK01H0	BS_185Q218S	PT_PABK01H0_7316-1669_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-1669	2.945927446954141	MB_SHH_1	0.999150207918272	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	stop_gained,frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	33.1	8.43	54.53	13.37	22.67	-0.4070385127956734	-0.3738309711332461	-0.2636360131071876	-0.5928187194798665	-0.43727429813942154	NA	NA	NA	NA	NA	None documented	0.7150554080199313	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_XB98DENV	-2.5130986171613934	1.3576939771503507	PT_H3WWDMW9	BS_WH5HDE0A	PT_H3WWDMW9_7316-737_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-737	0.6078028747433265	MB_SHH_1	0.999131794253794	SHH_beta	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	25.99	9.33	76.17	4.98	15.46	-0.44708173538194	-0.34854581692799774	-0.19003967072752417	-0.8506900764876771	-0.6405780652126173	NA	NA	NA	NA	NA	None documented	0.612941662447604	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_XPV22DSD	-2.09686096381191	2.082488951296604	PT_0WMP712K	BS_J1AB8PMA	PT_0WMP712K_7316-922_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-922	1.3141683778234086	MB_SHH_1	0.973492336154679	SHH_beta	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	54.4	14.88	102.87	20.31	32.22	-0.2870778037819637	-0.19262069932896597	-0.09923457176555488	-0.3795139259596989	-0.16798844854871164	NA	NA	NA	NA	NA	None documented	0.6804866436479787	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_Y0CPEZ59	-2.1532110179250266	-1.9813341883923483	PT_STRDJQ01	BS_VPBMDMQX	PT_STRDJQ01_7316-1038_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-1038	1.3004791238877482	MB_SHH_2	0.99805492848436	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	42.57	13.54	50.12	11.67	23.46	-0.3537038689290147	-0.2302674844790025	-0.27863415866607466	-0.6450691732239997	-0.4149982959219702	NA	NA	NA	NA	NA	None documented	0.638739087578901	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_9AZ2YW9W	-2.136135181818733	-1.1955980340130417	PT_DTQE1NRN	BS_9AZ2YW9W	PT_DTQE1NRN_7316-4865_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-4865	6.8199863107460645	MB_SHH_2	0.809681722220806	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10
-BS_KC9C1TP7	-1.926081208618587	-1.8163907474515302	PT_W5PW7QVB	BS_KC9C1TP7	PT_W5PW7QVB_7316-6361_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-6361	1.839835728952772	MB_SHH_2	0.992926404876636	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_AAHD7HKE	-1.2507824823178346	-0.46048755758897775	PT_7WYPEC3Q	BS_AAHD7HKE	PT_7WYPEC3Q_7316-5881_Solid Tissue_Progressive	MB, SHH gamma	MB, SHH	SHH gamma	7316-5881	1.9712525667351128	MB_SHH_2	0.85921126925921	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	amplification	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	Other inherited conditions NOS	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_NHDD620E	3.7355658958979348	-1.3676683733878836	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_YQ09RJ0G	3.8884596584325006	-1.5874087263377237	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_WJP330JF	4.255910025785095	-1.2600881965212305	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_A46S5GG6	4.153373587789619	-1.3548618640270147	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_S26W7E5B	-2.351833287445927	2.038194450120174	PT_GFGHFJ3S	BS_S26W7E5B	PT_GFGHFJ3S_7316-4694_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4694	0.3531827515400411	MB_SHH_1	0.934894223982845	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	splice_donor_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_7J3TGDGX	-2.3208316675206557	1.618996262239131	PT_M39RC0Y1	BS_19Z0ERYF	PT_M39RC0Y1_7316-4523_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4523	0.6872005475701575	MB_SHH_1	0.999769332524683	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	frameshift_variant;missense_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	splice_donor_variant	NA	NA	56.22	25.3	59.45	41.6	30.98	-0.2768276399131866	0.10012519713624318	-0.24690338812992585	0.27484616828300573	-0.2029533127887619	NA	NA	NA	NA	NA	None documented	0.5220571444987683	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_VJF0JW0Y	-1.128069113186259	-0.7148017793009066	PT_7WYPEC3Q	BS_D46WVFCP	PT_7WYPEC3Q_7316-4529_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-4529	1.9712525667351128	MB_SHH_2	0.689137328643069	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	96.61	9.16	45.66	35.47	20.97	-0.04935284944071075	-0.3533219016112113	-0.2938023512267632	0.0864371791938662	-0.4852099991136841	NA	NA	NA	NA	NA	Other inherited conditions NOS	0.5026113649811991	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_6YWZ165E	-2.7299767605207537	0.9628801268930165	PT_PHY9WJR1	BS_6YWZ165E	PT_PHY9WJR1_7316-4283_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4283	1.894592744695414	MB_SHH_1	0.982574656048589	SHH_beta	0	0	0	0	0	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	117.39	16.59	67.42	20.57	27.3	0.06767924132477697	-0.14457890633899403	-0.21979789604277625	-0.371522680092949	-0.3067200066624596	NA	NA	NA	NA	NA	None documented	0.482505315673096	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_AB2YMESE	3.8693311920775058	-0.8451225740787034	PT_2WSNYKAC	BS_AB2YMESE	PT_2WSNYKAC_7316-5320_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-5320	17.853524982888434	MB_SHH_4	0.95682746508053	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_HP7S6Y13	-1.8362199786958147	1.7345783124651337	PT_Q0N3AG4D	BS_C0GQVFWA	PT_Q0N3AG4D_7316-9804_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-9804	1.486652977412731	MB_SHH_2	0.596721019133947	NA	0	0	0	0	1	0	0	1	0	0	1	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	107.85	11.15	49.23	75.54	43.29	0.01395036038624214	-0.29741361620182877	-0.2816609952981403	1.3180111095041138	0.14415755720722126	NA	NA	NA	NA	NA	None documented	0.5937837214749853	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5
-BS_PYTJAVWN	-1.8094955653403808	-0.6162574124612917	PT_2S6A3RV8	BS_C8RVHTVV	PT_2S6A3RV8_7316-2711_Solid Tissue_Initial CNS Tumor	MB, SHH unk	NA	NA	7316-2711	13.61533196440794	NA	NA	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	1.94	0.58	3.56	14.07	4.53	-0.5825303293622084	-0.5943737050345793	-0.43698192674357605	-0.5713038267616939	-0.9487764250059638	NA	NA	NA	NA	NA	None documented	0.598394280113084	NA	NA	NA	NA	NA	1	0	p.R342*	NA	0	0	1	loss	Unavailable	TP53 loss	10-15
-BS_CT0QDRYM	2.378454986588073	-0.7436283660520637	PT_KNJDVV4K	BS_CT0QDRYM	PT_KNJDVV4K_7316-4681_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-4681	10.00684462696783	MB_SHH_3	0.55067973377944	NA	0	0	0	0	0	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	loss	amplification	NA	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	splice_acceptor_variant	NA	NA	NA	44.67	15.11	46.77	22.92	28.94	-0.34187675677273344	-0.18615893769873584	-0.2900273077867711	-0.2992941116819412	-0.2604761539578769	NA	NA	NA	NA	NA	None documented	0.6251149512527668	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	10-15
-BS_63JEXTS8	3.848349112272216	-0.9537351699712993	PT_SBSXK3XB	BS_63JEXTS8	PT_SBSXK3XB_7316-8430_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-8430	25.232032854209447	MB_SHH_4	0.979042678116461	SHH_delta	0	0	0	0	1	0	1	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	stop_gained	NA	frameshift_variant	NA	NA	NA	NA	NA	non_coding_transcript_exon_variant	1	NA	NA	NA	NA	73.28	20.39	37.74	29.13	77.14	-0.1807464335388257	-0.0378193663612786	-0.3207377963121113	-0.10842627771072498	1.098641956018272	NA	NA	NA	NA	NA	None documented	0.5566821703278613	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_C7G3F912	-2.762879578656568	-1.5306053293036939	PT_S0XSZAF2	BS_C7G3F912	PT_S0XSZAF2_7316-8068_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-8068	0.36413415468856947	MB_SHH_2	0.998910818515608	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_336M1VHM	2.3104992011029215	0.19691085998255153	PT_H9QTP1JF	BS_336M1VHM	PT_H9QTP1JF_7316-3334_Solid Tissue_Recurrence	MB, SHH alpha	MB, SHH	SHH alpha	7316-3334	5.06776180698152	MB_SHH_3	0.881702842801557	SHH_alpha	0	0	0	0	1	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10
-BS_ABMPSB4H	-2.4172190465690964	2.185981488374187	PT_J6CREPMB	BS_6W0VHGQE	PT_J6CREPMB_7316-6528_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-6528	0.9801505817932924	MB_SHH_1	0.998880050882945	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	NA	NA	NA	NA	NA	stop_gained	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	45.84	7.85	51.62	17.15	26.5	-0.3352873657142339	-0.3901258482877395	-0.2735327486120314	-0.47663829880173486	-0.32927798359152427	NA	NA	NA	NA	NA	None documented	0.4692223175124489	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_DSXA9WZK	3.120444509567177	-0.7855930176043264	PT_6H0WGQ6E	BS_91NSXESW	PT_6H0WGQ6E_7316-7503_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-7503	7.383983572895278	MB_SHH_3	0.914490804936151	SHH_alpha	0	1	0	1	0	0	0	1	0	0	0	0	0	0	gain	gain	neutral	neutral	amplification	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10
-BS_P14GK1PS	3.05757873213856	0.8201094768339914	PT_W4M7YD0J	BS_P14GK1PS	PT_W4M7YD0J_7316-7598_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-7598	11.38672142368241	MB_SHH_3	0.517898480548091	NA	0	0	0	0	0	0	0	0	0	0	0	0	1	0	amplification	neutral	neutral	loss	loss	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	87.57	4.64	37.01	49.77	38.63	-0.1002657512944167	-0.48030956495312543	-0.3232204825384124	0.5259557018651051	0.01275734159541942	NA	NA	NA	NA	NA	None documented	0.8443400735613433	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Molecular	TP53 loss	10-15
-BS_FM94M3PS	2.7666730420141783	0.30828083662288286	PT_RM8V31DA	BS_1DMAMKFZ	PT_RM8V31DA_7316-5539_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-5539	9.270362765229295	MB_SHH_4	0.498608258755839	NA	0	0	0	0	0	1	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	190.35	27.02	154.6	54.19	42.67	0.4785869093830052	0.14844793628405115	0.07669605629821544	0.6618068815998515	0.12667512508719617	NA	NA	NA	NA	NA	None documented	0.5581852083525883	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	5-10
-BS_NK7H671N	2.697584422606869	0.3465091805807182	PT_VW5Y6N97	BS_DPRBAXTR	PT_VW5Y6N97_7316-5515_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-5515	14.557152635181383	MB_SHH_3	0.971707862308703	SHH_alpha	0	0	0	0	0	1	0	1	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	gain	NA	NA	stop_gained	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15
-BS_PR38DGDZ	-1.7913121608467233	-0.9392296310019107	PT_6XT5HH0S	BS_3RGJ4VP1	PT_6XT5HH0S_7316-9450_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-9450	3.7399041752224504	MB_SHH_2	0.781471535154154	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	missense_variant;missense_variant;missense_variant;missense_variant:missense_variant;missense_variant;missense_variant;missense_variant;missense_variant;missense_variant	stop_gained	missense_variant;splice_acceptor_variant;missense_variant	missense_variant;stop_gained;splice_acceptor_variant:missense_variant;stop_gained;missense_variant;missense_variant;stop_gained;splice_acceptor_variant;missense_variant	NA	frameshift_variant:frameshift_variant;missense_variant	missense_variant;missense_variant;missense_variant	NA	NA	NA	0	NA	NA	NA	NA	62.03	7.35	126.52	28.08	88.47	-0.24410596294747516	-0.4041731561795442	-0.01880233991347355	-0.1406986167879838	1.4181193042761506	NA	NA	NA	NA	NA	None documented	0.6376484489366663	NA	NA	NA	NA	NA	3	0	p.R273C, p.Y236C, p.R158H	NA	1	1	0	activated	Methylation	TP53 activation	0-5
-BS_CZNXC2S4	3.8013923756117025	-0.38948551699965783	PT_PTTBTPS6	BS_B5V3KSQY	PT_PTTBTPS6_7316-9028_Solid Tissue_Recurrence	MB, SHH alpha	NA	SHH alpha	7316-9028	8.952772073921972	MB_SHH_4	0.560980494148111	NA	0	0	0	0	1	0	1	0	0	0	0	0	0	0	loss	amplification	neutral	loss	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	96.02	188.26	67.05	22.3	65.91	-0.05267570476080883	4.6784237852332184	-0.2210562438561069	-0.31835015951803686	0.7819843548765258	NA	GLI2 high	NA	NA	NA	None documented	0.813935180703918	NA	NA	NA	NA	yes	1	1	p.R248W	1	1	1	0	activated	Molecular	TP53 activation	5-10
-BS_V8M4STE2	-2.6216737766754648	-1.7790051543848786	PT_QF2ZH1V5	BS_EQKYB3JB	PT_QF2ZH1V5_7316-680_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-680	0.7994524298425736	MB_SHH_2	0.999158003626786	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	splice_acceptor_variant	NA	NA	27.16	4.35	63.32	10.41	30.12	-0.4404923443234404	-0.4884570035303722	-0.23374175019049437	-0.6837959801167103	-0.2272031379875065	NA	NA	NA	NA	NA	None documented	0.620174237944931	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_A83P2345	3.4689867821858744	-0.33767084415478255	PT_2N647SBA	BS_A83P2345	PT_2N647SBA_7316-6685_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-6685	20.71457905544148	MB_SHH_4	0.98961040786072	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	stop_gained,splice_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	67.35	14.41	39.68	38.71	53.95	-0.21414394548489607	-0.20582516874726237	-0.3141399726422154	0.18602039691797911	0.4447425997870086	NA	NA	NA	NA	NA	None documented	0.5234109462974219	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_SDV5CN6V	-2.7493498086084838	1.9520968285050406	PT_M26VF62B	BS_B1YQHE16	PT_M26VF62B_7316-3124_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-3124	2.00684462696783	MB_SHH_1	0.966530581485858	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	loss	NA	NA	NA	NA	NA	NA	stop_gained,frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5
-BS_4VD4ZEQQ	4.092897766300257	-0.8109207387410656	PT_9KRSSPSF	BS_4VD4ZEQQ	PT_9KRSSPSF_7316-520_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-520	22.458590006844627	MB_SHH_4	0.928933850371562	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant	NA	stop_gained	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15
-BS_ZDJB4BK4	3.3046613160200913	0.7531758432038822	PT_97EQQMT9	BS_397XFJY9	PT_97EQQMT9_7316-3114_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-3114	11.759069130732374	MB_SHH_4	0.660800126438475	NA	0	0	0	0	0	0	0	0	1	0	0	0	1	0	neutral	gain	amplification	loss	loss	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	non_coding_transcript_exon_variant	1	NA	NA	NA	NA	33.04	5.57	82.88	6.22	31.8	-0.40737643028585285	-0.4541815722743688	-0.16721936308577084	-0.8125779808154858	-0.17983138643647056	NA	NA	NA	NA	NA	None documented	0.8587780780259405	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Molecular	TP53 loss	10-15
-BS_TVTTHYXP	2.683114101382433	-0.410543776635662	PT_C9F2B4QF	BS_JMMPW4G3	PT_C9F2B4QF_7316-4270_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-4270	13.431895961670088	MB_SHH_4	0.992079901791254	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	intron_variant,splice_donor_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	84.97	22.99	23.69	25.15	29.52	-0.11490884253552676	0.03522663467610558	-0.3685210038183161	-0.2307538105940488	-0.24412162068430504	NA	NA	NA	NA	NA	None documented	0.610349716451152	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	10-15
-BS_Z5QBHB6Z	2.93341100921829	0.9463457579611665	PT_V0C2E99Z	BS_CN0GW92K	PT_V0C2E99Z_7316-6991_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-6991	6.882956878850103	MB_SHH_3	0.8342129803541252	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	0	0	amplification	gain	gain	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	429.18	11.28	69.17	15.97	6.28	1.823667479042362	-0.29376131614995954	-0.21384625097972584	-0.5129062608123686	-0.8994308504736348	NA	NA	NA	NA	NA	None documented	0.6841839824754014	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	5-10
-BS_PRKJWXS8	2.423442527113128	0.3542847495648713	PT_WF4Q4SF2	BS_3RAM3K7B	PT_WF4Q4SF2_7316-8860_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-8860	18.351813826146476	MB_SHH_3	0.932424020621748	SHH_alpha	0	0	0	0	1	0	0	1	0	0	0	0	0	0	neutral	neutral	amplification	loss	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	121.97	28.54	175.65	20.55	1.09	0.09347360974180938	0.19115175227513737	0.14828584405662193	-0.3721373913134682	-1.045775725800942	NA	NA	NA	NA	NA	None documented	0.7742678447610065	DEL	1	TP53--FXR2	1	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	>15
+Kids_First_Biospecimen_ID_methyl	X1	X2	Kids_First_Participant_ID	Kids_First_Biospecimen_ID	match_id	molecular_subtype	molecular_subtype_methyl	final_shh_subtype	sample_id	age_at_diagnosis_years	dkfz_v12_methylation_subclass_collapsed	dkfz_v12_methylation_subclass_score_mean	SHH_subtype	2q_loss	2q_gain	2p_loss	2p_gain	9q_loss	9q_gain	9p_loss	9p_gain	10q_loss	10q_gain	14q_loss	14q_gain	17p_loss	17p_gain	consensus_CN_MYCN	consensus_CN_GLI2	consensus_CN_CCND2	consensus_CN_PTEN	consensus_CN_PPM1D	consensus_CN_MDM4	consensus_CN_TP53	CREBBP_csq	DDX3X_csq	KMT2D_csq	PTCH1_csq	SMO_csq	SUFU_csq	TERT_csq	TP53_csq	RNU1-2_csq	RNU1-1_csq	U1_mutation	ELP1_germline_plp	SUFU_germline_plp	PTCH1_germline_plp	TP53_germline_plp	MYCN_TPM	GLI2_TPM	CCND2_TPM	PTEN_TPM	TP53_TPM	MYCN_TPM_zscore	GLI2_TPM_zscore	CCND2_TPM_zscore	PTEN_TPM_zscore	TP53_TPM_zscore	MYCN_exp_status	GLI2_exp_status	CCND2_exp_status	PTEN_exp_status	TP53_exp_status	cancer_predispositions	tp53_score	tp53_SV_type	tp53_SV_counts	tp53_Fusions	tp53_Fusion_counts	tp53_cn_less_ploidy	tp53_SNV_indel_counts	tp53_CNV_loss_counts	tp53_HGVSp_Short	tp53_CNV_loss_evidence	tp53_hotspot	tp53_activating	tp53_overlap_domain	tp53_altered	classification_source	tp53_status	age_range	methyl_mismatch
+BS_07YB4SN1	-2.011035748852782	-1.6002686014005458	PT_FWWRWTV2	BS_07YB4SN1	PT_FWWRWTV2_7316-2439_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-2439	2.083504449007529	MB_SHH_2	0.879236880789835	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_1GB1R07D	-2.4707143833710528	-0.9599269667721009	PT_FN4GEEFR	BS_1GB1R07D	PT_FN4GEEFR_7316-3010_Solid Tissue_Progressive	MB, SHH delta	MB, SHH	SHH delta	7316-3010	10.888432580424366	MB_SHH_4	0.968156384021408	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant,splice_region_variant	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	53.98	19.8	39.43	12.35	34.55	-0.28944322621321994	-0.05439518967360809	-0.3149902076512226	-0.6241689917263463	-0.10228834074281072	NA	NA	NA	NA	NA	None documented	0.6753451234483276	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15	No
+BS_1Y8941MS	2.7352671229414316	1.0954733155778118	PT_XA98HG1C	BS_1Y8941MS	PT_XA98HG1C_7316-931_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-931	9.06776180698152	MB_SHH_3	0.480522307333631	NA	0	0	0	0	0	0	0	0	0	0	0	0	1	0	neutral	neutral	amplification	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	missense_variant	NA	NA	NA	0	NA	NA	NA	NA	49.09	12.64	606.42	17.85	3.6	-0.3169835016628462	-0.2555526386842508	1.6133087833767523	-0.4551234060835622	-0.9750000731860016	NA	NA	NA	NA	NA	None documented	0.7369943604929275	NA	NA	NA	NA	NA	1	0	p.R213*	NA	0	0	1	loss	Molecular	TP53 loss	5-10	No
+BS_3NJKMKGA	-2.363738612681072	-0.849797419062142	PT_62VNQ8C4	BS_3BDAG9YN	PT_62VNQ8C4_7316-1884_Solid Tissue_Progressive	MB, SHH unk	NA	NA	7316-1884	14.33264887063655	CNS_SARC_CIC	0.999997375507772	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	0.04	0.11	201.62	107.49	29.59	-0.5932310498845581	-0.6075781744528757	0.23660825679229017	2.30001228428356	-0.24214779770301187	NA	NA	NA	NA	NA	None documented	0.07492147776234297	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Unavailable	TP53 wildtype	10-15	Yes
+BS_8KX1Y9WX	-1.7969273783019548	-1.4661098952197595	PT_NTEKMKTX	BS_8KX1Y9WX	PT_NTEKMKTX_7316-1650_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-1650	0.45722108145106094	MB_SHH_2	0.999178645943358	SHH_gamma	0	0	0	0	1	0	1	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	stop_gained	NA	37.9	8.22	91.97	26.29	25.63	-0.38000511358131633	-0.379730840447804	-0.13630481815826895	-0.19571527102445352	-0.3538097835018822	NA	NA	NA	NA	NA	Other inherited conditions NOS	0.6369937749426169	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_9QDA6XJM	-2.0984717051069213	0.14874500149476555	PT_9DMMZ08D	BS_3V3KE3VT	PT_9DMMZ08D_7316-1676_Solid Tissue_Initial CNS Tumor	MB, SHH beta	NA	SHH beta	7316-1676	3.923340177960301	ETMR_Atyp	0.999329179743941	NA	0	1	0	1	0	0	0	0	0	0	0	0	0	1	gain	gain	neutral	neutral	gain	gain	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	29.18	23.38	45.82	9.94	37.54	-0.42911578882073176	0.04618353483171323	-0.29325820082099857	-0.6982416937989119	-0.01797790197043133	NA	NA	NA	NA	NA	None documented	0.575878583947912	NA	NA	NA	NA	NA	2	0	p.R213Dfs*34, p.T211N	NA	0	0	1	loss	Molecular	TP53 loss	0-5	Yes
+BS_9Z5PWXZB	2.942374789989009	-0.7059862755528044	PT_FN4GEEFR	BS_9Z5PWXZB	PT_FN4GEEFR_7316-729_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-729	10.888432580424366	MB_SHH_4	0.970570442153716	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant,splice_region_variant	NA	frameshift_variant;stop_gained,splice_region_variant;frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	37.42	16.69	57.94	17.88	27.78	-0.382708453502752	-0.14176944476063308	-0.25203880758432934	-0.4542013392527835	-0.2931852205050207	NA	NA	NA	NA	NA	None documented	0.5851006724145965	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15	No
+BS_9ZTH8XZA	-2.9904797365997817	1.124794921531629	PT_5JA1N2H4	BS_9ZTH8XZA	PT_5JA1N2H4_7316-839_Solid Tissue_Deceased	MB, SHH gamma	NA	SHH gamma	7316-839	4.895277207392197	MB_SHH_2	0.799879978506574	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	65.99	19.04	132.91	9.78	22.38	-0.22180340859563055	-0.07574709766915122	0.00292966691675054	-0.7031593835630655	-0.4454515647762075	NA	NA	NA	NA	NA	None documented	0.579815338088175	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_CAQMF903	-2.158392209832458	-1.7552231018201823	PT_T93J9EGZ	BS_3J4T2YYW	PT_T93J9EGZ_7316-2196_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-2196	0.8049281314168378	MB_SHH_2	0.999068753587284	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_D78QCZ0H	-1.3907664864000246	-1.1000010094733845	PT_1NZGDP3P	BS_D78QCZ0H	PT_1NZGDP3P_7316-1104_Solid Tissue_Initial CNS Tumor	MB, SHH unk	NA	NA	7316-1104	2.414784394250513	MB_SHH_1	0.682775100649892	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	76.31	11.99	192.72	25.65	35.81	-0.16368160028476272	-0.2738141389435969	0.2063398904716337	-0.2153860300810684	-0.06675952707953368	NA	NA	NA	NA	NA	None documented	0.5054617220116	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Unavailable	TP53 wildtype	0-5	No
+BS_EZZZ4AQH	3.15393903584159	-0.5216244848522158	PT_9S6WMQ92	BS_EZZZ4AQH	PT_9S6WMQ92_7316-278_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-278	15.151266255989048	MB_SHH_3	0.748616895479363	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	0	1	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	104.72	11.18	70.15	38	14.54	-0.00367766868478653	-0.29657077772832047	-0.21051332974441755	0.16419814858954696	-0.6665197386810418	NA	NA	NA	NA	NA	None documented	0.701720120119439	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Methylation	TP53 loss	>15	No
+BS_FZ2SY1NJ	2.587822106917543	1.075010447461134	PT_XA98HG1C	BS_3T0YKFMJ_PHOS	PT_XA98HG1C_7316-3023_Solid Tissue_Progressive	MB, SHH alpha	NA	SHH alpha	7316-3023	9.06776180698152	MB_SHH_3	0.745700819242141	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	1	0	amplification	neutral	amplification	loss	NA	NA	loss	NA	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	291.87	8.12	2334.01	9.29	3.54	1.0503433027666584	-0.382540302026165	7.488738780219766	-0.7182198084657864	-0.9766919214556814	NA	NA	CCND2 high	NA	NA	None documented	0.7758981166823903	NA	NA	NA	NA	NA	1	0	p.R213*	NA	0	0	1	loss	Methylation	TP53 loss	5-10	No
+BS_FZ3J46KM	-2.747299932750595	1.5730336257548347	PT_H3WWDMW9	BS_FZ3J46KM	PT_H3WWDMW9_7316-2118_Solid Tissue_Deceased	MB, SHH beta	MB, SHH	SHH beta	7316-2118	0.6078028747433265	MB_SHH_1	0.95893023716325	SHH_beta	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	7.56	4.1	95.1	3.11	20.12	-0.550878724448732	-0.4954806574762745	-0.1256598758454988	-0.9081655756062238	-0.5091778496008154	NA	NA	NA	NA	NA	None documented	0.730689368455683	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_HMWNCF3E	-3.0801895760991855	1.5945307202998413	PT_3VQEVNDD	BS_9G7ETYHR	PT_3VQEVNDD_7316-1680_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-1680	1.9767282683093772	MB_SHH_1	0.999094598764668	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	stop_gained;frameshift_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	35.21	17.38	45.7	11.45	14.81	-0.3951550810576957	-0.12238415986994272	-0.293666313625322	-0.6518309966497111	-0.6589064214674822	NA	NA	NA	NA	NA	None documented	0.6334968007739475	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_HR5ZGJ2N	-2.7159755648987733	2.2829879249025598	PT_CQ7EGCMB	BS_7XQRH69M	PT_CQ7EGCMB_7316-3809_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-3809	2.0369609856262834	MB_SHH_1	0.997284295085942	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	DEL	NA	NA	22.97	16.91	73.14	18.13	14.47	-0.4640902490543063	-0.13558862928823906	-0.20034451903669143	-0.4465174489962933	-0.6684935616623349	NA	NA	NA	NA	NA	None documented	0.5673741656281114	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_KGHBXZE6	-2.179099124478585	0.2495156207706989	PT_9DMMZ08D	BS_44A3ES23	PT_9DMMZ08D_7316-1666_Solid Tissue_Initial CNS Tumor	MB, SHH beta	NA	SHH beta	7316-1666	3.923340177960301	ETMR_Atyp	0.995744703651023	NA	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	24.22	26.66	56.07	7.08	16.53	-0.4570503013422341	0.13833387460195185	-0.25839856545170325	-0.7861453983331597	-0.6104067710699932	NA	NA	NA	NA	NA	None documented	0.570648169340716	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	Yes
+BS_M1MPGKYJ	-2.002189265003362	1.4239473450344993	PT_HM2GMT2H	BS_3F5PR9GS	PT_HM2GMT2H_7316-6_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-6	1.6536618754277892	MB_SHH_1	0.986611250621102	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	57.89	16.49	86.57	27.38	26.81	-0.2674222697698582	-0.14738836791735502	-0.15466989435282455	-0.1622135095061563	-0.3205367675315117	NA	NA	NA	NA	NA	None documented	0.7017092306726902	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_MR7DZ7D0	-2.4637536409541636	-0.5676876806425561	PT_GH6HM5QF	BS_70FKSKM9	PT_GH6HM5QF_7316-3202_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-3202	1.4373716632443532	ARMS	0.997055500034982	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	10.67	0.43	16.87	5.26	11.63	-0.5333633345410964	-0.5985878974021207	-0.39171541486403255	-0.8420841194004083	-0.7485743797605144	NA	NA	NA	NA	NA	None documented	0.4548827152142242	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	Yes
+BS_NBY54GNQ	3.2998683009150955	0.3884931406854256	PT_S4A0R1PM	BS_1S2BHJ8K	PT_S4A0R1PM_7316-2699_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-2699	20.88432580424367	MB_SHH_4	0.94547148218896	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	gain	NA	NA	NA	NA	NA	NA	NA	NA	intron_variant,splice_donor_region_variant	NA	NA	NA	0	NA	NA	NA	NA	30.04	37.79	1.62	16.18	15.93	-0.424272304794826	0.4510269482735236	-0.4435797504134719	-0.5064517929969168	-0.6273252537667917	NA	NA	NA	NA	NA	None documented	0.47250631742327814	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_Q1AHDMR6	-2.476473655871998	-1.8445484703401678	PT_WWZ2Q14R	BS_DVQYQSVW	PT_WWZ2Q14R_7316-3138_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-3138	0.837782340862423	MB_SHH_2	0.999123315489716	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	splice_acceptor_variant	NA	NA	NA	NA	0	NA	stop_gained&splice_region_variant	NA	NA	8.57	4.28	33	15.39	7.3	-0.5451904466973776	-0.4904236266352248	-0.3368582520828879	-0.5307328862074258	-0.8706694298890773	NA	NA	NA	NA	NA	Gorlin Syndrome (PTCH1, SUFU)	0.6850423604926275	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_Q400D66E	3.428989736891224	0.13143718456603581	PT_9S6WMQ92	BS_1CZPVCXR	PT_9S6WMQ92_7316-333_Solid Tissue_Progressive	MB, SHH alpha	NA	SHH alpha	7316-333	15.151266255989048	MB_SHH_3	0.714555105844752	SHH_alpha	0	1	0	1	0	1	0	1	0	0	0	0	0	0	gain	gain	neutral	loss	NA	gain	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	224.2	46.57	94.68	33.8	62.67	0.6692286934259194	0.6976976748536134	-0.12708827066063083	0.03510879228051169	0.6906245483138139	NA	NA	NA	NA	NA	None documented	0.8722682535960412	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Methylation	TP53 loss	>15	No
+BS_Q7PP5YJN	2.88514224691499	0.05361030279671175	PT_YV2S3ES7	BS_BA6AZWB3	PT_YV2S3ES7_7316-182_Solid Tissue_Initial CNS Tumor	MB, SHH delta	NA	SHH delta	7316-182	36.50376454483231	MB_SHH_2	0.650962061507135	NA	0	0	0	0	0	0	0	0	0	0	1	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	NA	splice_acceptor_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	23.44	14.61	13.7	25.28	16.03	-0.4614432287145672	-0.2002062455905405	-0.4024963947782439	-0.22675818766067385	-0.6245055066506586	NA	NA	NA	NA	NA	None documented	0.625544054750575	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Molecular	TP53 wildtype	>15	No
+BS_RRMTKV48	-1.9987869238571307	-0.2865635149331324	PT_CXT81GRM	BS_3CG2N4PD	PT_CXT81GRM_7316-1772_Solid Tissue_Deceased	MB, SHH beta	NA	SHH beta	7316-1772	3.3429158110882957	NA	NA	NA	0	0	0	0	0	0	0	0	1	0	0	0	0	1	gain	neutral	neutral	loss	gain	NA	loss	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	0.15	0.14	9.79	6.82	2.37	-0.5926115344858958	-0.6067353359793674	-0.4157940703191166	-0.7941366441999094	-1.0096829627144386	NA	NA	NA	NA	NA	None documented	0.688301092293539	NA	NA	NA	NA	yes	1	1	p.A138T	1	0	0	0	loss	Molecular	TP53 loss	0-5	No
+BS_RWHC2Y7G	-1.2700678764342288	-1.32864325161179	PT_EGGY1XC0	BS_CSY11X7E	PT_EGGY1XC0_7316-2865_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-2865	4.03832991101985	MB_SHH_3	0.505203159022563	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	frameshift_variant,splice_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	58	19.57	99.08	22.44	35.92	-0.2668027543711958	-0.06085695130383825	-0.1121241345021041	-0.3140471809744024	-0.0636578052517873	NA	NA	NA	NA	NA	None documented	0.4350958181001188	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	No
+BS_S2QR3V7R	-3.2835331344135494	1.8927141364994067	PT_NCDHZ8H8	BS_7C40TRCY	PT_NCDHZ8H8_7316-2780_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-2780	4.145106091718001	MB_SHH_1	0.996259786813413	SHH_beta	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	splice_acceptor_variant	NA	46.22	15.17	50.97	14.24	9.05	-0.33314722160976395	-0.18447326075171927	-0.27574335963545016	-0.5660787813872805	-0.8213238553567482	NA	NA	NA	NA	NA	None documented	0.6620983084168066	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_T1BECW62	-2.822055351810016	2.05475915630234	PT_GR8P8NY5	BS_14P16D79_PHOS	PT_GR8P8NY5_7316-178_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-178	3.381245722108145	MB_SHH_1	0.698825484853667	NA	0	0	0	0	1	0	1	0	0	0	0	0	0	0	amplification	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	152.76	5.24	68.6	8.44	22.69	0.26688160178557097	-0.46345279548295987	-0.21578478680026225	-0.744345035337853	-0.4367103487161949	NA	NA	NA	NA	NA	None documented	0.6457034027258275	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	No
+BS_TRDMP775	-2.9085530610780603	2.1192377246193805	PT_PABK01H0	BS_185Q218S	PT_PABK01H0_7316-1669_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-1669	2.945927446954141	MB_SHH_1	0.999150207918272	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	stop_gained,frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	33.1	8.43	54.53	13.37	22.67	-0.4070385127956734	-0.3738309711332461	-0.2636360131071876	-0.5928187194798665	-0.43727429813942154	NA	NA	NA	NA	NA	None documented	0.7150554080199313	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_XB98DENV	-2.5130986171613934	1.3576939771503507	PT_H3WWDMW9	BS_WH5HDE0A	PT_H3WWDMW9_7316-737_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-737	0.6078028747433265	MB_SHH_1	0.999131794253794	SHH_beta	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	25.99	9.33	76.17	4.98	15.46	-0.44708173538194	-0.34854581692799774	-0.19003967072752417	-0.8506900764876771	-0.6405780652126173	NA	NA	NA	NA	NA	None documented	0.612941662447604	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_XPV22DSD	-2.09686096381191	2.082488951296604	PT_0WMP712K	BS_J1AB8PMA	PT_0WMP712K_7316-922_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-922	1.3141683778234086	MB_SHH_1	0.973492336154679	SHH_beta	0	1	0	1	0	0	0	0	0	0	0	0	0	0	gain	gain	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	54.4	14.88	102.87	20.31	32.22	-0.2870778037819637	-0.19262069932896597	-0.09923457176555488	-0.3795139259596989	-0.16798844854871164	NA	NA	NA	NA	NA	None documented	0.6804866436479787	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_Y0CPEZ59	-2.1532110179250266	-1.9813341883923483	PT_STRDJQ01	BS_VPBMDMQX	PT_STRDJQ01_7316-1038_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-1038	1.3004791238877482	MB_SHH_2	0.99805492848436	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	42.57	13.54	50.12	11.67	23.46	-0.3537038689290147	-0.2302674844790025	-0.27863415866607466	-0.6450691732239997	-0.4149982959219702	NA	NA	NA	NA	NA	None documented	0.638739087578901	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_9AZ2YW9W	-2.136135181818733	-1.1955980340130417	PT_DTQE1NRN	BS_9AZ2YW9W	PT_DTQE1NRN_7316-4865_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-4865	6.8199863107460645	MB_SHH_2	0.809681722220806	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10	No
+BS_KC9C1TP7	-1.926081208618587	-1.8163907474515302	PT_W5PW7QVB	BS_KC9C1TP7	PT_W5PW7QVB_7316-6361_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-6361	1.839835728952772	MB_SHH_2	0.992926404876636	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_AAHD7HKE	-1.2507824823178346	-0.46048755758897775	PT_7WYPEC3Q	BS_AAHD7HKE	PT_7WYPEC3Q_7316-5881_Solid Tissue_Progressive	MB, SHH gamma	MB, SHH	SHH gamma	7316-5881	1.9712525667351128	MB_SHH_2	0.85921126925921	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	amplification	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	Other inherited conditions NOS	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_NHDD620E	3.7355658958979348	-1.3676683733878836	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_YQ09RJ0G	3.8884596584325006	-1.5874087263377237	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_WJP330JF	4.255910025785095	-1.2600881965212305	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_A46S5GG6	4.153373587789619	-1.3548618640270147	PT_DY2GNA83	BS_5S47QSET	PT_DY2GNA83_7316-8419_Solid Tissue_Deceased	MB, SHH delta	MB, SHH	SHH delta	7316-8419	18.67488021902806	MB_SHH_4	0.8071268799422935	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	NA	loss	NA	missense_variant	stop_gained	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	88.38	18.7	122.13	16.18	18.39	-0.09570386517699392	-0.08529926703557839	-0.03373246667164003	-0.5064517929969168	-0.5579594747099178	NA	NA	NA	NA	NA	None documented	0.7549142304178995	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_S26W7E5B	-2.351833287445927	2.038194450120174	PT_GFGHFJ3S	BS_S26W7E5B	PT_GFGHFJ3S_7316-4694_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4694	0.3531827515400411	MB_SHH_1	0.934894223982845	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	splice_donor_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_7J3TGDGX	-2.3208316675206557	1.618996262239131	PT_M39RC0Y1	BS_19Z0ERYF	PT_M39RC0Y1_7316-4523_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4523	0.6872005475701575	MB_SHH_1	0.999769332524683	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	frameshift_variant;missense_variant	NA	NA	NA	NA	NA	NA	NA	0	NA	splice_donor_variant	NA	NA	56.22	25.3	59.45	41.6	30.98	-0.2768276399131866	0.10012519713624318	-0.24690338812992585	0.27484616828300573	-0.2029533127887619	NA	NA	NA	NA	NA	None documented	0.5220571444987683	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_VJF0JW0Y	-1.128069113186259	-0.7148017793009066	PT_7WYPEC3Q	BS_D46WVFCP	PT_7WYPEC3Q_7316-4529_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-4529	1.9712525667351128	MB_SHH_2	0.689137328643069	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	96.61	9.16	45.66	35.47	20.97	-0.04935284944071075	-0.3533219016112113	-0.2938023512267632	0.0864371791938662	-0.4852099991136841	NA	NA	NA	NA	NA	Other inherited conditions NOS	0.5026113649811991	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	No
+BS_6YWZ165E	-2.7299767605207537	0.9628801268930165	PT_PHY9WJR1	BS_6YWZ165E	PT_PHY9WJR1_7316-4283_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-4283	1.894592744695414	MB_SHH_1	0.982574656048589	SHH_beta	0	0	0	0	0	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	frameshift_variant	NA	117.39	16.59	67.42	20.57	27.3	0.06767924132477697	-0.14457890633899403	-0.21979789604277625	-0.371522680092949	-0.3067200066624596	NA	NA	NA	NA	NA	None documented	0.482505315673096	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_AB2YMESE	3.8693311920775058	-0.8451225740787034	PT_2WSNYKAC	BS_AB2YMESE	PT_2WSNYKAC_7316-5320_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-5320	17.853524982888434	MB_SHH_4	0.95682746508053	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_HP7S6Y13	-1.8362199786958147	1.7345783124651337	PT_Q0N3AG4D	BS_C0GQVFWA	PT_Q0N3AG4D_7316-9804_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-9804	1.486652977412731	MB_SHH_2	0.596721019133947	NA	0	0	0	0	1	0	0	1	0	0	1	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	107.85	11.15	49.23	75.54	43.29	0.01395036038624214	-0.29741361620182877	-0.2816609952981403	1.3180111095041138	0.14415755720722126	NA	NA	NA	NA	NA	None documented	0.5937837214749853	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	0-5	No
+BS_PYTJAVWN	-1.8094955653403808	-0.6162574124612917	PT_2S6A3RV8	BS_C8RVHTVV	PT_2S6A3RV8_7316-2711_Solid Tissue_Initial CNS Tumor	MB, SHH unk	NA	NA	7316-2711	13.61533196440794	NA	NA	NA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	1.94	0.58	3.56	14.07	4.53	-0.5825303293622084	-0.5943737050345793	-0.43698192674357605	-0.5713038267616939	-0.9487764250059638	NA	NA	NA	NA	NA	None documented	0.598394280113084	NA	NA	NA	NA	NA	1	0	p.R342*	NA	0	0	1	loss	Unavailable	TP53 loss	10-15	No
+BS_CT0QDRYM	2.378454986588073	-0.7436283660520637	PT_KNJDVV4K	BS_CT0QDRYM	PT_KNJDVV4K_7316-4681_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-4681	10.00684462696783	MB_SHH_3	0.55067973377944	NA	0	0	0	0	0	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	loss	amplification	NA	loss	NA	NA	NA	frameshift_variant	NA	NA	NA	NA	NA	NA	0	splice_acceptor_variant	NA	NA	NA	44.67	15.11	46.77	22.92	28.94	-0.34187675677273344	-0.18615893769873584	-0.2900273077867711	-0.2992941116819412	-0.2604761539578769	NA	NA	NA	NA	NA	None documented	0.6251149512527668	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	10-15	No
+BS_63JEXTS8	3.848349112272216	-0.9537351699712993	PT_SBSXK3XB	BS_63JEXTS8	PT_SBSXK3XB_7316-8430_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-8430	25.232032854209447	MB_SHH_4	0.979042678116461	SHH_delta	0	0	0	0	1	0	1	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	stop_gained	NA	frameshift_variant	NA	NA	NA	NA	NA	non_coding_transcript_exon_variant	1	NA	NA	NA	NA	73.28	20.39	37.74	29.13	77.14	-0.1807464335388257	-0.0378193663612786	-0.3207377963121113	-0.10842627771072498	1.098641956018272	NA	NA	NA	NA	NA	None documented	0.5566821703278613	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_C7G3F912	-2.762879578656568	-1.5306053293036939	PT_S0XSZAF2	BS_C7G3F912	PT_S0XSZAF2_7316-8068_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-8068	0.36413415468856947	MB_SHH_2	0.998910818515608	SHH_gamma	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_336M1VHM	2.3104992011029215	0.19691085998255153	PT_H9QTP1JF	BS_336M1VHM	PT_H9QTP1JF_7316-3334_Solid Tissue_Recurrence	MB, SHH alpha	MB, SHH	SHH alpha	7316-3334	5.06776180698152	MB_SHH_3	0.881702842801557	SHH_alpha	0	0	0	0	1	0	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10	No
+BS_ABMPSB4H	-2.4172190465690964	2.185981488374187	PT_J6CREPMB	BS_6W0VHGQE	PT_J6CREPMB_7316-6528_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-6528	0.9801505817932924	MB_SHH_1	0.998880050882945	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	NA	NA	NA	NA	NA	stop_gained	frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	45.84	7.85	51.62	17.15	26.5	-0.3352873657142339	-0.3901258482877395	-0.2735327486120314	-0.47663829880173486	-0.32927798359152427	NA	NA	NA	NA	NA	None documented	0.4692223175124489	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_DSXA9WZK	3.120444509567177	-0.7855930176043264	PT_6H0WGQ6E	BS_91NSXESW	PT_6H0WGQ6E_7316-7503_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-7503	7.383983572895278	MB_SHH_3	0.914490804936151	SHH_alpha	0	1	0	1	0	0	0	1	0	0	0	0	0	0	gain	gain	neutral	neutral	amplification	gain	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	5-10	No
+BS_P14GK1PS	3.05757873213856	0.8201094768339914	PT_W4M7YD0J	BS_P14GK1PS	PT_W4M7YD0J_7316-7598_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-7598	11.38672142368241	MB_SHH_3	0.517898480548091	NA	0	0	0	0	0	0	0	0	0	0	0	0	1	0	amplification	neutral	neutral	loss	loss	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	87.57	4.64	37.01	49.77	38.63	-0.1002657512944167	-0.48030956495312543	-0.3232204825384124	0.5259557018651051	0.01275734159541942	NA	NA	NA	NA	NA	None documented	0.8443400735613433	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Molecular	TP53 loss	10-15	No
+BS_FM94M3PS	2.7666730420141783	0.30828083662288286	PT_RM8V31DA	BS_1DMAMKFZ	PT_RM8V31DA_7316-5539_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-5539	9.270362765229295	MB_SHH_4	0.498608258755839	NA	0	0	0	0	0	1	0	1	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	190.35	27.02	154.6	54.19	42.67	0.4785869093830052	0.14844793628405115	0.07669605629821544	0.6618068815998515	0.12667512508719617	NA	NA	NA	NA	NA	None documented	0.5581852083525883	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Molecular	TP53 wildtype	5-10	No
+BS_NK7H671N	2.697584422606869	0.3465091805807182	PT_VW5Y6N97	BS_DPRBAXTR	PT_VW5Y6N97_7316-5515_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-5515	14.557152635181383	MB_SHH_3	0.971707862308703	SHH_alpha	0	0	0	0	0	1	0	1	0	0	0	0	0	0	gain	neutral	neutral	neutral	NA	gain	NA	NA	stop_gained	NA	NA	NA	NA	NA	NA	NA	NA	0	frameshift_variant	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	10-15	No
+BS_PR38DGDZ	-1.7913121608467233	-0.9392296310019107	PT_6XT5HH0S	BS_3RGJ4VP1	PT_6XT5HH0S_7316-9450_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	NA	SHH gamma	7316-9450	3.7399041752224504	MB_SHH_2	0.781471535154154	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	missense_variant;missense_variant;missense_variant;missense_variant:missense_variant;missense_variant;missense_variant;missense_variant;missense_variant;missense_variant	stop_gained	missense_variant;splice_acceptor_variant;missense_variant	missense_variant;stop_gained;splice_acceptor_variant:missense_variant;stop_gained;missense_variant;missense_variant;stop_gained;splice_acceptor_variant;missense_variant	NA	frameshift_variant:frameshift_variant;missense_variant	missense_variant;missense_variant;missense_variant	NA	NA	NA	0	NA	NA	NA	NA	62.03	7.35	126.52	28.08	88.47	-0.24410596294747516	-0.4041731561795442	-0.01880233991347355	-0.1406986167879838	1.4181193042761506	NA	NA	NA	NA	NA	None documented	0.6376484489366663	NA	NA	NA	NA	NA	3	0	p.R273C, p.Y236C, p.R158H	NA	1	1	0	activated	Methylation	TP53 activation	0-5	No
+BS_CZNXC2S4	3.8013923756117025	-0.38948551699965783	PT_PTTBTPS6	BS_B5V3KSQY	PT_PTTBTPS6_7316-9028_Solid Tissue_Recurrence	MB, SHH alpha	NA	SHH alpha	7316-9028	8.952772073921972	MB_SHH_4	0.560980494148111	NA	0	0	0	0	1	0	1	0	0	0	0	0	0	0	loss	amplification	neutral	loss	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	96.02	188.26	67.05	22.3	65.91	-0.05267570476080883	4.6784237852332184	-0.2210562438561069	-0.31835015951803686	0.7819843548765258	NA	GLI2 high	NA	NA	NA	None documented	0.813935180703918	NA	NA	NA	NA	yes	1	1	p.R248W	1	1	1	0	activated	Molecular	TP53 activation	5-10	No
+BS_V8M4STE2	-2.6216737766754648	-1.7790051543848786	PT_QF2ZH1V5	BS_EQKYB3JB	PT_QF2ZH1V5_7316-680_Solid Tissue_Initial CNS Tumor	MB, SHH gamma	MB, SHH	SHH gamma	7316-680	0.7994524298425736	MB_SHH_2	0.999158003626786	SHH_gamma	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	splice_acceptor_variant	NA	NA	27.16	4.35	63.32	10.41	30.12	-0.4404923443234404	-0.4884570035303722	-0.23374175019049437	-0.6837959801167103	-0.2272031379875065	NA	NA	NA	NA	NA	None documented	0.620174237944931	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_A83P2345	3.4689867821858744	-0.33767084415478255	PT_2N647SBA	BS_A83P2345	PT_2N647SBA_7316-6685_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-6685	20.71457905544148	MB_SHH_4	0.98961040786072	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	NA	NA	stop_gained,splice_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	67.35	14.41	39.68	38.71	53.95	-0.21414394548489607	-0.20582516874726237	-0.3141399726422154	0.18602039691797911	0.4447425997870086	NA	NA	NA	NA	NA	None documented	0.5234109462974219	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_SDV5CN6V	-2.7493498086084838	1.9520968285050406	PT_M26VF62B	BS_B1YQHE16	PT_M26VF62B_7316-3124_Solid Tissue_Initial CNS Tumor	MB, SHH beta	MB, SHH	SHH beta	7316-3124	2.00684462696783	MB_SHH_1	0.966530581485858	SHH_beta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	gain	neutral	neutral	loss	NA	NA	NA	NA	NA	NA	stop_gained,frameshift_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	0-5	No
+BS_4VD4ZEQQ	4.092897766300257	-0.8109207387410656	PT_9KRSSPSF	BS_4VD4ZEQQ	PT_9KRSSPSF_7316-520_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-520	22.458590006844627	MB_SHH_4	0.928933850371562	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	NA	NA	missense_variant	NA	stop_gained	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	None documented	NA	NA	NA	NA	NA	NA	0	0	NA	NA	0	0	0	Other	Methylation	TP53 wildtype	>15	No
+BS_ZDJB4BK4	3.3046613160200913	0.7531758432038822	PT_97EQQMT9	BS_397XFJY9	PT_97EQQMT9_7316-3114_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	NA	SHH alpha	7316-3114	11.759069130732374	MB_SHH_4	0.660800126438475	NA	0	0	0	0	0	0	0	0	1	0	0	0	1	0	neutral	gain	amplification	loss	loss	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	non_coding_transcript_exon_variant	1	NA	NA	NA	NA	33.04	5.57	82.88	6.22	31.8	-0.40737643028585285	-0.4541815722743688	-0.16721936308577084	-0.8125779808154858	-0.17983138643647056	NA	NA	NA	NA	NA	None documented	0.8587780780259405	NA	NA	NA	NA	yes	1	1	p.R175H	1	1	0	0	loss	Molecular	TP53 loss	10-15	No
+BS_TVTTHYXP	2.683114101382433	-0.410543776635662	PT_C9F2B4QF	BS_JMMPW4G3	PT_C9F2B4QF_7316-4270_Solid Tissue_Initial CNS Tumor	MB, SHH delta	MB, SHH	SHH delta	7316-4270	13.431895961670088	MB_SHH_4	0.992079901791254	SHH_delta	0	0	0	0	0	0	0	0	0	0	0	0	0	0	neutral	neutral	neutral	neutral	NA	NA	loss	NA	NA	NA	intron_variant,splice_donor_region_variant	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	84.97	22.99	23.69	25.15	29.52	-0.11490884253552676	0.03522663467610558	-0.3685210038183161	-0.2307538105940488	-0.24412162068430504	NA	NA	NA	NA	NA	None documented	0.610349716451152	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	10-15	No
+BS_Z5QBHB6Z	2.93341100921829	0.9463457579611665	PT_V0C2E99Z	BS_CN0GW92K	PT_V0C2E99Z_7316-6991_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-6991	6.882956878850103	MB_SHH_3	0.8342129803541252	SHH_alpha	0	0	0	0	0	0	0	0	0	0	0	0	0	0	amplification	gain	gain	neutral	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	429.18	11.28	69.17	15.97	6.28	1.823667479042362	-0.29376131614995954	-0.21384625097972584	-0.5129062608123686	-0.8994308504736348	NA	NA	NA	NA	NA	None documented	0.6841839824754014	NA	NA	NA	NA	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	5-10	No
+BS_PRKJWXS8	2.423442527113128	0.3542847495648713	PT_WF4Q4SF2	BS_3RAM3K7B	PT_WF4Q4SF2_7316-8860_Solid Tissue_Initial CNS Tumor	MB, SHH alpha	MB, SHH	SHH alpha	7316-8860	18.351813826146476	MB_SHH_3	0.932424020621748	SHH_alpha	0	0	0	0	1	0	0	1	0	0	0	0	0	0	neutral	neutral	amplification	loss	NA	NA	loss	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	NA	NA	NA	NA	121.97	28.54	175.65	20.55	1.09	0.09347360974180938	0.19115175227513737	0.14828584405662193	-0.3721373913134682	-1.045775725800942	NA	NA	NA	NA	NA	None documented	0.7742678447610065	DEL	1	TP53--FXR2	1	yes	0	1	NA	1	0	0	0	loss	Methylation	TP53 wildtype	>15	No

From ea8b37e31a4d6f9c4dca2f96f0ed3ae94fff0652 Mon Sep 17 00:00:00 2001
From: rjcorb 
Date: Wed, 3 Jul 2024 20:39:12 +0000
Subject: [PATCH 09/10] rerun with updated subtyping

---
 .../molecular-subtyping-MB/06-mb-shh-umap.Rmd | 109 ++++++---------
 .../06-mb-shh-umap.html                       |  74 +++--------
 .../molecular-subtyping-MB/plot/umap_mb.pdf   | Bin 21935 -> 21935 bytes
 .../plot/umap_mb_group34.pdf                  | Bin 12124 -> 12124 bytes
 .../plot/umap_mb_methylation_mismatch.pdf     | Bin 21926 -> 21926 bytes
 .../plot/umap_mb_shh.pdf                      | Bin 9411 -> 9245 bytes
 .../plot/umap_mb_shh_cn_status.pdf            | Bin 12889 -> 12399 bytes
 .../plot/umap_mb_shh_methylation_mismatch.pdf | Bin 9855 -> 9579 bytes
 .../plot/umap_mb_shh_methylation_subtype.pdf  | Bin 17025 -> 16912 bytes
 .../plot/umap_mb_shh_tp53_status.pdf          | Bin 7268 -> 7116 bytes
 .../plot/umap_mb_wnt.pdf                      | Bin 6480 -> 6480 bytes
 .../mb_shh_subtypes_w_molecular_umap_data.tsv | 124 +++++++++---------
 12 files changed, 120 insertions(+), 187 deletions(-)

diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd
index e52f687ca2..6ceb7fcf6c 100644
--- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd
+++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd
@@ -9,6 +9,7 @@ date: "2024"
 ---
 
 Load libraries and set directory paths
+
 ```{r}
 suppressPackageStartupMessages({
   library(tidyverse)
@@ -28,27 +29,32 @@ plots_dir <- file.path(analysis_dir, "plot")
 ```
 
 Set file paths
+
 ```{r}
 hist_file <- file.path(data_dir, "histologies.tsv")
 methyl_file <- file.path(data_dir, "v14", "methyl-beta-values.rds")
 mb_shh_file <- file.path(results_dir, "mb_shh_subtypes_w_molecular_data.tsv")
 ```
 
-Wrangle data
+Wrangle data. We will remove sample IDs from `mb_shh_subtypes` for which a high confidence methylation call indicates a non-MB tumor (to be further pathologically reviewed).  
+
 ```{r get methyl ids}
 hist <- read_tsv(hist_file)
 
-mb_shh_subtypes <- read_tsv(mb_shh_file)
+mb_shh_subtypes <- read_tsv(mb_shh_file) %>%
+  dplyr::filter(!sample_id %in% c("7316-1884", "7316-1676",
+                     "7316-1666", "7316-3202"))
 ```
 
 Filter hist for mb shh methyl samples, and append to subtype df
+
 ```{r}
 hist_mb_methyl <- hist %>%
   dplyr::filter(pathology_diagnosis == "Medulloblastoma",
                 experimental_strategy == "Methylation") %>%
   dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID)
 
-mb_shh_subtypes <- read_tsv(mb_shh_file) %>%
+mb_shh_subtypes <- mb_shh_subtypes %>%
   left_join(hist_mb_methyl %>%
               dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)) %>%
   dplyr::filter(!is.na(Kids_First_Biospecimen_ID_methyl)) %>%
@@ -65,11 +71,13 @@ mb_shh_subtypes <- read_tsv(mb_shh_file) %>%
 ```
 
 Get number of samples by MB SHH subtype
+
 ```{r}
 table(mb_shh_subtypes$SHH_subtype)
 ```
 
 Load methylation data and filter for ids in `mb_shh_subtypes`
+
 ```{r load methyl}
 methyl <- readRDS(methyl_file)
 
@@ -81,12 +89,15 @@ mb_methyl <- mb_methyl %>%
 ```
 
 Identify 20k most variable probes among MB samples
+
 ```{r}
 mb_methyl_var <- apply(mb_methyl, 1, var, na.rm = TRUE)
 
 mb_var_probes <- names(sort(mb_methyl_var, decreasing = TRUE)[1:20000])
 ```
 
+Generate UMAP results
+
 ```{r}
 set.seed(2024)
 
@@ -97,6 +108,7 @@ mb_umap_plot_df <- data.frame(mb_umap_results$layout) %>%
 ```
 
 Plot UMAP with molecular subtype and age range 
+
 ```{r}
 mb_umap_plot_df %>%
   ggplot(aes(x = X1, 
@@ -112,31 +124,8 @@ ggsave(file.path(plots_dir, "umap_mb.pdf"),
        width = 5.5, height = 3.5)
 ```
 
-```{r}
-mb_umap_plot_df <- mb_umap_plot_df %>%
-  dplyr::mutate(methyl_mismatch = case_when(
-    sample_id %in% c("7316-1884", "7316-1676",
-                     "7316-1666", "7316-3202") ~ "Yes",
-    TRUE ~ "No"
-  ))
-
-mb_umap_plot_df %>%
-  ggplot(aes(x = X1, 
-             y = X2,
-             color = molecular_subtype,
-             shape = methyl_mismatch)) +
-  geom_point(alpha = 0.7) +
-  labs(color = "molecular subtype",
-       shape = "Non-MB methylation") +
-  theme_bw() +
-  xlab("UMAP1") +
-  ylab("UMAP2") 
-
-ggsave(file.path(plots_dir, "umap_mb_methylation_mismatch.pdf"),
-       width = 5.5, height = 3.5)
-```
-
 Identify 20k most variable probes among MB Group 3/4 samples
+
 ```{r}
 g34_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>%
@@ -147,6 +136,8 @@ mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1,
 mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000])
 ```
 
+Generate UMAP results
+
 ```{r}
 mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
 mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>%
@@ -154,7 +145,8 @@ mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>%
   left_join(hist_mb_methyl)
 ```
 
-Plot UMAP with molecular subtype and age range 
+Plot UMAP with molecular subtype and methylation subtype 
+
 ```{r}
 mb_g34_umap_plot_df %>%
   dplyr::filter(grepl("MB_G34", dkfz_v12_methylation_subclass))  %>%
@@ -173,7 +165,8 @@ ggsave(file.path(plots_dir, "umap_mb_group34.pdf"),
        width = 5.5, height = 3.5)
 ```
 
-Identify 10k most variable probes among MB SHH samples
+Identify 20k most variable probes among MB SHH samples
+
 ```{r}
 mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
 
@@ -181,6 +174,7 @@ mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000])
 ```
 
 Generate UMAP df 
+
 ```{r}
 mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
 mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>%
@@ -189,14 +183,14 @@ mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>%
 
 mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>%
   dplyr::mutate(age_range = case_when(
-    age_at_diagnosis_years <= 5 ~ "0-5",
-    age_at_diagnosis_years <= 10 ~ "5-10",
-    age_at_diagnosis_years <= 15 ~ "10-15",
-    TRUE ~ ">15"
+    age_at_diagnosis_years < 5 ~ "[0,5)",
+    age_at_diagnosis_years < 10 ~ "[5,10)",
+    age_at_diagnosis_years < 15 ~ "[10,15)",
+    TRUE ~ ">=15"
   )) %>%
   dplyr::mutate(age_range = fct_relevel(age_range,
-                                        c("0-5", "5-10",
-                                          "10-15", ">15"))) %>%
+                                        c("[0,5)", "[5,10)",
+                                          "[10,15)", ">=15"))) %>%
   dplyr::mutate(consensus_CN_MYCN = case_when(
     is.na(consensus_CN_MYCN) ~ "neutral",
     TRUE ~ consensus_CN_MYCN
@@ -218,15 +212,11 @@ mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>%
     is.na(classification_source) ~ "Unavailable",
     TRUE ~ classification_source
   )) %>%
-  dplyr::mutate(methyl_mismatch = case_when(
-    sample_id %in% c("7316-1884", "7316-1676",
-                     "7316-1666", "7316-3202") ~ "Yes",
-    TRUE ~ "No"
-  )) %>%
   write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv"))
 ```
 
 Plot UMAP with molecular subtype, classification source, and age range 
+
 ```{r}
 mb_shh_umap_plot_df %>%
   ggplot(aes(x = X1, 
@@ -253,33 +243,6 @@ ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 6.5, height = 4.5)
 ```
 
-
-```{r}
-mb_shh_umap_plot_df %>%
-  ggplot(aes(x = X1, 
-             y = X2,
-             color = molecular_subtype,
-             size = age_range,
-             shape = methyl_mismatch)) +
-  geom_point(alpha = 0.7) +
-  labs(color = "molecular subtype",
-       size = "age range (years)",
-       shape = "Non-MB methylation") +
-  theme_bw() +
-  xlab("UMAP1") +
-  ylab("UMAP2") +
-  # colors to match subtypes in Garcia-Lopez 2020 review
-  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
-                                "royalblue1", "plum4",
-                                "gray")) +
-  guides(color = guide_legend(order = 1),
-         shape  = guide_legend(order = 2),
-         size  = guide_legend(order = 3))
-
-ggsave(file.path(plots_dir, "umap_mb_shh_methylation_mismatch.pdf"),
-       width = 6.5, height = 4.5)
-```
-
 Plot UMAP with methylation subtype and methylation score
 
 ```{r}
@@ -364,7 +327,8 @@ ggsave(file.path(plots_dir, "umap_mb_shh_tp53_status.pdf"),
        width = 5.5, height = 3.5)
 ```
 
-Identify 20k most variable probes among MB samples
+Identify 20k most variable probes among MB WNT samples
+
 ```{r}
 wnt_samples <- hist_mb_methyl %>%
   dplyr::filter(molecular_subtype %in% c("MB, WNT")) %>%
@@ -375,6 +339,8 @@ mb_wnt_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1,
 mb_wnt_var_probes <- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:20000])
 ```
 
+Generate UMAP df
+
 ```{r}
 set.seed(2024)
 
@@ -385,7 +351,8 @@ mb_wnt_umap_plot_df <- data.frame(mb_wnt_umap_results$layout) %>%
 
 ```
 
-Plot UMAP with molecular subtype and age range 
+Plot UMAP with methylation subtype 
+
 ```{r}
 mb_wnt_umap_plot_df %>%
   ggplot(aes(x = X1, 
@@ -400,3 +367,7 @@ mb_wnt_umap_plot_df %>%
 ggsave(file.path(plots_dir, "umap_mb_wnt.pdf"),
        width = 5.5, height = 3.5)
 ```
+
+```{r}
+sessionInfo()
+```
\ No newline at end of file
diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html
index b4620fcd65..ee3ea6e9d2 100644
--- a/analyses/molecular-subtyping-MB/06-mb-shh-umap.html
+++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html
@@ -447,7 +447,10 @@ 

2024

hist_file <- file.path(data_dir, "histologies.tsv")
 methyl_file <- file.path(data_dir, "v14", "methyl-beta-values.rds")
 mb_shh_file <- file.path(results_dir, "mb_shh_subtypes_w_molecular_data.tsv")
-

Wrangle data

+

Wrangle data. We will remove sample IDs from +mb_shh_subtypes for which a high confidence methylation +call indicates a non-MB tumor (to be further pathologically +reviewed).

hist <- read_tsv(hist_file)
## Rows: 47895 Columns: 66
 ## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
@@ -457,7 +460,9 @@ 

2024

## ## ℹ Use `spec()` to retrieve the full column specification for this data. ## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
-
mb_shh_subtypes <- read_tsv(mb_shh_file)
+
mb_shh_subtypes <- read_tsv(mb_shh_file) %>%
+  dplyr::filter(!sample_id %in% c("7316-1884", "7316-1676",
+                     "7316-1666", "7316-3202"))
## Rows: 265 Columns: 79
 ## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ## Delimiter: "\t"
@@ -473,7 +478,7 @@ 

2024

experimental_strategy == "Methylation") %>% dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID) -mb_shh_subtypes <- read_tsv(mb_shh_file) %>% +mb_shh_subtypes <- mb_shh_subtypes %>% left_join(hist_mb_methyl %>% dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)) %>% dplyr::filter(!is.na(Kids_First_Biospecimen_ID_methyl)) %>% @@ -487,18 +492,9 @@

2024

c("MB, SHH alpha", "MB, SHH beta", "MB, SHH gamma", "MB, SHH delta", "MB, SHH unk")))
-
## Rows: 265 Columns: 79
-## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
-## Delimiter: "\t"
-## chr (42): Kids_First_Participant_ID, Kids_First_Biospecimen_ID, match_id, mo...
-## dbl (33): age_at_diagnosis_years, dkfz_v12_methylation_subclass_score_mean, ...
-## lgl  (4): SMO_csq, TP53_csq, PTEN_exp_status, TP53_exp_status
-## 
-## ℹ Use `spec()` to retrieve the full column specification for this data.
-## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
-## Joining with `by = join_by(match_id)`
+
## Joining with `by = join_by(match_id)`
## Warning in left_join(., hist_mb_methyl %>% dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)): Detected an unexpected many-to-many relationship between `x` and `y`.
-## ℹ Row 35 of `x` matches multiple rows in `y`.
+## ℹ Row 31 of `x` matches multiple rows in `y`.
 ## ℹ Row 226 of `y` matches multiple rows in `x`.
 ## ℹ If a many-to-many relationship is expected, set `relationship = "many-to-many"` to silence this warning.

Get number of samples by MB SHH subtype

@@ -601,14 +597,14 @@

2024

## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`
mb_shh_umap_plot_df <- mb_shh_umap_plot_df %>%
   dplyr::mutate(age_range = case_when(
-    age_at_diagnosis_years <= 5 ~ "0-5",
-    age_at_diagnosis_years <= 10 ~ "5-10",
-    age_at_diagnosis_years <= 15 ~ "10-15",
-    TRUE ~ ">15"
+    age_at_diagnosis_years < 5 ~ "[0,5)",
+    age_at_diagnosis_years < 10 ~ "[5,10)",
+    age_at_diagnosis_years < 15 ~ "[10,15)",
+    TRUE ~ ">=15"
   )) %>%
   dplyr::mutate(age_range = fct_relevel(age_range,
-                                        c("0-5", "5-10",
-                                          "10-15", ">15"))) %>%
+                                        c("[0,5)", "[5,10)",
+                                          "[10,15)", ">=15"))) %>%
   dplyr::mutate(consensus_CN_MYCN = case_when(
     is.na(consensus_CN_MYCN) ~ "neutral",
     TRUE ~ consensus_CN_MYCN
@@ -630,11 +626,6 @@ 

2024

is.na(classification_source) ~ "Unavailable", TRUE ~ classification_source )) %>% - dplyr::mutate(methyl_mismatch = case_when( - sample_id %in% c("7316-1884", "7316-1676", - "7316-1666", "7316-3202") ~ "Yes", - TRUE ~ "No" - )) %>% write_tsv(file.path(results_dir, "mb_shh_subtypes_w_molecular_umap_data.tsv"))

Plot UMAP with molecular subtype, classification source, and age range

@@ -659,35 +650,10 @@

2024

shape = guide_legend(order = 2), size = guide_legend(order = 3))
## Warning: Using size for a discrete variable is not advised.
-

+

ggsave(file.path(plots_dir, "umap_mb_shh.pdf"),
        width = 6.5, height = 4.5)
## Warning: Using size for a discrete variable is not advised.
-
mb_shh_umap_plot_df %>%
-  ggplot(aes(x = X1, 
-             y = X2,
-             color = molecular_subtype,
-             size = age_range,
-             shape = methyl_mismatch)) +
-  geom_point(alpha = 0.7) +
-  labs(color = "molecular subtype",
-       size = "age range (years)",
-       shape = "Non-MB methylation") +
-  theme_bw() +
-  xlab("UMAP1") +
-  ylab("UMAP2") +
-  # colors to match subtypes in Garcia-Lopez 2020 review
-  scale_color_manual(values = c("aquamarine3", "goldenrod2", 
-                                "royalblue1", "plum4",
-                                "gray")) +
-  guides(color = guide_legend(order = 1),
-         shape  = guide_legend(order = 2),
-         size  = guide_legend(order = 3))
-
## Warning: Using size for a discrete variable is not advised.
-

-
ggsave(file.path(plots_dir, "umap_mb_shh_methylation_mismatch.pdf"),
-       width = 6.5, height = 4.5)
-
## Warning: Using size for a discrete variable is not advised.

Plot UMAP with methylation subtype and methylation score

mb_shh_umap_plot_df %>%
   dplyr::filter(grepl("MB", dkfz_v12_methylation_subclass_collapsed)) %>%
@@ -705,7 +671,7 @@ 

2024

# colors to match subtypes in Garcia-Lopez 2020 review scale_color_manual(values = c("goldenrod2", "royalblue1", "aquamarine3", "plum4"))
-

+

ggsave(file.path(plots_dir, "umap_mb_shh_methylation_subtype.pdf"),
        width = 5.5, height = 3.5)

Plot UMAP with CN status for MYCN, GLI2, CCND2, and PTEN

@@ -738,7 +704,7 @@

2024

scale_color_manual(values = c("aquamarine3", "goldenrod2", "royalblue1", "plum4", "gray"))

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