diff --git a/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd
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+++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.Rmd
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+---
+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. 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) %>%
+  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 <- 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)) %>%
+  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$SHH_subtype)
+```
+
+Load methylation data and filter for ids in `mb_shh_subtypes`
+
+```{r load methyl}
+methyl <- readRDS(methyl_file)
+
+mb_methyl <- methyl[,colnames(methyl) %in% c("Probe_ID", hist_mb_methyl$Kids_First_Biospecimen_ID_methyl)]
+
+mb_methyl <- mb_methyl %>%
+  distinct(Probe_ID, .keep_all = TRUE) %>%
+  column_to_rownames("Probe_ID")
+```
+
+Identify 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)
+
+mb_umap_results <- umap::umap(t(mb_methyl[mb_var_probes, ]))
+mb_umap_plot_df <- data.frame(mb_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  left_join(hist_mb_methyl)
+```
+
+Plot UMAP with molecular subtype and age range 
+
+```{r}
+mb_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype") +
+  theme_bw() +
+  xlab("UMAP1") +
+  ylab("UMAP2") 
+
+ggsave(file.path(plots_dir, "umap_mb.pdf"),
+       width = 5.5, height = 3.5)
+```
+
+Identify 20k most variable probes among MB Group 3/4 samples
+
+```{r}
+g34_samples <- hist_mb_methyl %>%
+  dplyr::filter(molecular_subtype %in% c("MB, Group3", "MB, Group4")) %>%
+  pull(Kids_First_Biospecimen_ID_methyl)
+
+mb_g34_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE)
+
+mb_g34_var_probes <- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000])
+```
+
+Generate UMAP results
+
+```{r}
+mb_g34_umap_results <- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
+mb_g34_umap_plot_df <- data.frame(mb_g34_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  left_join(hist_mb_methyl)
+```
+
+Plot UMAP with molecular subtype and methylation subtype 
+
+```{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.pdf"),
+       width = 5.5, height = 3.5)
+```
+
+Identify 20k most variable probes among MB SHH samples
+
+```{r}
+mb_shh_methyl_var <- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
+
+mb_shh_var_probes <- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000])
+```
+
+Generate UMAP df 
+
+```{r}
+mb_shh_umap_results <- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
+mb_shh_umap_plot_df <- data.frame(mb_shh_umap_results$layout) %>%
+  tibble::rownames_to_column("Kids_First_Biospecimen_ID_methyl") %>%
+  inner_join(mb_shh_subtypes)
+
+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
+  )) %>%
+  dplyr::mutate(classification_source = case_when(
+    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 
+
+```{r}
+mb_shh_umap_plot_df %>%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             size = age_range,
+             shape = classification_source)) +
+  geom_point(alpha = 0.7) +
+  labs(color = "molecular subtype",
+       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")) +
+  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 = 6.5, height = 4.5)
+```
+
+Plot UMAP with methylation subtype and methylation score
+
+```{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.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,
+                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.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 20k most variable probes among MB WNT 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)[1:20000])
+```
+
+Generate UMAP df
+
+```{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 methylation subtype 
+
+```{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.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
new file mode 100644
index 0000000000..ee3ea6e9d2
--- /dev/null
+++ b/analyses/molecular-subtyping-MB/06-mb-shh-umap.html
@@ -0,0 +1,835 @@
+<!DOCTYPE html>
+
+<html>
+
+<head>
+
+<meta charset="utf-8" />
+<meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
+
+
+<meta name="author" content="Ryan Corbett" />
+
+<meta name="date" content="2024-01-01" />
+
+<title>Create MB SHH methylation UMAP</title>
+
+<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
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) 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+<style>h1 {font-size: 34px;}
+h1.title {font-size: 38px;}
+h2 {font-size: 30px;}
+h3 {font-size: 24px;}
+h4 {font-size: 18px;}
+h5 {font-size: 16px;}
+h6 {font-size: 12px;}
+code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
+pre:not([class]) { background-color: white }</style>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
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+
+<h1 class="title toc-ignore">Create MB SHH methylation UMAP</h1>
+<h4 class="author">Ryan Corbett</h4>
+<h4 class="date">2024</h4>
+
+</div>
+
+
+<p>Load libraries and set directory paths</p>
+<pre class="r"><code>suppressPackageStartupMessages({
+  library(tidyverse)
+  library(umap)
+  library(ggplot2)
+  library(devtools)
+  library(gdata)
+})
+
+root_dir &lt;- rprojroot::find_root(rprojroot::has_dir(&quot;.git&quot;))
+
+data_dir &lt;- file.path(root_dir, &quot;data&quot;)
+analysis_dir &lt;- file.path(root_dir, &quot;analyses&quot;, &quot;molecular-subtyping-MB&quot;)
+results_dir &lt;- file.path(analysis_dir, &quot;results&quot;)
+input_dir &lt;- file.path(analysis_dir, &quot;input&quot;)
+plots_dir &lt;- file.path(analysis_dir, &quot;plot&quot;)</code></pre>
+<p>Set file paths</p>
+<pre class="r"><code>hist_file &lt;- file.path(data_dir, &quot;histologies.tsv&quot;)
+methyl_file &lt;- file.path(data_dir, &quot;v14&quot;, &quot;methyl-beta-values.rds&quot;)
+mb_shh_file &lt;- file.path(results_dir, &quot;mb_shh_subtypes_w_molecular_data.tsv&quot;)</code></pre>
+<p>Wrangle data. We will remove sample IDs from
+<code>mb_shh_subtypes</code> for which a high confidence methylation
+call indicates a non-MB tumor (to be further pathologically
+reviewed).</p>
+<pre class="r"><code>hist &lt;- read_tsv(hist_file)</code></pre>
+<pre><code>## Rows: 47895 Columns: 66
+## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+## Delimiter: &quot;\t&quot;
+## 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.</code></pre>
+<pre class="r"><code>mb_shh_subtypes &lt;- read_tsv(mb_shh_file) %&gt;%
+  dplyr::filter(!sample_id %in% c(&quot;7316-1884&quot;, &quot;7316-1676&quot;,
+                     &quot;7316-1666&quot;, &quot;7316-3202&quot;))</code></pre>
+<pre><code>## Rows: 265 Columns: 79
+## ── Column specification ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+## Delimiter: &quot;\t&quot;
+## 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.</code></pre>
+<p>Filter hist for mb shh methyl samples, and append to subtype df</p>
+<pre class="r"><code>hist_mb_methyl &lt;- hist %&gt;%
+  dplyr::filter(pathology_diagnosis == &quot;Medulloblastoma&quot;,
+                experimental_strategy == &quot;Methylation&quot;) %&gt;%
+  dplyr::rename(Kids_First_Biospecimen_ID_methyl = Kids_First_Biospecimen_ID)
+
+mb_shh_subtypes &lt;- mb_shh_subtypes %&gt;%
+  left_join(hist_mb_methyl %&gt;%
+              dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)) %&gt;%
+  dplyr::filter(!is.na(Kids_First_Biospecimen_ID_methyl)) %&gt;%
+  distinct(match_id, Kids_First_Biospecimen_ID_methyl, .keep_all = TRUE) %&gt;%
+  # redefine un-subtyped samples as &quot;unk&quot;
+  dplyr::mutate(molecular_subtype = case_when(
+    molecular_subtype == &quot;MB, SHH&quot; ~ &quot;MB, SHH unk&quot;,
+    TRUE ~ molecular_subtype
+  )) %&gt;%
+  dplyr::mutate(molecular_subtype = fct_relevel(molecular_subtype,
+                                               c(&quot;MB, SHH alpha&quot;, &quot;MB, SHH beta&quot;,
+                                                 &quot;MB, SHH gamma&quot;, &quot;MB, SHH delta&quot;,
+                                                 &quot;MB, SHH unk&quot;)))</code></pre>
+<pre><code>## Joining with `by = join_by(match_id)`</code></pre>
+<pre><code>## Warning in left_join(., hist_mb_methyl %&gt;% dplyr::select(match_id, Kids_First_Biospecimen_ID_methyl)): Detected an unexpected many-to-many relationship between `x` and `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 = &quot;many-to-many&quot;` to silence this warning.</code></pre>
+<p>Get number of samples by MB SHH subtype</p>
+<pre class="r"><code>table(mb_shh_subtypes$SHH_subtype)</code></pre>
+<pre><code>## 
+## SHH_alpha  SHH_beta SHH_delta SHH_gamma 
+##         8        13        12        12</code></pre>
+<p>Load methylation data and filter for ids in
+<code>mb_shh_subtypes</code></p>
+<pre class="r"><code>methyl &lt;- readRDS(methyl_file)
+
+mb_methyl &lt;- methyl[,colnames(methyl) %in% c(&quot;Probe_ID&quot;, hist_mb_methyl$Kids_First_Biospecimen_ID_methyl)]
+
+mb_methyl &lt;- mb_methyl %&gt;%
+  distinct(Probe_ID, .keep_all = TRUE) %&gt;%
+  column_to_rownames(&quot;Probe_ID&quot;)</code></pre>
+<p>Identify 20k most variable probes among MB samples</p>
+<pre class="r"><code>mb_methyl_var &lt;- apply(mb_methyl, 1, var, na.rm = TRUE)
+
+mb_var_probes &lt;- names(sort(mb_methyl_var, decreasing = TRUE)[1:20000])</code></pre>
+<pre class="r"><code>set.seed(2024)
+
+mb_umap_results &lt;- umap::umap(t(mb_methyl[mb_var_probes, ]))
+mb_umap_plot_df &lt;- data.frame(mb_umap_results$layout) %&gt;%
+  tibble::rownames_to_column(&quot;Kids_First_Biospecimen_ID_methyl&quot;) %&gt;%
+  left_join(hist_mb_methyl)</code></pre>
+<pre><code>## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`</code></pre>
+<p>Plot UMAP with molecular subtype and age range</p>
+<pre class="r"><code>mb_umap_plot_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype)) +
+  geom_point(alpha = 0.7) +
+  labs(color = &quot;molecular subtype&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) </code></pre>
+<p><img role="img" 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ygWi4VCYXFx0RhTKBR+5Vd+ZWxsbK0LBAAAAADgYq3nAK+U+uhHP/qWt7zlb//2b2dnZxuNxs6dO3ft2vWBD3xgeHh4rasDAAAAAOBVWM8BXkSUUvfcc88999yz1oUAAAAAAHBJ1vM98AAAAAAArBsEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABAChDgAQAAAABIAQI8AAAAAAApQIAHAAAAACAFCPAAAAAAAKQAAR4AAAAAgBQgwAMAAAAAkAIEeAAAAAAAUoAADwAAAABACrhrXQAAAMDV7pnOiQcaR48GjcSayUzxztLU3eUtjqKjBQDwMgR4AACANdNNok/NPPhgY3pvc2Zl457y1LZs5Ve3vHVLdmgNawMAXGkI8AAAAGvDivzW0e/+0dy+jHZ25IZKTlaJ6pro+e7S3uZMMw7+47XvHfXya10mAOBKQYDH6kiSQGtfMdgPAAAREWnEwYFetZtERce/Lj9WdPyz/823aoee6izkHe+GwrgjarAxo51hN3O4V//a8sH/tvDE/7b5LZe3cADAlYsAj0vSbh86Nv0/arX9UdRSSuXzWycn3zE1dZ+jM2tdGgAAa2M57v3h7GM/aBy1p7Y4ot45fM0/3PjGkvOy6+M3a4f2NmduKIytpPdT1LZspRYHD9SP/pNNd2Y1H9gAACIEeFyKmdm/eemlP1xaelBEO45vrVlaerjTOTo//81bbv71bHZirQsEAOBym+k3/9Whr9+/fNDTquLkXK0jk9Tj4MHm8Sfb87+98z0rQ+I7Sbi/PZuIUSJWrHp5htdKlVw/tMnxfvPa3MhaHAoA4IpDgMdr0e1Oz85+9dDhP202XywUtmVzk0q0iMRxr9l6oVrdK6LuvONTStHAAABXESvyO8ceuH/54LiX35araFFdE7Xivqucatz9q6XnJjPF39rxE0tR97/O7/tB/djjrblOEj7bWXKUmvSLm/ySVj+K8Y5oEekk4dodEADgykK+wqvTaDz70kv/pdU+WK892QvmXa/Q681aa/L5TSLKdXPl0u5m84Vud3p27utTm9671vUCAHCZnIg699de2teey2p3R264b5LDwXItCoxIOwmUEkec/z7/xDWZ4W83Dn9j+ZCrdc/GsTEdCWNrEmsbcXB9fmxl9bjQJiIy7ObW9LAAAFcQAjxehRMnvv/sc/++Wn1IKS+KWlbEJGEcd61N4rhdLu8WUSIqn99cre4drtxKgAcAXA2e6iz817l9L/WWjwX157tLecff155txWE7CZXIoFPdGkkknu43/9XhryfWTmVKW7OVQ73aoWTZ005Oee2kLyJH+41rssMiEpi4lfQrbvaCK8kFJq7Hgav0qJdTZ95LjwsLbfLN5YMPN4/PhW2t1Ca/9JahLe+o7HCZmhfAlYcAj4tVbzz1yKP/rNl6wXFySmJjQyXKcXKOSBS1RKTbnc3np0TEdQtWVK83u9YlAwDwuvva8ou/N7P34eZMTruBjROxgYnrcW/wqFLaWivq1J3uYmtxkNPu5kxZi9rgF2tRrx4HBccvOH4jCVQom/2yUnKwt3xnaeqnx65/hUT+WGv2Lxefea6zaMSKyJCbfXtl+98bv6nsMpXsxToWNP7tse/N9Jt7mzMrGx9pzXxp6fmPb3v7Br+4hrUBwNkI8LgoS0sPPvLoP6/Xn1LKMdK3YkwSirJRLK5bcN1CGDaUcnK5jUppEaVEjE3WumoAAF5fR4L678888khrdmd2eNTPHQrqtainRJSIEdGitIhWWkQcsbFYI5JY4ym3GvUm/WLR8TdlSlakHvc85WirAhMfCKp9E99e3HRrccPfHbvhfC/9J/P7v7D47N7mjKdUTntGSSfuf3354AP1o7+548e3XqjfHiJSj4P/4/A3vrZ8sOJmbiiMFRxfrLST8Pnu4t7mTGDiT+26N6+9tS4TAH6EAI8L63SOPPPs7zSbz4lyfH9IKceYJLYtayJjwjgWzy1p7VqbxHErSYIgWIyiRq22/6mnf3N87O7JyXcwmx0A4HLqJtHj7bnpftNYM+kXby9NDb0+ndJfWHzmoebxbdmhUT8vInntld3cctSxIoMed2Pl1Lx0SilR1opIMwmaSX9SiiIylSn7Wh/v68iY5bgbJPE1zvD2wvC9o7t+fvK2843i/kbt4BcWn93XmtuVHxl2syJKRCJrpoP6/1x+yVX607vvy7D43IX8xYmnvrZ8cMzLX5OrDM6hKCm7mbI7/mKvuhC2v3DimZ/fcNtalwkAP8I7Oy7s8JHPLC39UOusNrEoR0S0dpRSRokSbZIwUYFS2tik2XxBRPphVYnT7Rw9cOD3qtVHp49/+aYbP5bLbVjr4wAArH9W7JcWn//zE091TTQYFL2nPOUp56dGd39w7MZVf7l9rTmtZPzUynDDXu5gt2rFilglyoqsLAVvRYy1WpQRa62NjVnZSdnJjXpxNQxy2u+beGOm/LFt99xemjr/Mcp/X3jykebxGwoTRcdf2e4pfU1uOBF7IurcXzv406PXrfrxridG7PfqR7VSWzNDctbcAduylUeax8e9AgEewBWFAI8LMCZcXt6ntOs6mThpr2zXTtZaa0wsSoyNlHg2botNBqMFs9nx4crNcdxtNp+vVvcmSXDnHZ8S8V/hhQAAuHR/MPvoV6sHHmnNjHr57bmKsnIkqFXjXmSTI73aR8q3OKs3zVtok1bS97WrT/WTZ5RT9rL1JBgs7D5gxVqRxFpPaa10YCKrxDm1XNxi1Dka1Jejnogk1jhKP1g/9htHvvNTo7s/vOkOfVq1J6LOd+tHDvaWZ/vNR1sznnYKztmju9Umv7y3OXNzYZIA/8qWo14r6ecdz9XnGObgKyervcWo0zURo+gBXDkI8LiAfr9qTOg4eaUcsWJNrLQrIlplrE5ExJjQmshIJNYMbvTL+CPl0m5RruuVy26p2X4pCOanp7+4ZcsH1vpoAADr2b723FerB/a3524sTKyErnEpbLLlpzsL1tr7pfTe8jWr9XKOKCVirT1947hXOB40EqXsyd53G1sREU/prHYdpfsmstZmtSciy1HvSK9ei3tZ7Wqlukk06uc2++X97TkRcZT+xY23i4gV+9mFpz6/+MyDjWkRCU3SNWFGu0+2F67NjRScl30/nndcJXY+bMv69Xx36eHm9Gy/pZXanCm/pbzlmtzIBZ9lRZpx4Cg9GLbQN7GI6PN/oeNoLSKBiQnwAK4cBHhcgLUnx/hl/NHIr0VRS+miEqWUuG7eGDeKEhERm4iI1q52fGtNs/1SPjuVyY6JUsX81uryI9nsBgI8AOB19eXF5/Y2Z3blRs5IXL5yduZGHmnNDBl3NQO80psy5b3Nmb6JV244z2pv1CtU425irYhopXzlekr52nVE90xoRUpOZinqFB3vSL9ei3sF1zfG9pK44ua2ZirjXqHi5ve155TIe4av3Zod+uO5/V9ceu6x1uymTGnIybST8FBQ6yTRQtiOrXlDYTx3+vEqdep/61AjDj51/KFHWzOnTxq/pzz19sr2fzq1J3eepD3db3x+8ZlHmjOdJBSRYTd399CW+8auU6IGMf5sViQwsSNqyGFKfwBXEAI8LiCTHVPKNUkv4w/3vXIY1uOo7ThZNbhGKkestWKtKKWUdjLKSpx0o6hpkn6cdAuFrdrJaJ0JgnljwrU+GgDAevZMd9FRquLlzn4op72C4y0lvaWkt1mypz/0bOfE9xpHjwb1yCQTfvH20qa3VbZ5yrmYV3xbZftMv/lir7orNzrYUnZ9V2stSpROrHFF57WrlbZieybsmGjCK9xRmtJK/aBxrJNEidhOHIrIsJfbnCmPewURyWhno198uDnzvcaRu2XrXy09t681txLUtdKeclyduKKqUfdIUL8hP75SUjcOraiNfum1nsUrV2DiTxz+1l+ceDrrONuylaLrW2vbSfh4e05EluPeb25/11zYfqI9vxR1fOXszI/eVtjwUHP6/5l56IH6MS2SczyrbCPuf3Hpud+becTXTjPpV6Pu6KlZDFbU4m5szM3FSYfV4AFcSQjwuABHZ4aHb11a+mHQXyyVdomoKGqEYX3wqLGJiFVa+07eWOM6ORFxRIyNo6ghIp5b9DMjWjkikiTBGh4IAGB9C0zcN7GvnfP1PfvaFZFG0t982lM+dfzBHzSOndGd+7kTT/+Lbfdckx2+4Iu+b/T6by4f3NucOWCrU5lSwfG0qA1+oRn3O0noKafkZlpxX5RYK4k1417h3aM7//T6n9nbPP670z/8q6UXyk6m6PhlJzOZKZ4+cKDsZETkSFDvmejh5sy27NBK93LB8Xyt49hkte8o04rDwMTZk0MA7Ey/uac8dVd58znKTbn/sfjs4aBWdv3dudGVeQeKjj/m5Z9pL0TWfOj5L9bjvhW7Mn+ho1Q17L4YLG/Jlie9Ys/GL3Wrruim6T/dWXCVrrjZ/e3ZnbmRHdkfDcJvJf0jvcae8tTPjK/+xIcAcCkI8LiwHdt/rlZ7fGnpIVG2XN4dhvV+v5oknTjuhGFLlCoXb+iHJ5KosfIUrVxxC2FY7wVzfmY4TgKtfdctidTX8EAAAOtAaJIXe9V6HFiRVhzU4iC2ZtzL31ba5Ch9+uzuZ4iNEUfyp1Y2tWL/3bHv72vNPtGe35EbKjlZR6luEj3fWfxB49iznRMfnLz52tzobcWNE37hfPvMO95v7HiXp52ZfnNvc8ZRSpQkxl6XH13ot7smSqzNOl5ijSi5Ljfx7pFrf2PHu0RkT3nzfWPXf7t+5Jrc8NhZ3b8iMuj4DUz0YndZRM4YVrAlMxQa04iDwWR4nSTMajeyybF+ox73N/ql9wxf+1pO7hXMiv167eAjzZlbS5P65b3irtKbs5Xv1o4oJWN+fszN78wNJ9a82Fs+HtQja7Zlhzf6pa6Jnu8sVqOuq52ykwltHCZJZBNr5cXucjXsbcyUrLVtE7bi8M7y1Acmbrq1yBo6AK4sBHhcWKm067rdvywiS0sPdjszrpu3IomJlXKzmbEo6SgtxsbGxonpO/rkrWJauUrpOOkGvRNik+HhW9V6vSEPAHBZHA5qn5x+8G+rB+pJPzBRZBKlVCKmqDI/VtmqRBpJP7Smk0RnT88eG9MxYUF7E97JNP5A/di+1uxT7YUbCxMry61Htt+zcWzND5vTj3fm31nZoUW9o7LjH0/dcb6ZzKYy5U9e+977awdvyI9P9xuxNZv80p7y5psKE9+uH36iPV+Lg4Lj7c6NvXtk55vLm9WpWdOG3eye8tRMv3nO3QYmFpERN38wWBYR9+XX0FEvH5hYiVTjbiMJDgf1uTjFWf8AACAASURBVLDdS6I7y1NvLhU+sf0dvr6oWwBSpBr1qlE373i+OsfH12rUDW2cV96NhQlXTv40R61ZDNu9KGgmQWDiI71aNepmtTuYQdBVOjJB0clsywwd6FWtklEvPxjIMOEXfn7ytrdXtl/G4wOAi0KAv3IF/cVeb1as5PNTmczYKu650zmyuPhgL5gTUbncpvGxtxQKW1/5KRs2/HihsO3o0T9fru03JhIRpXzH8Rbmv2VN1Gy+YMVYk0RR0zhZzynI4JOQckwStTtHx8fv2rrlZ1bxEAAAV5VuEn167uE/mHl0vt/qmshaq0SsUmJElDRV/9HWrCOqY8JhN3e4t3xDcdyRH3XSWrFH+rXbi5t+LLt5ZRm5b9UP7W3OXJcfXUnvc2FrOmjW456nHFdpXzlHerVa0jNijwS1f7vz3eebIy2j3Z8eve7sZdtuecX+20Hv7lLU3ZgpnT0X+mLU2VOeuq20YTHqiEhkjPPy1c6mMuWSk3muu6iVuiY7POLlRtzcO4d3/Mz4jUVnHa7bOph/zjvXHemxMdWoq5TkHN9au3Iu+zZxleNpXYt6M0GznUSO0tlTP0QlSisdmmQqO+Q4zpFu7Y3FjT85eu2UX742N8Kt7wCuTAT4K1G1+ujhI3/Wbh9a2VIq7brmml8Yrtx6iXtOku4LL3z6xOL3q9W9KxvHxu6amHjH7l3/xHHOMevPaTVce9NNv5aYfj9YFKVmZ786Pf2lMGqIGNctiUic9EwSJnFvsOyciJikb000MfG2HTt+fmjoDUmSXGL9AICr0EzQ/PjhbzzUnD4a1BOTKKVEqZNLt2kRK7ExC2F7Z344Z10rciLsPtNe3JgplpyMiHRNNBc0W3H7hnjppuYPD1S/VBm6fvuO+w71akpJ2T05cKxrouNBsxEHRcd3laNM5Cln1M9v1kPPdxdF5M/mn/jwpjtW8bimMuW7ypv3NmcO9pavyY6srAxvRWb6zVoUTJQLbx3aNttviUg16kxlhs7YQ9H1M9q9tbDh3+/8yclMseJmz3yNdaTsZkUktOe4RaJtQytWWaVF3NNnH7QiIo7SsTXLSZCIdZS21p45JNDKsM4eV46r9Lsq516koBYHS1HHU84mv7T+RjcASBEC/BXn2PQXDh/+06Wlh7WT89yCiMRRu1rd226/tHPnL26e+unXvGdjoiee/PXDh/9Uaz9f2OI6BSUSxe3q8n5rbb+/dOstv6kuNOmuozP5/OZm8/mZma/U6o9nsqP9oKqUo5T2tZc4YRy1rUmUto6bMybM5TbddOOvTU6+7TWXDQC4aj3amvmzhSd/0Dh6LGhUo64RK1rZUwusK5GTva1KGWuP9ho3Fibmw9bW3NC2bOXR5uxgJ8aGu5PlO2z3PdWvNeJOQ2RmVp1Y/OpS7sccpVcGtJ8I27W4l3O8QQIcbE3EukrvzI0+1prNavd/3fhG/+Jmp79IH5m6a7rf+KvF559I5oedbNZxI5vUoqBvkrdVtv3q1rf6ynnPyLVvrTz3w8Z0wcmcHtGN2MO9WmiSH6tsva6wmiP1rkzDbnaDX3ykOdMz0RlDISJjYmtEbMHxT4/mgxkNE5vE1i6HnViso1QosaucrHYdpYw1ntZaKU87ItJOzrFczgONo58/8czhoLayz7uHtv4vk7eu3IsBAJcTAf6iWGuDIKjXX/cJ2FqtZw8c+KN6fX8uv8P3KoONvi9xXFtcfDgMI7EbisVdr23n8/NfqVafUipXKOwaBHUr4rq5Yn64tvxUFEUvvviXExM/ecH9GNN/6eCfnjjxYC6/3Zp+4sZx3HGcgogo8TxvKIqbolyt8o6TbNv6jzKZW04/de12m5vhL505NUtTEARhyPp8q6PT6fR6vbWuIvVWGme/34+iaG2LWTe63W4QXHULeXy5/uKfLz/7WHeum0Q9G9lBf+rJP06uc65ErJzsj49MMh3Uh5zMZqf4D8o3/ERu60zU6gbzuvbApuYjNziSzW0R8cVGcdJcqj4ilU19ZzKIwsGg+noYiIgnylojIok11hoVm8hEIlJUXqvf27dw5Prs6Ooe5q+Nvnm7Kj7Qmk5OHphszBRuyo3/w7FbJ0K3HtZ9kQ+Wru/0g32d+YqTLTu+o3RgkuW427fJTw5d84HCrsvwEeV8er1ev9+/PK/19szUdK72XKe6KzNy+qQAURR1kyirvVGdOettx4bWWrGiRIsk1hqxkTWxSQaD5MvKj6KoZyJjjQrj08+kFfvHS0/e3zy8rzufVU5We8aajom+Xzvyg6XD/3LjW3ZlRmS1RVF0xk+z1WqJCMMYAQwQ4C+WUspxXvcRU/MLX6rVHyvmd3j+j5auUUp8f0TE1huPzS986bqhf/Hadr5U/Xajua9UvFHrl/3clePlC9vrjX35pa0bN957/h3YxcVvLyx8rds72mg8FSfNMFzI+OOO40dxQ5KOdrJKOSJaK9eYKIqbE+M/vnXLz62cN2utiGittea+slUwiEla68vQMte9lcbJybx0SqlB47w8b5tXgziOr8LG+Ux38S9qz+3vzW/LDB3tN6LExNaoUxH+bEpEKYmNibRRSk1kiveN7LY2eeLJXzleu79ZuvGoO5IVs8F0c9bNuHnPq0z2XkrylaWwuSFTEZFYjIgMOuSNtbE1jtJ51x8M1s9oRynVstGq/yCGnNxHNtz58+O3HAiWG0k/q5xrsyOTL+/dfc/wzpKX+ePFJ+tJ8FhnTkRuL2zc5Bdvy0/+0sSbRtxXugPudXWZG+e9I7ue6J9QSj3RWxhz8gXHs1baJlyMuyXHD60Z8XLqtNkEuiaKjBmM2PDEtWKsGEd0okxoErFJ2c2MednZqH08bHZM9N3O9C8e++pt+cn3VXZvz1S+0Tz89daRp3qLu7OjpVPTChixs2H7gfb0f1hwPrntPYXzTIvwag0uQ3Kud87BpyY6PwAMEOAvilIqk8mUSqXX9VUS0+92DziOn8tPnP2o604EwUy3+1yxmH/lge7d7vTs3P2t5gtx0nHdcqVy06aNP6mdTBwvum4+kymea+clt5eLorl83j3nnfDGhE8/82+Wl/dVq3u1kwnDmjFxP1iwpu+4hVxug0mCk4vDK2VMnM2Mjozccfvtv1Uqbf/RASZJGIb5fN7zVudqdzXr9/uDr+R938/nz7H+EF4VY8zy8nIul8tkMmtdS+qFYTjoAfN9v1BgiOmlstb2+/1sNpvNrufbm8/2N0t7H+vO78yN5LWnwpZWg/AuVk4OnbdyWqA52XWtOjbKiOe67nixUiqWFmr7/yZRDwz9HeuWT/0rs9N2d0vPZtyCtDbFizNRtpwpld3MYBC1UsqIdE1UcXMbM0XPOflJycTKdd3xUqVULM30m4+1Zk9EHU/pbdnKnaWpwiVPGleS0pS80jD495RueMfk7v3tuYO95cDGo27+tuKGbdnKJb7uJer3+5lMJpe7fN8g/GbxPf/f3D5/2TOnLfa+S43FNtnbnFlIepsz5ZV/vNBrtEzoiHaUNpIYESPW2ERErBIRCW3yaGfeUbqThFnt1ZLgh+2ZB1rHH+st/OOpO7/UfGl/d/4NxYmCftnPd7s7bHvSVcl3+zMfmLh5VY5r8BlJRFzXPeMD5+CNlM4PAAME+CtIFNasTdzzziSntJM1JgrDeiZz7vF71tqjRz9z5OjnqtWHT98+Pf7FrVvfLyJKnTc5a+2JSBS1zhngD7z4n5eX99UbT1WGbnTcQq3+RD9Y0E4xiloiksmMutkNnrccJz0RSeJePr/llpv/dan0Gkf7X4xW68DCie93u9PWJrnshpHRO8ZG98hZs/i+Mmttvf5krf5kHDW19kulXWNjb3acq+tTMgBcaUKbPN054Wk96uVDc3LksDq97/2s3siVu+J7SeiIuiY33DXRrx35weN9e8ifLIr1xMSiq8p9VFWGJIqs1p4ZSRramqfa8+N+wYg11raTMBE75GRLrr/RPxkFjdhmFOismvDyv3PsgQcax+xp6TGnvQ9O3Py+8evVq7wGvVq+du4qb76rvPl1fZUrXFa7/3Rqz89O3Phw4/hPj10nVrZkh/aUN3eS8KMvfe079SMdE014hZx2Y5vMh+1E7JiXq3jZ0Jj5sG2sNcoqa7XSViQwsRVRSpWczBsK4+NewVi7GHcebh1vHevH1pbczCC9G2t7Jkqs9bWT1e4Gv7i3ObM7N7paAR4ALhIB/gqiBuuanmt61VMGo3zPG8KPHvvzI0f/orr8WD6/1feHtXaMifr96uLiD5KkF4Z1a897P6o1oYh4Xvnsh7rdmfn5b9Zq+4eGbhq8uusUA7ugxLheMYyag+XostkJEbE2qdWeyOe3VCo3XuyRv0pJ0nvhhf/3xOIDp8+lPzq6p1S69sY3/Go2+0pr9pyu0zn2/PP/sdU+tLKf0dE9nle6ducvTk6+c/XrBgBcnOWol1gzWJHb1zqjHRMbrbSyyTnGz6uTU9lp0cYaK/KWoa1Fx//k9IN/1aq6TmWHaWe0a0WOSdYT21NSs25JzLgNO8rrGjOUyRSdzGLU1UoZsUNOdkOmsDkzdGppNzsdNEJr3ljc+NvHHviLE0/72hn3ctfmRqzYw71aNe71TLQc9z608U2X9zxdjV7sVe9ffulAt9oz0ZCbvTE/8cbixhE3N+Lm/q9rfuJ3jj0wF7YG360Ysb0kyijtiG7GYTcJjTVKxBOttBpMeicijiix4io9mBhPKzXpFT3l7G/PV9xsyfEja6b7jeWoa041Pl/rjZmSUnIi6qzdmQBwlSLAX0F8f9hx8nHctTY5e5C8MXESdz1vaLBm29mC4MTRo5+vLj9WGXrDSi+647j5/GbXK1WX9/l+OY57SdI7u489jjtJ0i8Wd5yz83mp+rCIzWQnVr47yGbHw7AaRg1PuY6TCcNaGNZyuZyI7bSPWBtPTNwzWEnudWCffubf1GpP1OpPFArbPa8kouK4W288W63ujcLGm970H3z/wkMKu93p/Y//y4WFbzlusVDY7jhZY+J2+1C/X42iVpwEU5ve+/rUDwC4gMFa36fuClbjXqFvkmYSxEZZ9aMIb0/9oQbLySnriH5zecuHNr5pKep+u37I03qbq2wci7hV8bqiu6JLNglEabGuMhvjxsbcyGETViN9U2liod8OkriTRJ5y+kmslOqZeCFsN+P+u0d2DnnZx9qzZdfflRtbWfJt1MtPJoV97Tkl6q7y5hsL57gJDqvCiP3D2cf+pnrg4ebx07f/dfWFX9z4pveO7r42N/Lp3ff9sHHs8fb8YtQxIl9YfGY6aFTjrlIqNkkiVolKxLqi8o7bSxIrpuj6WlQnCRfCdjF3clK6ETeX0U4niRyln+7ML4ZdpZQrWillrI3jJDSmY0LuSwdw+RHgryBKOePjd5848Z1Od6ZY2HrGo93ucRE7MfHW810tTpz4nrVxLjd5dj73vaGsP+x4pWxmvNU+WC5dd3o3vjFRu3NodHTPpo3njqxBMF+t7i2Xd69s8bzyoL89ihpKXCs2ippiVTeYNUkwMXHP1q0/+xrOwMWYn/9WrfZEvf50ZejGk2MWRBwnm/GH253DM7N/MzLypt27P3LB/bxw4NMLC9/K5TbkcltXzmgmM+JnRqvVR7X+o9HRO7KZ8dfpKAAAr2DYyxUcv5tEiRhH9IZMsR736nHPVSoSsWLFrkxAP1hKTouIo9Q1meHf23XfmJf/Ru2gFRn3SjpeikzouNma9drWyUqcWKuValo3a4znVarGM9Yei+rVuJvXbtdEBe0/21kqaE8rJSJ7ylObM+X/fcvdv3b4m4+2Zm8tbnBefiHOO/7WzNDDzeNfrR4gwL9+/nh+/1eqL+xvz23PDlXcnK+dwMTVqPNgczq2Ju/4b69sd5V+W2X72yrbRWQmbP63uf2BiUpO1lWqba0V64oyYmNrlBErVonOKk/EdiVqJv1OEkbWaFEFxys7mXoczPZbsU187ea0u3KLRGJNIw6s2OWQhUsAXG4E+CvLju0/t7T00MLCt5RNcvlNWmdEJEmCXm+231/auPHd27b+vfM9t905Uq3uHRq64ZyPev5Qu314bOwtvj+yvLzPcfNKtChrTJLE3dHRO0ZGbt+48T3nfO6gD8S+fNhiIb9NlCuijInisNvpHBMR36/4mZEk7j366D+fGH/rzp3/6GI6w1+VuflvVKt7y0M3rKT3k5QqFLb1w9rCie9ee+2HtX6l+YQ6naONxrOOm8vntpxxx6LvDeVyG4wJF+a/tW3bB1a3eADAxdCi7i5v+Xbt8Ey/uTVT0aKuy4/52l2OestRL7bxYPV3LUqJ8rRylVLKvb248Xd3vffa/KiIVKPe3ubMjlzFi4fCsN6J+5HOKTHWmpOXNGVDUUdsphOHGe26ooYc/5bihnYSHg3qrlHbckPvqOyYypRvL226e2jrod5yN4nKjj8YHXCGETd7WMmz3cXLfKKuHtNB48uLz+9rz92Yn8jok6MUs9qdygwV3cze5vQfzj36lqEt/mkDGP/yxDP1JHCUtlYSO2QST8Ra1dS6I0pCm4gVrU9+CDBil6JudGoVzMG3Q0YkMrGjnbx2T59kx1FaK2WsLMe9ThJe+hSGAHDxCPBXlkxm7OabP6G1F4a1anWv0q5YsTYeHd0zOrrnphs/5p+2vNwZTDJYIvjcE9QPxuRvmHx3rfG4FRtHzSBYFJFsdlxEaSdzw/W/os71oUREctlJEUmSrkjl9D0W8puz2YlW80AUN0UpR+dcr+g5xW5vJozqS0sP1upPvemNv53NTr7W83EO7fZBUY7rnOM+AqUczy0lSdDpHi8Vr3mFnTSbz4uI742cPQ2SiPiZ4Wp178gItzICwJr54OQtDzanv1U7HFs75Zcz2rk2N1LzekeCej0Kiq5fcTMVN/dSt+Yotac8tS1b+Web37w7d3KS10HMNtYWizuSpNfp14yKlXgiVp8ae99T2Z72B93sjtKxtY5SQ2725uLki93qRr/0ptKmD56aoqwRByLi63NfZLXSrtKDf4PXw/cbRx9qHt+SLWfO+hEMOdlhL9+I+/tbc6fP8Le3NZN3PC/Z3ejuUDZvxFqxVpTSNfGfEj2vldaijDVdEyXWGpu0VeiIWJHImsgkWe1aJcYmfZtklDPI8EZML4kTawqOP+xln2jP3z105qhJAHj9EOCvOEPl6++88z/NHP/rQmFbrzcnIvn81PjY3VNT97nuKy3INMj2SdK3JupHDWP6WrTj5jOZEa0zJumLSKP5dNCbtzZ2dbZY3CZKiZUk6Zmk/+RT/+dtt/7WOe+BHxu7a2zsrury/kxm4sw15MXph1UlOp/bXC5ft/IVgLWm0zkyN/c/n82Ov/G2/3tVbhILgoVOZzoIFtT5F0MdlJfEF5hUJopa1ereQmH7uXeifBGJoualVAsAuBRjXv5fb3+np5xa3NvbnHG1FiuxNXvKU6Ne/uPb3u4p/XTnRD0OCtq7vjB+XX709Engt2Yre8pTL3ark35xaOjGufpzSWKtiBZjxEnEsaIiJytWrLWxGCviKDVIaErUttzwI82ZDX5xJcAXHV9EVnpoz2CVJNYWL9QTa0WeaM8/111cjrolJ3N9Yfz20ibndZ67fn042q+LSNk590qfZcff25w5EtRWAnzXRK2oH/ffpOIdNhk2EooNrSgrviQbVFLR2X05/1hoTMuEibVWbE57xVPD92KbNKzp20SLGnJzjbgXSKSVtmKNtRU3l3XcESf7aHP2RMg8dgAuKwL8lchzS9u3/9z27T93zkfDcDmO+0F4otM6nCRdzxuqVG4uFLZWhm+pVG5ZXn5Ua//kkuwivl/pdo/ncpNh1CiXr282X2i1DlSGbnbdH80wZ23cbDwnIkePfu6aa37h7FfM57dMTLzdWltvPFMq7liZnS5Jes3m866TM8odGrr+9NFlSuliYUeS9JrNFxqNpyqVWy7lhCzX9h869Cft9iERabUP9vtL9fpT+fzms8cjJElfRDzvAuP2Xbc4Orqn150556PGRHKeCfkBAJfNdfmx/7T7p/566YVt2cpc2BKRKb9899DWnxrdPYjKr7AK+i2FySE3W497zaTvK6fljoS2a6yNlGNFRaIc5YiIEqOViozRWuWdH80Ok1FOxnHnw3Zg4sFk+Nuzw752WkmYWOuc9S1yIw6Mtbvzr7SQ+0u96iePP3gsaAzmSBeRPeWpca/wy5vvemNx42s8R1eN4P9n77zjrKjO//+cM+X2tvdu77Cwu/S6iEpCiygBRbFEY+9YvvYajYkxSmL5hWAJ9paoiSWgEjGgoAi4i/SFpSzssn339j4zZ875/TFwXbbRFeK8/+C198zMmXPmDnfmOc/zfB6VAADuZf2eAwwASUq+b2LQkUxPSPlMdbvEiMKSCaoQRgEAMTOj2SCPMghRixDrkGOMURHzhn0uCqYwGlcVN29OUiVJSaZo8QimEEkSxgDAxPEewZwpWNuUaIU9l9fLs+vo6Pyw6Ab8yUEksqulZUlT0+JovE5VE0SJIYQUEuWwIT39NABwOYcXFl4YjdXLcghhQeDNCHEAjKpJQiVCYgBgsfQLhaqttv6drXcAQIi32vr7fGsFwVZc/OvuAvgAMHDATZLkBQCfv4rjjBgEyohKEyZjTjiy3WEf1EMBdoQMhnSfr9If2HA0BnxT08e7al/2er/FnEngrYwSykg80aSqCbM5z2TKSe1JqURIVBRdFstBauQ6HGUAIMkBkzm3+1ZFDgCA3VZ6xGPW0dHR0Tkm2DjDJZnDLsk87IeIiLmrskaGSHJtpNnBG4EBh7AKVEY8Y0xAmEccYSoghAERRAXEu3hTnCoIwIB4jFDKJtQMeCPmJzgKVwb31iUD/Uyuzt5+mar1iWCFPfeMtJLexrMj7n1oz7KvgvU2TiwyOUXEKYzuiPsqSZNPiT9Y9PMKWw/Po58gdcngN6H6vckQBZYlWitseUOtmQCQJpgAQKLE1FMx3SSoWmiG9pECU5jqjecmSbpLCPOI8kgwYj6sSjJVEUogzFGSIyn97cJWBMAQUoFJjMhUVRmjQF28KcdgCxNpdzIQJtIwayYAqIxihFJffVSVASDXoC/36+jo/KDoBvyJDmPqzl0LGhsXtrd/zRilVEnVzUHAcaIYCG4CAJ+vsql5sSR5BcGmqklVTSIsIMAMGGOM0LjZlIMxBwgbhB6y6DEWBcGmKJFYrN7aU/Y4xxmHD/tDU/Nic3NufL/j2mTKAaCJRBPHd9W9Tx0FAJrlf2SEw9t31b7s81bZbCWimAYABoMbwjWyFNCiDHjeqrnKKVUikV1u99i83Bk9rCYciMVSZLeX+nyV8VijyZzXeUGfkEg80ZKefnpW1pQjHraOjo6Ozo/OZFe/MJE4hFcE6+KqTIEhYJQxDIgDZOaEEFEZYwQYAFBG9yZD2vMVI3Dxprgq8wjb+e9jti/PGrEp2vapb0eSqpkGixnxFCBMpFYlOsqaPcFR2JsRToH9tWnNV8H6PIM9x2BNPaTSBbOXxL8NN8xvXL1g4DmdQwB+giQp+VtT1ZfBPZ2rxFXYc4daMu8qOG24NavCnrsj7nN2e+WgjHnlWK5oG27J2pXwv99RvS7SHCKkHSRmMMXBZYP+CHgEyMaJMVBURhWIMrAmFU9ATXKIs3OCEXNamXcEzMoZcow2B2c04FiDFAqSBGUMI8R1kgqKqFJQSThsxqGWYyn0o6Ojo3NQdAP+RGf7judaWj5vb/9KpTICDBiAAgACBAhhVY1jLFosBYTEQqFqhEWPZ0wkXKuQEFAgakwQHLxoxpxBJYlErBkhHnpRqtNk22Ul1NtIEOLycmfm5c5UlJAsh0XRLgiOnTsXNDQslJIdUrKdMRUhXhBsBoNnvxufAoCmpX9k7N37L6/3W6u1WLPeAUAQ7CZjFgBIUiAp+SCy02opJCQmSb60tFFO59C8vFmH0nPpwFtisYb29uUKiRgN6Zg3MqYoUigpdbjdY/v3u1Krk6ejo6Ojc/IyK718lC1nQXPV39s3BZSEhRPiRMEIxakSJkmVUQYMAwbGCNCQmuQAM2AqY14lzgHOECy404qwizf9sd9UF2/ckfClwuABYJw9d7p74DXZo3sbRnWsfW8yZOPFHENXBVYPbw4LyRCRVoX3TnX1P+ZX4GSBAczd+/W6SPOGSEu+0W7jDAhQnEqbY22V4aYASfyxeGqWaK0MNzVIoTyDvVNFN7Y76ZeoWmHL3RRre7nlu9WhBg4hDJyCGPBtEg0RaLPTUTxYMWAbJ8aoolLGIZZvyJyZMWpLvCVEpCyDNakShkBEHL//TcnGGXmECaPb4t5Co8PKCQBI06tvkEJj7XlXZo3ke3mt0tHR0TlO6Ab8CU04XNPc/Flb+3JgFBhjiAJl+zzwFCgimDPIchAh3mbrH43VAVNDoe3AVJUkGDBesABQnrdabcXB4GaVJoESTYG1+7koIwAg8NaDjkoQHILg0P5OJNsR5hLxJpVKWosoOuPxJqu1SBTTFDnsdldYLYVHNn3GqD+wASHeYDggq9BkLsCcARCvyH5Z8kUY8bjHWa39crLP7Nf/StxTcF13LJbCkSMe37rt6Xi8weer1Brd7gqHc1D/flf3VlFPR0dHR+fkosDoeKR40s6Eb2Vo71BLBhAaIIkIUxSgSaYGlUScKoCYEQtWTtR844SpYVViwOqkYIAkXfz38q5ZovXJkmnro61V4cZ2OcYjXGR0/sxZ1Hcc9dZYR2W4qbeM/TTBUhlu2hrr+Ckb8F8Gd6+LNG+OtQ2xZKayyi2c4BYsu+L+Rin8oXfrvQUTQkRaEazzKwknbxQwJ6kkoCYJped4yk53Fv2/hlVVkaYio8MjWhIqqg5TYETBAQL+IGMGMhYBp+nVpQtmAuYRVscV2cIjdb4mOYIAmbpFQESoZOHEEdZsA+Y0JUUOkMxUxmCcPffXmcOnuPoqeaOjo6NzFkNp7wAAIABJREFUPNAN+BOaltZl7R1fMVVmQBHiARgDFQADACAGjDFKMBYYI4oSQYCJGmOSgrHI82YAxBglNEHiDZTKjAHmjIREFSUsiI6uZ2IqIWEOG8yWwyiF0tS82OtdJUsBxlSONwNjjKmyEmJMpVS2WIqSyXarrcTjGX9k01eUMKUyxxm6hMQjBEZjpsHgCQY2G0zp/ftdabeXu9NGpbz0h4jV2q9i7LM+39pAcJMs+3nObLWVZKSf3rfav46Ojo7OyYWIuJnu0iQlW6JtRYI9jTd5sIXneQC6PFgPAIhhQChJVQBGGCWMpfFmA+Y2RFo/8m69OuuAqqII0Chr9qhOsnMRIq0JN/iUhAFzxUZXlwx5AAjvK0HXs6tWRAj2l6n7yfK5v7Yy3FRu8XTRhMOAik2utZEmG2+4MnvUMyVnLmiu2hBtTe1QAmiiq/jqrFG/2bP023BjiSlNy5Y3Yq3SDu/i3GHqR5iIfIeBFXIIuQSji7PtJFy+EQ21Zjh5Y1BJhAWpc7oEABBGm5Lhcfa8PxRPblfiS/21uxJ+hal23jDcmnWOu6xvzUIdHR2d44RuwJ/QdHhXMUoAIWAIIaw5yfeDGGIAKgIRACiVVSoDMIRFvpMXneMMhCSSyTaMBbungln7BYKbHHz5gW5qFonWMapmZP6cO+Rwd1kO7t79eiC40WorjscaCIkA3efbR5hLyl5ZCWVlTSksuNBgcB/Z9LVBMsZ63IoQh3mD2ZRbWHDRUYS7I7d7rNs99kgP19HR0dE5CfhV5tAdCR9jrCrcZMeiiROQivxKUqZERJxDMHY2uUWM8wwOB2/cEGmuDDd2MeA7I1HyZtuGJf5dMlVTjYVG5/U5YzqnRu8rQcd6LkGnAAUAG3/k6WYnOwzYzriPR9jWUx0+AWErFiNEak6G842OR4untMnRHXFfnCpO3lhm9jh4Y6scrUsGzZygWe8AwCFw8hCQQabYhpwR3O4Us8v4LB5hYGhHnFW40M88HI/w1dmjgiT5XaQ512BPF8wcwgxYmEh7k6Hh1qzxjvzh1mwA+IWrPwCowPSyfz8KqqryPA8Azz777M033/xjD6cHTvwRHhnPPffcLbfcAgCEEI7rQeha54dHN+BPaOKxekoVhEQAGQAQoM62LAIABgxU0Mq/MwUAdanTDoB43iTLMmNKmqsCYQQA/sB6szGL5+0IY6LEklIbIbHc3Bn9ii879LF1eL9R1aRB9KhqjKhJYPtefhgAUBUBwxipJJmff/4RT5/nLaLoUtUEpUr3wHjGqKrEeN58xAsEOjo6Ojo/EQTEPVI06Z2WjbzKEpRgjHmed/GSiDiEoNTkiVI5SQliYMS8VTBoj1sece1yjKWecAeSpOSh3Ut3JHzfRZpdvMnE8ZSxIElWhpv2JoN3F5w+wbEvg2yg2VNhz92e8GUIPUR4BUiywp470PTTfZbJVFWYymPcmwYtjzkAiFFF+5gpWjPFAzL+tCqDlgNfFfJNOEyoTwaKeUBIgRgPXJSwpiQLKyzfg2dkYgCY6CwOkiSH8OpQQ0MyxGOsUkoBKuy5o205d+Sd2rlP3XrX0dH50dEN+BMalRIAwBxWCTBgmiu+yz6MMgDQrHcAUKmCsbHzTpRRBlQU3FZrQWHhRTt3vYgQ8nq/Te3gdlfY7aWDyu9OZbYfCpHILp+vUhCdhMQ4bOB5o0plSlXEKGDMKCNUVpSg1/dNRvqEI74C6emnt7QsScQbLdbiLpvi8UYG1OMZ32PdOx0dHR0dnc7wCF+cMXSKkLNLCkY44jTbFKo+07iqNuHHCNk5g53b7wNPLZajXguPA8DbbRt3JHxbYx3DrFnCfiWzXIPdq8QrI01/bVxTbk73CGYAGG7N0gTY2vlYFxs+SJIdcmyQKf10xxHqxRwNEiUtclRlNEOw/IghAAbMGzCvUJX1YsErVAWA77+gblDGAAAd+GUZORhgRTjGFAoxgvwSXRujjEGFCxeb8UMDeXF/tP4sT/kIa/Yib83GaKtfiVt4scSY9ou0klMd+T2u3ejo6PTBww8//Nhjj3k8no6Ojh97LP+b6Ab8CY1BS+pmgLFAGcGIYwiAMe0hpb1gMEQR4imVgQHPmylViBLGWNTMWkoVSmWBt6hqguetGIulA2/Jy53Z0bEyGq1joBqNme60MS7XKNT7O0qPqCQOALIcUuSgINgRwjzHw35TmlKFKWokWtvc/NnRGPBFhRd2dHzd0vI5Y6rJnMtxJgCgajKeaJYkb1bWlKKiS464cx0dHR2dnxoi4gYZ3Uaj0Wq1BkgSAYqpWn3Wrg9BiaoKpdmirTf3+2f+nd9Fmjtb7xoewZyk5Otg/WLfjsuzRgAAj/Atuad4lfiqUENISXoEs4g5hdGAkvAq8Qp73g25Y+0/rP3cKIXfbttYFW5SmAoACFCp2fOrzKGdc/t/SAZbMr4O1odIQqsS51cS7UospsoqYwihmCqVQ3p2Nw3/FJpDPr7fRZ/CzqOhdtSYJJEELeCtFSauwIxOT8NT0jF/4LdaZHT+X94px35iOjo6Osca3YA/oUlLG9Xe/iVjBAABYwwoAsyAIkT3J4YzAEyUkMoUjHm7rZSoMVneVyMdAETRiZCN40wOx6CUNpvFUmg5UmX4FILoYIwypmLEo241VBhQhBDGfDhcwxg73NWB788iOIYO/R1GQlLq8PkqAXEIEGPE7a5ISxs9ZPCDRkP6UU5ER0dHR+eniYs3lprd34YbO5R4erfg9kYpVGHPHW/P7/HYbfEOmapO3ij0VEXMI5ibpcimWFuqZZg187dFk/7SsMpPEqkSdBX23CHWzBuyx0x0do0yO66si7bMrf/qq2A9j7EVCwjhuCp/G27cHvdenDn0VxlDf8jBaExPG7Au0rwh2jrQxDfJ4YCSDJIEAoQQUyjlEG6Wwi83r702Z3SP6yl5BnuOwVYZbgqTrlp0PAIGkSlpeb/KKLgk85Dq1Ojo6OicyOgG/AlNRvrp7e3LA4GNlMoYYQaIMQIMKADS/AUMGBCFxBDCgCCebElzjaBUluUgpTIgxHNmQXBFwjUAYLWVHPWIWDzeKMtBQbDZ7eVO5xCfr6p7UToGQFVZEBwIC5QqlCY1z/mRYbP2Gzt2flPzYputJB5vBMZM5hyP+5Tc3BmC0OtivI6Ojo6OzkG5Imvkjrjv20ijyliGYMYIA4BM1UY57FMSY22mWenlPR4YUBIAYOiqO7MPI+YRML8S79w4wpr1Yuk5q8J7q2MdYTVpxkKZOX2Co9DcrXrZoSBTdUWobl2kuU2O8ggXGV0THIVDrZkHPdCrxOfWf/V1sD7XaMsWbPtzBJhfSa6NNDFgRUbnKb0sW/RGY4I1JhkDyBSh2IKPYM2+wp6nVdFbEawDQBJVjJgHAIkRt2DmEdcqRz/2bXcKpgvSB/fYw68zhjdLkXWR5mKTy8Ub9+UVMtYkhzuU+Ahb9kx36eGPS0fnR2bFihU1NTWTJ08eMGDAjz0WnROFniua6JwgZGVNttvLOWzgBZsgurCmzorg+0g/hPaJ2THKqJpMtvp8azBnMJmyLZZCi7nAYPBIUjtRYzZrf5v1yKuVUqrU1b2zavXllVU3b9j4m6q1/7dz5wuExFRVYfR7bXzGKFHjsuRX1SQhUUUOxOMNshw+imsAAMBx5oL880ePembC6f+cMOFfY0bPKyq6WLfedXR0dHSOksGWjFvyxo235+9NhtZFWrbE2jbF2jZGW/oZXWemlTxSPMncTUJVQzMvKfQsLK8yxnqqKy5ibqKz+ObcigcKfnZb3vhpaSVHZr3XJvy37PxkfuOa/9ew+h9tm99s3fho3fLf7Fn6xN6vEt3CyLvwUcfWr4L1WQZrrmjvlOGP0gRTf1NaZbjpH22bDn0km2Lcndvgpk3K4zvIEzvI7VvIdRuUpR3qwY/sxi1546am9bdgUWEEAJKUGLHg5EzpgmW4LbPcnLE20vTP9i0RVerx8AnOwosyhoy25e6M+zdG23bEvTXxjg3RllYpOtlV/FDhz3/KOv/HlvT0dITQp59+yhh76aWXTjnlFKfTabPZxo4d+/rrr2v7hMPhBx54oLS01Gw2Z2dnT548ecmSJT321tDQcPPNN5eVlVmtVpvNVl5efsstt2zfvv2whhSNRufOnXvKKae43W6bzTZ8+PA5c+bs2LGjt/03bNhw3XXX9evXz2QyFRYW/uIXv3j++ecJ6VzsCdra2hBCCKEPPvigew8LFy7UttbX1x/KCFeuXHnRRRcNGzbM5XLZbLZBgwbNnDlz4cKFlHb9DbHZbAihJUuWhMPhKVOmTJw48cYbb/ziiy8OeopwOPyHP/xh4sSJeXl5FotlyJAh559//qpVq7rsdjTzam9vv/POOwcMGGAymdxu94QJExYsWNC5XNScOXMQQo899hgAeL1erat58+Z98cUX2t/vvfdej4MfM2YMQmjQoEHax1deeQUhNHToUK2fhx56qLy83Gw2p6enT5o06dVXX+1+3TQO9044SdE98Cc0GItDhzxEabKl5b8ADIAhhBnCiKlaBjxCHEKYMcYYQQgxRiUp0Nq6zG4baDJlqkRKSO2KHMhInzBw4E1HPAxC4ps2/zYc3uHzVQmCDWGBUaIoEbt9IMcJhMRBiWAsMlApSVJGGABCGJiqUiUc2fndutsGDbovzTXymF0XHR0dHR2dY8RUV/8BJvf7HdVrI80xVQaADNEywVF4XvogW++qaUVGFwCEFAkMPeTPa0XdiwzO4zHgVjn627ovlvl3O3lDmdlj4ngKECbJjdFWAIiryqPFU/rwgVdFmhCwLLGHRXAnbzRzfF0y2KHEuucUdOfTNvpsg7AuAhae2niEEIupqCpI2yVWG2M3FB3eSyYG5OKMKqMFRocRC8CYAfNO3qiFOZg47BEsEiVV4abJrp4dEr/OHF5uyXivbXNNvEMzKYyYP91ReEnmME1NUOcYoijKueeeu3DhwoEDB5aXl2/cuHHt2rVXXXXVzp07r7vuukmTJtXX1w8ePHjIkCEbN2788ssvv/zyy5dffvmaa67p3Mn7779//fXXBwKBVEtNTU1NTc2CBQv+9Kc/3XnnnYcykrVr155zzjnNzc2plk2bNm3atOnFF1984okn7r333i77//GPf3zkkUdUdd8y0969e/fu3bt06dL58+cvXbo0Nzf3CK9I71x11VWppQ2Nbdu2bdu27ZNPPpk+ffqiRYu6l2dTVXXWrFlffvnlIZ5i9erVM2bM8Pv9qZbq6urq6uoPPvjg7rvvfvLJJ49uBgAAGzdunD59elvbvsygZDK5cuXKlStXfvLJJ2+88UZaWlofx/785z/3eDxer/fDDz+86KKLumzdtWvXd999BwCXXnppl02bNm365S9/2djYiBBKS0vzer3Lly9fvnz5a6+99sknnzgcB8hvH+6dcPKiG/AnOhZL4ZjR83bveaup6dNgcJMCCBgQGgcAhPh9xeEZAwDKGALEgKlqMhyuiURred7qcVcYDJ7ysjtttiMPvNmx8/k9e97meavLNQzvLxTPmBKN1gEgQbBRSlQ1ro0EIZ7DIscZVTVuNHp4wdHWvoIxOnbMfEHwHItLoqOjo6OjcywpNDrvyj8NACKqJCDO2EtgfGdyDLZSs6cy3NQqxbIMB5Q0I4w2SuEKe+6kXuzMo+S1lnXL/LuzDNYCw/cvr+mCJY03bYm1AcBXwbqfO4t6PJYB65BjPMI9pu4DgJkTAaBNjh7UgK+NsRfryPoI7m8Gj1HrDQFAVEXrQxQABtnoBPfhRXo2yxGEUK7BYekp8MHKiZXhpiapr7C+UdbsUdbsqCp7lTiPcLbBphd+O0785je/CQaDq1atGj9+PAA0NjaeeeaZ1dXVTzzxxGuvvWaz2TZt2jRkyBAA2LZt29SpU5ubm++5557LL79cEPZ9uR999NEFF1wAAAaD4aqrrjrllFMQQmvWrHn11VclSbrrrruKi4vPPffcvofR2to6derUUCgEABdccMGUKVOcTueaNWteeumlWCx23333YYzvvvvu1P6vvvrqQw89BADZ2dlXXHHFmDFjAoHA+++/v2TJkpqamksvvXTZsmUYH8sI5eeff16z3ktKSq6//vqSkhIA2L59+yuvvLJr167FixfPnz//9ttv73LUvHnzvvzyy6ysrMsvv7ysrOyMM87o4xTt7e3nnXee3+83mUxXX331aaedZjabt27dOn/+/JaWlqeeemry5MlnnXXWUU5k1qxZbW1tWldZWVlVVVXvvfdeW1vbJ598MmPGDM3V/8ILL7zwwgs9qtCfc845r7zyyuLFi5PJpNFo7Nyz5pZHCF1yyQHS1KFQ6Oyzz25ra3vhhRcuuugil8tVV1f39NNPP/vssytXrrzssssWLVqU2vlw74STGt2APwkQxbSy0tvs9tKt255MxFqSUruqJgAhjDBjKjCmpcMjAEAYMc1Rz5tMOQ57eWnpLZkZP8dYPOKzx+NNHR1fYyw67KXQqWAbQoLNVkJViSGQJD+jDJjKcQaMDQCUqDFRcIhims1WEos3trd/VV//XknJzcfgcujo6Ojo6Bwf+nC5d+f6nDF7koFvgnsTVMkQLSbMqwAhNdmUDA+3Zo135I+x5RzzEUZVuTLcKGCcZ7B32cQhXGBwVoabvgjs7s2ABwCMcB8mLQOmdXXQkXzYon4boHkG5hIO6M7KQX8LrgzQfzWrh2vAa+XioFNEbme0cRPWc+jsgWMQrdyRv/noHApbt2796quvNOsdAPLy8h5//PFzzjmHMebz+ZYvXz5w4EBtU3l5+QMPPHDrrbcGAoHdu3eXlpYCACHk/vvvB4D09PSPP/543Lhx2s6XX375FVdcMWPGDK/X++CDD5599tndvdOdefTRR0OhEMdx//znP8877zyt8aKLLpozZ8706dNra2t/97vfXXzxxZpfPZFI/Pa3vwWAwYMHf/bZZ3l5edr+11577d133/30008vX778k08+Ofvss4/hhXr77bcBYMCAAWvXrrXbv/9vO2fOnGHDhu3du3f58uXdDfjPP//8jDPO+Mc//uF2uw96iv/85z+tra0A8P7770+fPl1rPOecc84///zBgwcrivLhhx8evQHf0NBw7733zp07V5OmvvTSS++9996zzz573bp1q1evXrRoUd/Xbfbs2a+88ko0Gl26dOmMGTM6b3r33XcB4NRTTy0qKupyRgBYtGjRzJkztZaioqL58+e73e7f//73H3/8cWVlZUVFhbbpsO6Ekx09B/6kAQHmOQvmDAxUQAgBBmCM0S7FbxBCAMhg9KhqAiGw28qOxnoHgEBgHWPMYEyHbuXWFSWiMjkRb+Y5EzCVMUqpoqpxjjOJgtNoyrLZ+gOA2ZQNgDu8a1gvj+Se0Kamo6Ojo6NzgjLA5P5N4c+npvUvNrmqYx1rIy3rIy2744Hh1qzTHYV35p16PE5anwyqwOy8oUcr3MYbMILdyX0Byc1S5I3W9Q/uXnrnrs9+u2fZe+2bgySZY7AplEmUdD8cgEWJjACyewqw78L6EMMI0vgenux2HkwcqouzwEHy8buSLloAINnz2CBBlQp7boZo7XGrzg/MqaeeOmHCAXWCR48erf0xe/bslPWuMXbsWO2PVGb1m2++qWUmP/LIIynrXWPcuHGak7ympubvf/97H2Oora19+eWXAeDWW29N2WwaAwcOfOmllwAgFou9+OKLWuNzzz3X1NQEAPPnz09Z7xqPP/64Zl2vWLHioHM/dBRF2b17t9PpvP766ztb7wDgcDgmT56szaL7gRzHvfDCC4divQPAunXrAEAUxS5W+oABA+bMmTNr1qxD7KdvysrKUta7Rm5u7rvvvqutsPz+97/v+/CpU6c6nU4A+Oijjzq3V1dXb9myBQB+/etfdz9qwoQJKes9xX333Zeent75pId7J5zs6B74kwajKRMAVCohAKCUYZzyvaf2QfvE6QEYMhkyGWM+f6XFcnhasl1IJNt9vkpbNwX7RKIlHm+UZT9lKlVlhDjtvzTHmQwGj9mcmwq2R4jjeRMhUUIifZ9LlkONjQu93tWJZDNjzGTK9njG5efNEsW+8mp0Do0esjRPRry+b1ta/huJ7FTVpCg6nM5hebkzLJaiH3tcOjo6P0VGWrNfGDjzc/+u4dYsrxI3YL6f0TXJWXwoavBHhqZR11tYOALgEI6rCgC8177lnbZNa8KNqa0V9tz3O7YONLkr7Lm1CX9/U9dna4cSl6g6yJLh5I3QJ0mVRQkTMepNcd7IAQB45a7++b4ZY8utsOdWx9rTBFOXcnEqo+1yNM/gGH0c4hp0joARI0Z0adHMs743pXw5a9as0dq7ZMVrXHfddQ8//HAkElm9evXll1/e2xg+++wzRVEA4K677uq+ddKkSUOGDNmyZUtKyE2TghsyZMikSZO67CyK4p///Oddu3b179+/t9MdAYIgaL7xHtHivXtkypQp/fodag6OZp/LsvzBBx+cf/75nTfNmzfvEDs5KHfccUf3stADBgy48MIL33nnnU2bNhFCeL5X01IQhJkzZ7711lsLFy588cUXU4EVmvtdEIQLL7yw+1HXXXdd90aTyXTFFVc89dRTy5cv11oO90442dEN+JMGh30Qz1sUOcBhAyCEoMuaNwNAgBClFCPE8SZesPh8lTnZ0w6x/0hkZyC4mSgRjjPabANcruEIcQCg/csOPJ0sB+PxRlkJcpwJ1KTB6FaUMBCEECYkFo3ukeQARjzPmw2GdFF0wvdV63slHN6+pfqPshz0+SoxFgGQz1/V2LiwtXXZoPJ7Xa7hh3qljg+yHGhtWxYMblVJlBdsDnt5VtZUUTwuAkXHCkLiTU2ftHd8HY83MEaNxgx32pj8/HONxuP1Znmw8cTa2leEQltDwS0JyYsRZzLlWq2F6Z7x6emnoW4hHhqS5JPlAM+bDQb3tm3PdHhX+3yVAAghjjK1sXFRa+uyfsWX5eef1+PhOjo6OscVKyeelz7ovPRBP8zpXLwJACTas8y7CoxQ6uKN/2zf8ve2jd9FmvOMdhdvFBAnUbJXCrXJ0YSqUKA+JYFQIM9gExEPACrQNjnWlAyNdxRckdXV+uqOgBHq86FOGQNA4mGuG4+yZQ80uSvDTbvi/mKTi98fyS9RUpsIjLTlTHQWZeke+BODPkTLDsXfq7mdy8rKuqRDa5jN5gEDBqxbt65H73SKXbt2AUBubm4Xd3qKYcOGbdmyZePGjdrHnTt3Qk/rCxo33HDDQYd99EiStGfPnu3bty9evPjf//53b7t1CSbvm1mzZj322GOKolxwwQXTp08/99xzJ02adGxXIgBg1KhRPbaPHz/+nXfeIYTU19f3fdLZs2e/9dZbPp/v66+/njhxotaoGfBnnnlmj7eNlnDRHS3EIx6Pt7W1ZWZmHu6dcLKjG/AnDRgLhQUXEhLzdqxCmGdU6WTwMABgCCFKMcI8bxEF+/cbDkYi0VxTMy8U3ub1fssYYcCcjsFWa3F52Z0u1wizOdftrohF6w2iu9MhTbIc4HmLFujO8xZJCqhqEoABo6pK1EQSIYwQJ8sBUXQSmuB5syDYAYI9jkGW/Zu3PNrausxgSHe6RnBYBABKlUSiubXtC0qVMaPnmUzZR375jo7mliW7dr1EqezzVWotbndFff17JSXXZWf3JSvyIxKLNWze8mgy2ebzVSIsIMCUyk1Nn7S2fVFedofHM/4HHk97+1fbdzyvKIH2jpWMqpQqGAuAEM+Z09NPszV8NHjwA0ZjRqcjWFPT4samRYlEi/Y5Hm8EYEnJb7MPEHgHQphSIsten6+SMZUX7NlZU3/gSeno6Oj8wBQZnTbOEFFliZLuVei9cowyFlHlB3cvbZLDdk70KwnGWKZotXCihRPtnPG7SNN4R8G0tP4BkqwKN4mYw4CSjDAGpzsLb809pcycftBhcAhyTagySCUK5m6rr5RBjICIIct4eBY8AnR/4c+CJPmJb0co2mrjRBFxEiMRIo2155WaPTfmjj2sDnVOWDSLqw8ztbCw8BAN+Kampu6e4c74fD4AIITU1dUBQH7+UYWmHgGtra2vvfbaihUrtm7d2tjYeCgppVlZWYfe/7Bhw15//fVbbrklEAgsXrx48eLFWg9Tp06dPXv29OnTRfEYSEL09mVpsnwAUFtb27cBP23aNKvVGo1GP/zwQ82A/+6777Qvscf4eQAoKCjosb24uFj7Y8+ePSkD/hDvhP8BdAP+ZCI/f1YsvpcxaG1dwgAYdEoSQ4AY04Kked5qNHgSiTa3u8J8MKM3Hm9cv+H+1tb/UkoYUC213h9Y7/NV+X3fjRr9lMc9HmNRkjqM5kwOGwGAUoWQGEIcxryshEWDi6qEqHHQitvtW5RnjFGEOEUJUTWpMtWdNraPEO76+n+2ti4zGjMtlsJUI8aCxVKIMNfe/tWeur8PKv9xpCNbW5fu2PGcz1dlMmY67IMxx1OVxGJ7k8k2lUoIcVlZU36UgfUBIfFNmx9pbl4sGtKczmEcZwQARkk82dre/jWlZNTIP3dPizh+tLWvqKl5xuv9VqUypQQhTuBtFFTGFADk96/3+SqJGh8z+v9xnBkAGCObtzzu96/1+as4bOI4g0LiUrINISyKHp6zIIQBAGPeaMzieYvXVyXsfj0z42fdFR8i0dpQaCshMYG3OhyDrNbjIgqto6Oj88PAITzDPTCiStWx9oFmt9ApdilMpD3JgBEL2xIdjVKIMhYGOUSkuKp0KPEBJreFE5y8wSWYCKOXZ45slsPZoq1FjgCAgzeOseXMTh/cXRuvN37mxo0Jti2EBnYTjG9KMsJgnAsbDl9qySOY/zJg+lh77rLA7lQyvJ03zHCXzk4fJPQSq6Vz0tFbHe8UWjB2MpnsY59USbODnosQIkmSVundYDgMrcreSFWhOyhvv/32nDlzotGo9tHtdg93AflVAAAgAElEQVQYMKC0tHTChAn//e9/e6uLfrgm9yWXXHLGGWe88cYbCxcuXLVqlaqqra2tb7/99ttvv11WVvbmm2+mZAj6po959WYbp9YjLJaDlK4wGo2//OUv33vvvY8++mjevHkIIc39brPZehPA0wLju5NIJDrvcFh3Qh9x/icLJ/0EfmKgstLbXM7hJlN6Q+O/ZSkIsF/Ejmn/sZAouq22/pTRpNRmMue63RV997h9+/yWls+1OnAIIYQEjDACzICFwjVVVTdNmvifgoLZlMr+wHqrpVAUXZRKAAAIFBIRBQePTZLcQanEAMG+lDWkyexRqmDMKSRqMGQ4nIP7GEZ7xzcAyGTqQRnSbMxJJNp8vsp9PtsfFkKiu2pf8fmq7PZSYX9cA8YGXrCIBqfPV7Wr9hWPZxzPn1gRfU1NH0uSVxTTrJaS1O8twrzFnMdhwetdtXvPG8OH/eGHGQwhsV07X/R6KwXBAUqIYYXnLQDAaYtBapTjTQLvTCRa6uvf79fvcgCo3f2G3782GNrstA/meDMAxGJ7pWQbA5Ck9nBEcDq+v5143mYwuBQlHAhsdLu/fz7FYnu375gfDm8HAJ+vUvu/4LCXlZbeajb/0KvvOjo6OseK8zMGb4m3A8B3keY0wWzGPAUWJlKQJEXERaikSCoDsPMGHnEUaJzKQaJSYEMtmQLCDs5YGW5qy4heljXisqwRMlVVoKbDf7zOyua+6FDXqGhHDPLNzMojAEio0CIxr8QmefDl+UdobFs58Yacsddkj65PBqOq7OJNeUZ7X9L5OichJSUljY2NKU277uzZswcABgzoqwpycXFxVVXVqFGjtCrifcPzfHZ2dktLy969e49gwF3QBNIPSlVV1RVXXEEpLSgouP/++88666zOfuy1a9ce/UhSeDyeu+6666677gqFQqtWrVqxYsWiRYu2bdtWU1Mza9as6urqlBJBH/Qxrz179vQY5a55v+FgX5bG7Nmz33vvvcbGxrVr144ZM0Zbvzj33HNNJlOP+9fV1fUYMZEKzdB8/od1J/wPoKvQn3xkZk48Zdwr089cXzLgepMphxdsDBAvWEXBZbbku5yDMfDh8HaXa2RW1hSzuedUEI1odHcovI0yRVXjGAuCYOd5M+aMPG8WRRfmxHi8Zd2G+woLLszJOTPNNTIS2eX3rwuHt8tKiKqywNtFwUUZkeUARhwCtM9+ZwwYY8AYMEpVjjNTKoXDNb0Ng5CYooQ4zoR7LL2LMM+ZVTUpST9C3EuHdw0hMYPBk7LeUwi83WjwEBL1er/94QfWN+0dK32+SrM5r/tqqdGYibEYCGyS5V6lU44tXu8ahURE0U3UuCwHee7732iMBYwERhVBcPp8VW3tyxljihJqavrE5//OYSvTrHcAUNUEAAi8FSFOJTFZ1jSWmST5IpFdkhxobV22fefzPl+lljgSiexat/6ePXveCga3JOLNVmtxIt4cDG7ZvefN79bdHYn2FZKno6OjcyIjIO6Rwkmz0svHO/KLjc76ZChbtJWaPf2MrgQlhQaHUzCifbq2gAGbsWjAvFeOaRXUtRJxcbrPryVi7gisdwAwYni0XDzbrQ60wNYIqwrStUG2OUz7mdGZGfiRUj7TcFQmN49wf1PacGtWgdGhW+//e2h21/bt22VZ7r41mUxq+ep924RagvTWrVsP0R+uJU5v3bq1x61vvPHGZZddduutt3Zp7zHiXZPQPygLFiyglIqi+NVXX82ZM6dLFHow2HNi6eESCoVCoVDKKe1wOM4666y5c+dWV1drZfOam5u7q+sf7rwqKyt7bNeU4Ww2W0ZGRo87dGb69Omarf7RRx+tWrVKWy/oLX4e9gvsd2f16tUAYDKZsrOz4fDvhJMd3YA/WbFYCsaNfWHatDW5uWe73aMQ4jhORMBHortC4Wqnc0iaa+TAATf23UkwVK2SGDCGEMfzli4h7hy2MEoi4Z2BwPqBA24aNuz3JSU3OByDTKYsjjNjzmCx9jOacimVAWFNVAxhHhAGhABhjHgOiwhhg+jCWIjFel3vpJTA/leNHtE2MdZzXZnjSjS62+er7E2sThAcPl/lD2MNxhNNbW3LW1qW+HxVitKXnj9jLJFoQUjQIue7w/NWAJZIthyTgSWTbXvq3t6w8aHv1t25adMj9fXvybK/8w6RyE6frxJzBpXEEABlaudnBsaiLAcpS3KcSZK8RI36/esYU42iB33/TslUKjGgjKmYM8pyUJaDqpoMBquj0dpodLcs+VQ12djw0eYtj63f8KAkeWu2/7/29hVGU47TOcRkzjEY0k3mHKdziMmY096+Ytu2Zxj7SfzE6+jo/E8iYu7qrFGvlp57X8GEF0pnXpcz5g/9phSaXAbE5RrtPOIAgHaSwTFiHgD8JAEAWgG5NKFnf9dhkWWAR4uS1xegawq5M9K5Ken4snzu8nz+ueFimU1/w9TpC610nN/vf/3117tvffnllzWF9r4DvzVZtWQy+f7773ffGovFRowYUVxc/MQTT2gtWs3wNWvW9GiLPvnkk2+//XbKP5+KGO8eJhAOh7XY74Oye/duABgwYEBhYWGXTYSQY1WyrqyszOl0zpo1q0s7QihlG3u93lSj9sfhzuuZZ57pbh7X1NT861//AoAzzjgkTSiLxTJt2jQA+PDDD9955x0AyMzMnDKl11zUefPmdT/pjh07tG/8tNNO06ZzuHfCyY7+83pyYzHnnzb+zeFDHy0uujQtbbTDUeZyjSgouHDgwJuHDfvdQSvAEyXs9X9H1DjX054YY0A4Ft/r929gjCXizdFoLceZTMZsSiVGSSS8I5FsBACk3UgI0D7bXeQ5syDaRdGJEMeAAsC+wPueEEU7xxkJTfZW+53QBEKcweDRPjJGgsEtzS1LWlqWBIObKT3MOrOHg6rGAQD3knSHMA8AhMSO3wAAIBrdvW79vZWVc7bVPLN9x3Obt/xh9Zora3e/SGnPiWEIAWNqHzIeWgI566XQ7mGxt+HDbytvXLfu7tral+vq/rFz14I9dX9f8+31LS2fp/aJxRqIEo3H6giJU0a0gAtVje834xEAMKpqoowqSSST7T5fJS9oyfA0Hm/y+9fLkp9RVSERokQZUxUSDYdrEolmhUR53spxRoPBYzbnhULVu3e/tnbtrdFoPS/YLd0iUMyWPF6wx+MNfv/6o5++jo6Ozo+InTec5ig411M+012aJ9rjqmzmRQ6wnROdvEnu9COPAHEIE0plpvpIvMKeO9RybMqRiBid4WZ/LBfeGCW8NUp4crBwfg626InqOgfjyiuv1JzwjzzySBcva2Vl5aOPPgoAJSUlV111VR+dnHPOOWPGjAGA//u//9u+fXvnTYyxO++8c+PGjXV1dan86nvuuUcrxn7zzTd3yZp++eWXq6uroZMhmp6ebrPZAOCtt97qnIlNKb3nnnv8/gN8Fb2haa3V19dHIge4Xiil11xzTUtLCwDEYkf7GqmZr8uXL9cKqncmZdBqixdwFPOqra295ZZbOpvTjY2Nl1xyCaUUY6x9ZZ3RFAe6oxW62759u7Z2c/HFF6dKynVnz549t912W+eTtrS0aCeFTnXgD/dOONnRc+BPehDCOTln5eScRUhcUcJaGPwhHsvxln0V4lDnpZx9BcMZIwwxxmgovG3nrhebmz/1+aoE0SkINpu1XzRWJ8sBSiUGAPsj5xmojFGMeY77voIrZSoAGERPH5NISxvV3v6VJHV0r3AmST5GFYdjsOZPbm5ZUlf3j/0R1AAAguAoKro4J/usvpUnjwxRcAKASuUe/6uoVAIAg+g65udNEQhu3Lz5Dx0dKznOJAgOjHiVJmUlQIjk9W4qHfgwQPevGxkMbkoVyghGPQycqHEAOFDy/UhobFy4e/frft9akznXILoQFimVYvGGZKKVMQVjMTNzYjC4ubnlM6ImMCOMqYwywKq2UkOpyvNWbX0HIV6lEkJYFJ371hcYY4yGwzWERGU5CAghhBlVGQOEWDLRyhjlOAPPmxljTFWAs5jNeQjx4ciOULgmGq1zOMp7HLbB4Pb5KkOhLW73mKO8Ajo6OjonCAqjsD+OzsWbDDgcJDRJiRFzWrP2nK5PhOIqGWzJGGA6eKEvHZ3jhyAITzzxxIUXXtja2nr66adfd911p5xyCmNs9erVL730kiRJAPCnP/1JEPrK70AIzZs37/TTT29vbx82bNj1119fUVGRnp5eV1f3xhtvaKXmb7/99sGD9+nmpKenP/jgg/fff//atWtHjx59zTXXjBw5MplMLlmy5M033wSAsWPHXn/99anOJ06c+PHHH2/cuHHSpEn33HNPUVFRdXX1q6++umzZsmnTpi1ZsuSg05w6deqrr74ajUanTZt233339e/fPxAIbNy4cf78+Tt27NAk2ffs2fPwww+fffbZh6gz150rrrhi8eLFsixPnjz5pptuGjlypMlkamlpWbRo0YcffggA48ePT12EI5tXbm5uOBz+29/+tnHjxlmzZhUUFFRVVf3973/X1kGuvPLKQYO+L6WpqcQFg8EPPvigrKwsLS1NC3TXmDFjhiiKsixrKxd9xM8DgMlkeu6559avX3/OOecUFBR89913//jHP5qbmwFg5syZp556ampSh3UnnOzoBvz/DjxvPnTTXcNmLbFa+wWDmwExxlRVlShTGGUAFBBlDDDCjJLGxoWUyqqadDqHavJjAMDz1ki0Npn0IgCEMGMMgAIgjhN53qrZ0prpTqmS7hnvShvZx0gKCi70er/1etcAwkbDvgI2jIGs+GOxOo9nXHHRxQCwa9fLjU2LvL4qUbTzvBUxpJCoooQUJRSL1Q8cMOcIrlvfOJ1D3O6KULgm5f/vjCT53O4Kh2PIMT+vhqrGt217qqNjpdmcbzRmpxYoKCOR8HZZrrSYi8rL7+h+oDttTFPTJ1KizWTuqguoKGGVxC2WgqM04GU5sGfP2z7fWqejnNt/V2CO580WQbB7vZW7+JedzqFbtz0Zi9UJgo0xlTFeZQmEMAKOMgJUQZhjVOV5i0oTVE3YbeUYi0ZTtttdEYvuiZEYIVFFiQqCHRAmSlhVJYQRMEaZBIABIUWJUCpjLCKEKVV4XrSYC33+bxlVe4wrAQAOGwBA6rQGpKOjo3OykyaYOIQ12XaMUH+TS2HUr8QVpgqIQwAyUyOqBICmpfW/Pe/IK4mqwPxKHADSBDOnp6brHAUXXHDBO++8c+ONN4ZCob/+9a9//etfU5tcLteCBQvOO++8g3Zy6qmn/uc//7n66qubm5ufffbZzpsQQjfccMMzzzzTufHee+8VBOGBBx5oamrq4jQeOnToO++803nJ4Pnnn1+zZk1HR8c333zzzTffpNrPPPPMl1566VDK0V188cX//ve///nPf65evbpziDtC6Kabbrr66qtPPfVUWZYfe+yxLVu2fPTRRwftsEcuvPDCFStWPP/88x0dHSmndOd5LVy4EOPvfXVHMK/8/PyHH374oosuWr16tZZ/nmLWrFnPP/9855bRo0drf2jO9r/85S+33XZbaqvD4Zg6dapW627gwIGa57w3Pvzww4svvnjVqlVapn2K0047TVtzSXG4d8JJjW7A/6RxOAZZzPnh0DaixAFAi0VnWkU6ygAhyijPW5LJdlWNCYJTkv0pA95g8PC8JRqti8b2AGIcZ2SMAlV53qrFQjMGVE1ynBEoEQRHdtYv+hiJzdqvdODNAMzrXZNINAuchQEiJEqp5PGM69//GodjsN+/trFpkT+wzuUYlLIYTQCExPyB9QDgcg5LTz/t2F4il2ukxZLv81XGY41mywHx2PFYI1HCZnN+Wp9rE0dDa+syWQ4ZDemmA8sBYsTbbCV+/yaff6WiXNXdCZ+ff15L69L2jm8AcSZTZkrdQFFCkUit211RVHjxUY6to+MblUpGY0bqu0ghCg6Dwa0o4V21L8ty0GTKUpRoMtmGsYCxQJmCEI+Bp6CoJMYYMKAkVi8KjnBkW2vrF+npp3CcMSl1MEYJifC8XVsP4nkLA0aJpCUJAFCyTwsAqarEJF8otNVozLBYCjAIhMm0F9EELXeA7zZsHR0dnZMXEXFDLBmrQw0+Oe4WzVbOMMiSXpcMRokMAH4Sx4DyDc5Ls4bfmDPWIxzecr9GQzL0bvvmqkiTtkxgxPxYe+4ZfO5A0H9OdQ6O1Wr1eDxW6wFVe371q1+NHz9+7ty5y5Yt04p45+bm/uIXv7j//vvz8vqSYe7MtGnTNm/ePHfu3M8++6y+vp4xVlJSMmzYsLvuumvo0KFddkYI3XnnnRMnTnz66ae//vrr9vb27OzssrKymTNn3nDDDV1iufPy8mpqah5//PGlS5fW1tYKglBWVnbVVVdde+218Xj89ttvBwAtJr8P3n333XPPPXfBggU7d+70+Xw5OTmTJ0++8cYbNSt36dKl8+bNC4fDZ5555iHOt0eee+65Sy+9dN68edu2bWtoaFAUpaCgoH///ldeeeWsWbM6W++HO6/hw4fffvvthYWF06dPX7du3ZNPPvn555+3trY6HA4timH27NldBjNjxoy5c+f+7W9/a2lp8Xg8Hk9XH9js2bM1A75v9zsATJgwobq6eu7cuZ9++mlTU5PFYhk6dOhll1121VVXdZkUHOadcFKDelQg1OnC5MmTL7744uuuu+7HHsgxhjFSV/+vqqqbFSXAAGlK8pSpDGgqAB5zRkGwyUoIAxIEh91WKoiOzp34fGsZqIghxPGMElkJYcQDQpQqlCoYizk5Zw4f+qjTOURV1UAg4HA4eguICodrdu95MxSqTt2WDntZcfGlTucwANiw8Te1ta/YbAO7S8opSjgcrikqunT0qKeO8TUCiERrN2x4sL19BceZRTGN4wSqKpLsV9V4ZubEEcMfP36lxbdseWz7jmcdjkHdy9RRSiORPSZTfmnpHYUF07of6/Wu2brtyY6ObxAWBN6GEFZIjKoJt7uiIP98rVrb0VCz/a/V1Y93vx80JMkXjdamp5/e0bHS7igHBuHIdlny7ytRQFUAYMD21z/EPGfhOAMg7HZX5Ob80mBwb615OhDYAIgT98+dMZWoMaoqCPOqKiOgABzmeI4zYiRSRqiaEASH0ZiVSLYhYILottv6dx9bLLrHYi0uK70tK+t70RRKqd/vt9lsx6Q87E8cWZbD4TAAmEymg1aF1TkojDGfz2e1Wo3GnmUpdQ4dQogm+2w0GrsYEv8DbIm1/Wb3srWRpn4ml4vfp1EXp0qrFG2WI+Vmz5/7TzvNUXBkna8ONTzd8M3K0F4OIRPmEaA4VVTGxpoy78g7dXLGwctH6fSN9o4EAKIodrEJa2trL7roogULFqQcmzo6JzV/+ctf7rjjDgDYuXNnSUlJ9x1eeeWVa6+9FgCi0aj+ItEd3QP/E4Ux1tzyn/r6d2U5iPYnyDGmMgAAhhDWxGsRQghhlcQxYJ4zyXIwkWzpYrCJooPjzAZDWiC4mTEFI54xqlloZlNOft655eV3WSyH9MZgt5eNGP64LIcSyWZgzGTKFvenlzNGQqGtGAuC0IMgvCDYMWeIRncSEj/cPIKDYrP2HzXyyR07ng2Fa2B/RXGTOcduLys7zhXFJdkPABj3bFJizhgKresi+Z7C4zll1Mindu95IxDYkFIHtFiKiosu8XhOOfqxaXXdEO5F3g9xAKAoIQDgsRFhwW4vi0Z2EZJUlCAgAMYQA0CI462i4DCbc43GDKJEAoH1AFBWeofDMSjgX8+YLCshDJgBY4yKopMzWiiJJ9V2BojjRYG3A6NElRgojNGk1CErEY7jec6myH6FpAv8Aa9BihJOSl6Hc6jHM+7oL4KOjo7OicMQS+YVWSMA4NtwownzVk5kCKKqnFTJBEfhdTmjj9h6b0iGnmr4ZlVob57RniVYMMIAQIG1ydHKWMu8lm/729MLjQcvMa2jo6MDAG+88QYAjBs3rkfrXeeg6Ab8TxHG2I6dz7e0LPH6qkTBwpiCEMcYA9iv8bhPHRwBIJUkQMu9RhgQKEokpXK3b19KzLbcQeV3tLR+GQxuoVQmJMZxBrd7bP9+11itRYc7PFF0iN2curIcZEzF2NCbUB3GBsaYLAeOuQEPABZLwciRf45Ea8OhbUVFFwu8zeEYdPwc7yn2m+49i/MDVR2OUZ3LqnfBai0eNvR3hETj8UZKicmU1WMm/5HRt7yfVnRAC1MnqiQnWiTJyxgBoLxgppSoahJjjuPNZnOexVyoCdfxgs1qLfH5Kvc2vJ+bM72x4d8cZ2TAgFEGiOfNRkM6xwnh8E4ADKACRZQqhMQplQEAEGIMqJpglDeIGRZLYShUbTJlioIbcQJTFUn2JZNtHk9FSf9ruwc16Ojo6JzsnJc+qMjkerNl/e7k9zIfA0zuy7NGDLdmHVmfhNHH6ld8HthlwoJPicdU2cWb3IIZA8oWbYSoa6JN77Rvvr9gwjGahI6Ozv8ya9as2bBhAwBceumlP/ZYTlZ0A/6nSId3ZUvLEn9gvdM5CBhVlCjjqMgZiRpTSQLQvrJwjNF9djpjAEwlCUA4FRivdcUoUdSYwNvS03+WkTGJUlmWgxgL4rEWZuc4EwAw6LV2t1bWm+ePQWHb3rBZ+9usPYRkHz+05Q9FCRv2C/t1hqgRA2SZLV0ri3aB5612e9kxH5vLNcztrgiHtxvENACopUVblRIfcyJAbuQvTH461F3hco3s6FgVCm1R/j97dx4nV1UmjP855661V3dVV+/dSbqTzkoghGYRkgg4gDDKyAfQcRlGXnxHREXGUd/5qaAzzogjLjjzzuv6cRwYiYqAiIARlLAlDSEbSTp771vVrb1u3e2c5/dHdZqmu7OvJuf7D9Rdz63udNVzludx8wBAxlPic8btygR6iWq6FieTiiAoSkiS/KbZLyvBmpp3FIp7Q4E5HBkhtHJYuTzsOFlCFeScoYseQ3QJoeOZFwhH5hFKHScTCLbGYxcjcMMYL/cai3WGQ3Pb536sru7KE/6GCIIgnAmWBeuXza1PuqUBO0+ANGnhY1vxXjHiFL/W+8JvjZ0mc13G8p4FABnZGnEKc30xjcoJ2T/qlV7PD3rIZSKKEwuCMLNcLkcp7enpufPOOwEgGAx+4APHm4/pnCUC+HNRX9+jhtEVDs+XpYDn5gEACFTWIXPucuZV4ndKZQCC4BIiEaCcu5VFyIQcGBBGLJV6YtXLa2tXVcInStXjLk6GqdT6sbEXS2YfANe0RKx6eV3dVbIc0LUaz7MqKcennoMu80xVjZ7wjoPTK5FYGYt1ZjKbVCVKqAIArpt3vQJy12OW42aq1HgoOO+0tC0Wu8jnazCMrlEz/yT92H7W0s3G50FxZO3Ythzhiw1z5H0/LZn9suSTZP9EYgV0Mgxd4B4il6WpI+GS7AMAXa+T5aBjp129Vpk0Wn5gOQCX5QAg81gZgBIy3oODyIEQVY3qWo0s+evqrvb562Kxixwnp6qRSHhBXd3V03MoCIIgnGVqlECNcowLR03u/nRk42PJ7T1WdtQuWsgAUCE0IusAwIAXmZ31ygxxUSBBAHxUcZCl3XJCFUtVBUGY2UMPPXTXXXdNvLznnntiMVHM8hiJAP6c43qFYnEflXRFCQMAoRoAIGcgASGUEomDC8goVSbmyVMiAxAAFxA4d0xz1Odr8FixbA57XjGu17bOev8JaZvj5Lbv+EY2u3ViyBQA0rHO/oHHFi38QqJ2lWUn84Xd4WA7vH0mfanYG4tdlEishMOUtEHDeC2ZetUqjyBAwN8Uj19aVXXBySggf0JEwvMridYymU2aXuM6ac8rO04GgSPnqhZ3HCOT2ej3X37q20aIvHDBZwt28QFjxTqyQiNOggzqUELuldE3IF/QV67CPUPvlsOSpHPOCHclIgOhiON14MerEgOSt//UKnsVOThn9kc8r5jObPD7mrXxgXrkzCGEUqr69HqzPDB+BnIAUumHAkI0Le7zN6WM13Q90dHxIzhBaQpKpd5CYS+iq6rVkcgCMQlfEISzzz4rfdv2x3aXjTG3VEkoi4QQQECwuOejigxSUJJK3LE5G3YKteQkTnwTBOHsQwi5/fbb77333tPdkD9jIoA/5zh2GgAkOp7NWJI0KvnQyXL0KJEJSJVgFiuf2MgAgVBFojrnHqXAuVso7LGsUQCIxTqDwTmLF31BkUPH3B7Gbc4cRQki8q1vfrWn52FJ9odCcxU5BIQyr1Qo7DaMLsbK5y3552TyJcPoyhW6/XqDogQRwWMlszzkufm4nmhtueUQN7Lt1Lbt9+fzOyf3DsRindHoeYsW/oOizJBK/UxQqa7neWYy9TJnDhBCCAUgqhqlRMnlNuzcdb+q0pqay05920Kh9v7Gb5nl4ZDjNJFh182oahQkNaoE2wKh3WW6s2BHnKWX6abnFRwnO7H+AQEJIZXi7Z5XrPQlTexkXpEQ2afXh4JtjpsFIIaxvlTqJVRB7iF6ihJmzEJwK4UPgQAArVSWQ2QS1SRJo1SRJM2yxmacsnG0cvnuPbu/XyjundhCqdpQf83s2R+WJJEYXBCEs0TOsz6y/dHXC0MMMSipDjKHM5lQDxkSKHKHEqIRGQD8VMl6ZZXShKqXuatRuVoRkbwgCAd1++23L1mypL+/f9myZQsWLDjswbfffvupadifIxHAn3PG86LhW4vJA/5GzsqOk5MVP5UUZJUq2x4g4cAlSSVEZl6JEKKqVa5XCgVb6+qu8fvqY/GLa+KXkWNa88a4PTj45MjI86Y5AAAS1aikm+aALAcj4flw4JqyEgopoVKpb2TkuWj0vKXnfVWSfMXivilBeCDQunjRPyrKQfsRPK+0afMXBwYelyRVknyM2YgeIh9Lrk0mX/LcwrJl/3b8Yd7JQIg8v+PT6fRGiSiKFpJkHyWqooQ1Lc4Ycdx0OvPart3/EY0uqTw+Is9kN+dz3Q+7jYIAACAASURBVIyXFTkUiSwKhxecpCkGiLA2V7ULw4urHOJpiE2UyrIcqsS0s3zwRjqhkSuuDRseK9tW0vNKAIxQFTljrOi4BQBgzJ5cVdAsD3HuxqovrCQjnNX6/lj18oHB32SzW207rSjBUGhu2Rzu7V1tmiMcPULogaX1QJBz8Bh3LSvp0+srkT3n3nH+ZA2j681t/5pKvSpJflWNECIxbtl2hnMnl99x/tKvSQfPIygIgvBnAQEH7Py3+199rTCEiFWKToDYnkcAKIBEqIecIy8xR5MlAEKASIQ6nA+7JQa4PNQgFsALgnAIuq6vWLHidLfiLCEC+HOOrtfIcsD1SoAMiAQAqlrt9zUCgONkAZAAEEIqVbsIIYiceSVVjcpyIBSck8m9GY9fdpzl1m07tXnLvabZbxhdkqQBkTm3HDuH6IVC7TDtS0DA32Q7KcPo6pj3yQuXPTA29mIq9WrJHAAAv68hXnNpbWLFRBQ3o96+X5bLQ4RIHnNcJwsAQCgBRERC5aGh38VinbNnf/B4HurkyeV3Ok5G1Wsi4UUTkTjnHMBTlWrOTdctjCVfbGx4dzb7ZvfOBy1rZHLatlCwbf78TwcCs054w7IeGA76JeKTdZCnDkT7JFCJZ0C9g7ImB5Xg29axZ3Nvop313CJjFiIQAoxZ5fKI7SQTiRVz5vzNxMGhUPuC+fdMvrJljQ2PPlcq7ofKsDvhgIiAgEgljRDKuVO2xjizFSV0nFUJXDe3fce3kql1wcCsyfkdAn43l98BAPv2/dfcuX93hFfj3CFEPrY+L0EQhKPSb+Vezvf12zmX8zoteFGocUmgdsYj12T2rh7dOuaWXsn1uZzJlJrM1aTKpyoBAApAATiCB+ggV4kEAATQ4t4wL14eafnr2vNO3YMJgiCc20QAf84hRKqpuXx09I/FUl8wOLuy0edvlJWAaQ5a1milfBxVAhQkiWqEyhLVVa1K02KukwfE46x8jsi3vvnP/f2PKkokGj3vwAxkTKZedZysbacUJTQ16Tqhihzi3DXNgXB4Xm3tqtraVUdyL86d4eFnR8de6O39Vbk8TKgE6EmyX6IaAEEEAM/zzEJpX3f3t48qgOfcdd08peohhv1PlHxuh2F0+f0tM46jq0qVYXQlEit8et3WN/8plXpVUcKBwCxKZc6dXG6bYXSVreHzl/7LCa97V/QQAGSCU1IPcO5a1pjrZokX4uiO5Xpq/H5di08cRgiNhDtcJydJmmn229YoEgLIYrHOanXpwgWf8/ubDnHfsjUcDs1jXtH1iswrAwAhEgEgkixLfgDuOFlCJABeXX3hcT7j4NAzY2N/8ul1U7IzEqKEg3PT6TcIkWbP/tCh18Ob5cH+vl8b6dccJwsAfn9zInFFc9N7JOnElzwUBEFwOPvR8IZn07vX5wcnNnaGGxcFEn/f/I7JSenH3OJt2x/bUBxKu2WZEAc5EmSIZfQ85AhYKRxLgMhEcoEjYJHZCpEIgMWZTPDy4KxP113crJ2hy9AEQRDOPiKAPxfNnvXXhtE1PPwsR9fna1DkACACoQSoLAdUpcpyjFCwbUrEgsBL5YFYrLM2cVwTYJLJF4vFfbIcCofnTQr8CCEKJYrjZEvmgDYp2BvfTSUA4Nw68htZdnLr1q+WSr2p1DrXLSB6yFwAAp5FZEqpSggAyIoSYrZrlgdSqVfj8UsPe9ls9s2+/l9VKt4DgKbFaxOrWlpuqtQ8PxkqNdiopMy4tzI/3LGN7p3fTRnrAm8fKNa0urI1MDr6px3d31l+4XeObewXkeULux3bIFQOBmbp+vgYTlQhAODwt/2kXDdXKOxF9Bw765AFBBGsXSUesa2xUGjuxGx2zl0qaeHIwppYZ6nUz9H1+xqrY8sbG25Q1cN8EbSsMUpln68xKOn5fLfrFamkSVQ78HQEgTtOtr7+mpbmm4/heSfLZrcAgK7PUMaPUFlTqxBZNrctHrv4YFcYHXth587vJZMvARBJUhHRMLpMs39k5A/nLbn3OLvDBEEQpkDAb/a/vC7fv7E41KSHQ1SllJjMebM02pUfNFzzgfZrQ5KGAD8Yev2+nuczbtlGRgAQCR/PK4qUUBc5JQQBOAAFIAAEEID4qOKjiouMIV4aaf6X2pVzQzMP7AuCIAgngwjgz0WqWrX0vK9Kkl4uD09ZTB4Mzmlu+qvund9JpdZx7uh6glIVAB03b5oDzCtFIosSiSuO5+4pY51hdIVDHVNCdEplAKRUQe66bnHKyDbzbABQ1eojvAuit2XLff39jypyOBSel891O65LgAIQzl2PmQpQQsfnB1IqO052bOyFwwbwvb2re3r/J5VaT4hMJQ2Ae55l26mx5NrzlnzF72884rfhKFS6BpB7M+5F9ADAdtKOk1GV6mkDxeDTm1wnXyr15HLbotElR3VrRN4/8Fh//2OVToSKcHj+3Pb/FQrNC8nQ4iNdGV5iEJAIAHiemS/sdpw0pZqr1iEPNJNhiXDLzlAng4iRyEJCqG2nS6WeeKxz3rxPNNRfc7RvCAEKAARA02LB4BzTHHCcDHKXEBkAERlypgebF8y/OxA43vC4kvRxPHPENFTSJo6ZUS6/o7v7O6nUOp+vye+rrSxa4dwuFPYYRhcgXnTRv4sl9IIgnECv5PrX5fu3lEYWB+qUA522OpFdxJyX+e+RzZuLIyujswyvvCa9Z9QpAoBMCEGCgJWDOQAgUkI4ckooQ04IJeND8djurw5I6l7TuCzS/MXWVQ2OSOQpCIJwSokA/hwVCLQuX/7gyMhz1dXLyuUhAOr3N9bE31Fbu5IQiRC6c9f3xsbWlstDQCRADoCxWGcksmjxon88XKm2w7CsEQCQpo1Xq0rEtpKVojWMWwq8FcAzVva8oqbFfb4jjZCHhn9vmv2KEg6HOzgyBAYAQEgl9uPMZVCWaYijx5jDuQsIff1PhELz6uredbBZ8aNjL+zvedhIbwgG52hqrFLKjnOnEowRIl20/Hsz5ktDZPn8zmJxP6Kn64lIZPFRTbwPhztisc5cvnti6Hsyx8nEYp3IuWF0hUMz1IQnBDQtZhhdudz2owrgEdmb2/7VMLoM4zVFiciSzoF7bt4wugqF3QsXfq4mfukNdbSvjFvyOD+IKiWm2e/YaUn2MRocYXXzpT0rfXv9UM+YZTspyx5l6TIhEqIXj1/c3HzTMUTvAODzNwCA6xV9AD5fvSz7TXPA80qVvZx7QGhz018ljm+qSEVliQcim3HyQqXi3SES0e/f97NU6tVAcLY+aVUIpVow2F4s7bHsZP/Ab2a13nr87RQEQaj4fXpPV36wwx+biN5LzN1dNhzOSp7tAW4pju4xM5Vy7hQIAEhQ+S9B5IwgAHBAggBAKhnsXOQEAAFVImdda8jKXxRu+st4x8XhplQqdfqeVRAE4VwkAvhzl0S1xoZ3Nza8e/quROKKcGT+4MCT6cwm205SqgaDc+pq31lTc/mJyL+FAECnref26XWWbbi2gdw9MAwAAMCZVSjsjsUuamn+qyPPpp5MvmwYXdHIIgBCiUypBpibKBWOwDkyzyty7nHuVpqUzW7Zu++nff2/XrDg76urLpjaaMT9+//bSL8WCXXIk8qeUaqGQu2Fwq5yeXh4ZE1jw/VTW5J6de/en1QK702c0tjw7tmzP3SE2dEjkYV+X6NhdFnW6JQYnnkF20lGpfk+Xy0AEHrIafaV7H1HrH/gMcPoyma2RKuWTNQdRATbHkum1nV3fzt80by/qIm9nuEAsCHLq2WGDnok5kAsz4Id0r7z5W1L5b0QWVy2hgmVbMuQ5UBV1dJIZFFLy01V0aVH1Z4J4VCHpsVcL++5eVkJK0okEolw7jJmAYFSqbcmcllT018e28WnCARnAYDr5jUtNn2v6+YAmg6WINBxMrn8dknSNHXqDHxCwO9rMoyuYHC2COAFQTiBdpUNiZDwgcSiDmc7zVTKLalUCit6mXkBSVUJHXTyCECATP44lgjhHLESrBMEIBSoT5JLzHWRESB1WmBRIFEl+/669rxrqttP0yMKgiCc00QAL8xM12ra2j7adhKuXElQ5zFTfnv1eEn2B/zNea/oeqWyNYTcASAeMx0nE4tdVBO/tGFabHwIpjkAQCbG+XUt7jpZzt1KEXVEwoEB5xwZEKBEQUCfr75U3G85KcasC87/eij0tq8mxdI+yxqTpaD8tqLl4yoBdjR63pQAfnDwt7v3/MAwumQlrMphIJSzsu2kOXcKxT3nLbnvSGJ4QqR5HXdZ9lgy+bLr5jUtTqnKmGtbhu2kqquXt7fdnsvtAACOM0+zr2yXlUMlWpsCkfX3P2YYr1VFl1D61ggzIaDrCc7ssbG1A4NPts257QvzlIf6PYWCaZe6zAQHtpDubyVDVyjrVinrCCAA9fsa/b7GdPr1qqoll7/jEXqQjoYjRAidM/tvbNtIZzYEfC2qFiOEUqogesVSL/PMUGhuoua4FnpMqK1dNTLyXCazWVHCU5pt2UnPKwUCrRPJIKcol4cRUZKDM/Y7SZJOiGyagzPsEwRBOCYIYDJXmtTbPeQUUm5Jo7KPKlDpxgaw0DtQbgY5gnTgcAJEIsRDDoRwAALoIufM9ZArhC4I1Pxjy8qFgZoOf1wh0ul5QkEQhHOeCOCFU626ank21pnP7wqFQlMCG1WNSFTT9UQ4vGBiqF+S/C3N72tpuemoBv+Re5On+gcCLaVSH0eX80rlcA4IlWw9lahMU6s0vUbXamjZl0y+tHvPD5Zd8I3JF7TKI3BgOfp0kuxHIFZ5ePJG0+zfs/fHhvF6KDRPVaMT2xUnkkqty+d35fK7GuqvqYlfGo0uPvTjRCOLzlty747u79h2qpK2ABHC4fP9gbntbXfU11/DuReLdZZKvaoyQwY4x87EYp0zTrA/mEJhj+sWVDVCZ5ofruuJsjWczWwCAJnAbS3yjfXwwoBxYfkJ2x5r1KR50n4/KU89jUiIcOiCf0eotnaVbScBiGGsJ2YfpRpHD7kTi3UGg7OXLP7iiSrVVhVdmqi5HAAy2c1+vVHVIoTIjFmWNVa2xmrilx2ihhwiA4BDLTkhBJEj4pFPLREEQTgEAhCUVI/z8WR0gGnXJAD6eM4X4ICVzPKAUDkAJ895A5AI5QCIeODPElbJfr8k3xDr+KfZV0fkmROCCIIgCKeMCOCFU6229srhkScNo6tk7vP7W+iBcM5188XivnjNZXPm/G00srBk9nHm+PwNkfCCQ6wxPhhNrwHgnNuV9GOEyMHgnFKpx/WKhFDOGQEkRCFEqtS6p5Kua3EA8PnqbGssn+8ul0d8vrqJC1a+4hw0zEIgB46ZMDD4ZCr1qj/QMhG9c/SKhX2um3XdnG0bJbM3lXwpFuusrl62YP5nlJli7wnR6HkXd34/mXw5m93quDkATZaaqqouDYcTAFBTc/n+nv+2rDFVrVLePkfAtlOum9X1RFXV+Uf+Btp2CgAmj71PRiUNgFpW8q3mKXB1whfpezFX3h6RF04/haPHuafrNScqWG1puTkaPa9/4LF0eiNjZUKI399aX3dVQ8N1R7g24QjNn3935SdvGF0wvtAeYrHOSGThgvmfiUYWHezEymQTxqZ1ZAAAAOcu556uJ0T0LgjCCbQwUPNcZl/GtaoVn8u5hygRWhl454gecoUShhQIAZzIWod00ucbqRSGIdIcf/Vl4ZYbYvMuj7TEFFH2UhAE4YwgAnjhVKNUWbzoi4zZw8PP2FZakQOEyIyVGbdisc66uqubm24khITDHcdzl+rqC3t7HymbI4Fga2VLINDMuEWdjGOnCQFAciBpOdf0mnBo7kR4rqgRACiVeiYH8D69FgA8Zs54O4+bADj5eADIZrcCIZoWr7xE5IX8TtMcJIRKcoBwW5L8uq8um91qGF2ukz3/gvulg2Q7r6BUqa1dVVu7CgBs2y4UChO7VDXS1na755mG8Zqm12hqNaUKY7btGI6TjscvnTfvE0c1cV2SKi3hB9mPAEilt7XW72/StZqUV/K80vSpCnZ5jABOTy5wPMLhjkULvwAAnmdKkkZOzpROStWFC/+hIXvtyMhzheJexmxdj0ejSxvqrz10xTufry4QaDaMLtfNK0pYdml0zB/IK7InIcG8nOT+SKx6+closyAI56x3x+atzw9sLAz7qDy5fxABTO5EZT2hBPOenQITD8yoZ4hIgFZSswIiIAJQSt4ZnfXt9uvEbHlBEIQzigjghdMgEGhefuF3e/seGRn5IzsQEgeDs1uabzohmcMBoLnpPUNDvxsd+xM1FZ+/vjKiEA7NLZV6mFfinCPxFDlMKNXUmN/fNDm4rcSBjL2t5nwo1K5pMcctuF5Rkd+2mBwRTHMoFuuMVXdO3u44GULoxBQDyxr1vBKhsiwHCQAio0RS5FDA15Qr7CoU9/X3Pzar9f3H/Mj1de8CIHv2/IAxa6I6YCzWqSjLFsz/9NFGzn5/CwC4bgERpo8Qe24BAAOBlskbCSEtLTdbdjKT2RQKz5Wl8RgeEWwnaZYHa2re0dz8V8f2dIcmyyd9aCgaXXK0RfgAoLX1A6VSfzrzRoO3pGWggTISzGoIAMii0FBT3RjdF8dZLpGPKymAIAjChAuC9dfF5gHA64WhmOJ3OfOQW9x1OOOAAUlpUEMalfPMTrsmB5QIlYE6yDggEFKpBROi2l9Ut90360oRvQuCIJxpRAAvnB6qGpnb/r/b2+4ol4c5t1U1dujBzKOlKJFFi76A3BtLvmjZo7IcIoQyVva8Um3tlbZj5HM7w+G5ihKZvli6Erpr2pSa82T2rA/atpHOvBEMzlbkqvGhCu6VzH7Xyeh6oqHh2sknSJIPOQfAyti+bScdN6vI4QPrChEqnQWEhoKzU8Zrup5obbn1eCZU19ddHY9dPDb2Qm1ipevmVa0qElmUqLniGNYg6HoiHO4wjC7bGdW12gNNZraTZm7RtIZ8vmZVjSOyyePe9fXX5AvdAJAyXlOUkCz5Abjr5Bm34vFL53d8WtfrZr7fWSpRc3mxZb+/oNR2Q7AgOZqb82cZOAAQJLFwuZoOjbG1z8tXHks5PUEQhBn974blMdmnUdnm3v5y2kUeIDQiK9WKb5YepYTEFb/hmhmvDBwRESVQUGKEMc6BQFjSPlK39AEx9i4IgnBGEgG8cDoRQv3+Iy3tfrSqokuXLfvW/v3/ZaRfr9TrBgCfr6G15ZaS2bdp0xdcr6SqVVPO4txx3Zwk6eHw/Cm76uquNs0BADCMLkpVieoI3GMmIK+vv2bJ4i9NiZODwdkA6Dp5RY0gMsYsAnSiv4CjB0Bk2QcAlGqy5LOsMc/LH3ol/GEpSqix8YbGxhuO5yIV7W3/q1DYm0y96nm2T6/1WLFU7GXMctwsIDLPHhn5fS63ZcH8eybeK0JIx7xPh0MdqlrtOOnxCwUgHO5oa/toJLzgCG/NuE2JenYsDp8z+8OJrjwxd5aDtqdKEvgk8Ktq1O9vokTF4SEAwIF+0tR8ulsqCMJZggK5JbH4mur21wqDF4TqH0/uGLDyrb5IQh2fPkYAEpp/1CmqslRiDkcEAhLQmOpr1MP/POvKyhi+IAiCcAYSAbxwNgsEmhcv/qLnlUqlXkRP1xOVEWDLTg4NPjWWfEmmuqbHJ47n3CkUdldXX9jYcP2MidDmzLktGl3c2/vLXL67ksdXUUKJmhWzZr1/euBdW/tOw3g9m9saURYeSEg+Hr0zZgFyRYkQMj53mlAZAFy3eJwB/AkUDncsXvSF7Tu+NTb2J9Ps46zMuEMIVZWIpAT9en0+v9Mwuhw7s3TpP0/kLCCENDRcV19/TbG037bGgEjBQOuU8vUHUyjs7u9/LJ3Z5HlFABIKzqmru7K+/trjLDt3emEmrZUV9MflRIxzG4BIkm+iHwcjEd7fy/ftkUQALwjCCRWR9aur2q6uapvvr/n56Jau/GDSNYOSCgBF5pSYuyo6+5rYXD+V95hGxrNiim9ldPaVVbPJIWpnCIIgCKebCOCFs58sByKRt+VF17Wajo5PMu4YxnrLHpWVCCWUMcux09Wx5ZHIolmzPnCwq1VXL6+uXs6YaVkpSdJ1veZgyelr4pdXV/0BADLZLT69HhEROece5zbnrqbFA8G31pBz7gDA5GpzZ4JYrPPizv/s7fvFjh3fKpl9ulqjqFFNi2laNQDR9YRVHh5Lvrhz1/eWX/jg5MUIhNBQsC0UbDvye/X1/3r//p+lUusAKKUKAjeM9YXi3pGR55YsuXf6XIkzDaYNvnM7jgyDbYOmkUQt7VhA4gnMpAEAdI1SZXpPBNF8CIDZ9AxXFARBOBE+kFjSqkX+e3TzoJ2f2NiqR/+m7oLloYbT2DBBEAThGIgAXjhHJRIrVLVq954flEq9Exul8ILGxutnzfrrw9YhkyT/lBRu0xFCFi36wo7ubwOAYXR5XpFz2/WYplZRqoVD7dKBIm2eV+LMCgRmHazO/GmkqlV+X0M43CFJeiDQOmWv7qu33Wyp1JfLbT9sNftDGBtbu2/fT9PpDf7ALJ8WB0IBwPPMfL7bMLqASMsu+LcTVdr9ZGCbNvDNb/C+nskb6Z5ddP4iEq0CAKAzNx4rm133JDdQEIRz2mWRlssiLf12bsguEEIa1VCjFj78aYIgCMKZRwTwwrkrGl2y/MIHi6X9peJ+zh1dr4lEFkrSicxnLkm+xYv+MZvdMjr6wljyRcN43XHSPl+jz19PDkyn59wpFvbGYp1NJ2Lh+smQy3UbRtf0pAAVmlplGF35ws7jCOBx776fGunXwuEORX7rO6Us+0Ohebl8d6Gweyz5Ym1i5bFe/+Ti27byTRtwoJ9WVYM/AJQiZ1A2+WA/INKmFgAAb+YQnXoeA4DAGddxIwjC2adZizRrZ8oqLUEQBOHYiABeOKcRQkLBOaHgnJN6l2j0vGj0vI6Ou7Zt/0Yy+bKR3sDRVeQQAHhu0XZT1VUXxuOX1Ne/66Q245h5XhEADrYQnRIFxgvLHaNcfqdtpxQ5NDl6ryCEBnyNhtGVSr5yhgbwts02vsYH+miiFlStso1QCQIhouo40M8ACCKYZYgwkKamdOalIm1uJQ1Np7zdgiAIgiAIwp8fEcALwilDFi747H69nlKVc6dSqj0W6wzR9sbGv5wz+0MHW0t/2slKCACQuyD5pu9l3AWAEoR+0ONtyGHSRoXCLD9ZFZeujlPlCKa9l80hAJCV4Ix7FSUIAGZ58Die4CTi/b3gecQfnIje36IoJBQCAIhUEUJwdITEa96K4RGhWMRikSTq6LyZZzcI5xQP+Wv5wW4zaXI3KKkLA4llwXrpDF45IgiCIAjCqScCeEE4dQiR5sz5SHPzew3jdbM8CIg+f2Os+sIzPENbJLIgFusslXpkZeoIOSLYTpqELvrOyNyn8h4hIBPCEV9IwY4CPjNKvtQhx9XDdEwgVFL0z3wYEgIAB9L4n3Ewm+b9vTQWn3mvrmN/r7yyHTUNAPhAH/j8RFGAMbBtdB3aOltecRXRZ+gZEc4pm4sj3x14NeWaXfnxvqrOcGOdGry76dIF/prT2zZBEARBEM4cIoAXhFNNUSJ1dVed7lYchUTNFfv3P2RZSUWJTO5rQIRyedB2i91y69OFuQ0+UqsShQIgKXHoLmJXhnOEby9R5EOG8LqeAADGyjPuZZ4JALqWOJGPdAJ5HgDAQYZJCaEIAJxL116PGzcQWcFJi+Fpola6+DISE+HZWc7hsD7DdxXR4hiSYXFYuiBCJv+beL0w+LXeta/m+qOyNtsX1Yhsc6/bTHXlBw23fN+sVfXiw1oQBEEQBAAQAbwgCIelKOF5cz/OmJkyulSlSlOriKQwZjtWyvUKSf2KX8CdrT5aox0ISQgEJOgIkp1F6C3jmiS/LnGoacCR8EJJ8jt2xtPLsjx1LNosD8dinbHYRSfp6Y4T8QcAKjnqZhhFR9cBAPAHiCST5RfTpcv42AiYJpFliMVJeFI2KdPEYgEkiUSiIIu/zGePdRn+f/d7WRe6MryypbOKN/vIZ9qk9gAFAIt7/z6wfl2uf7YvWqNMpDPUatTAqFt8Odf3vcH1X6m+5DQ1XxAEQRCEM4v4migIwuElEisoVXbt/k/HyVZW7wNALNZJtOZHvbvM8py2afPkCUCTTroyfHH4MAE8pUpr682MmZns5lCwTZbHF8MjspLZ7zoZXaupO1Mz/JHGJtrcisNDJDRTTaZSkTa30okcdYpCG5unHMJ79vEtGzFtjL+WJNrcSi/snPmCwp+VtQZ/YI/XleVVCmkLUIWCzWBHEbsyPGnjvyyU2wN0fX4g7ZWrFN+k6H1crRLMutaIU9xaTq4IieThgiAIgiCIAF4QhCMTj19aXX1hylifz+30mKkqkWh0SQ9dWtzJgi7OuIA9KAElMFDmh714S/P7SsUeADCMLkkOSFQD4I5bAGR1dVcvXvxFiU5LEXdmILEaUt/I+3vRSJLq2FvF6hExnUbbprE4aZoatE9g61/hO97k/b1EVkBVETnYNu/ZRwf7pauuoXUNp+gxhJOg4MF/7ve6srwtQKqVA/9CZKhRyaANaw3+4D723SW020x25QfbfdUzXqRa8XXlB3fpzStOXcMFQRAEQThziQBeEIQjRamaqLkiUXPFxJY9WQRgBx1eJ0AAnMPH7wBA5s+/p6pqaV//o6Y5+NbtElfMmf1hVZ05tjlDyFe8Ewp5tuNNtCzw+UGSwGNomcA5nTdfWnX1wU7ku3fyHW/ywX5SU0t0HSp5/BAxn+P79gCl5K9uEfntziiM20NDT4+NrS2VehE9TauJVV/Y1HSjz1c//eC1BisxqFEnRe8VBBo1knOxx8QdBZ73bABQDpJGQSUSABS5O+NeQRAEQRDONSKAFwTh2MVVAIAyxxlzyDscGEJCO6LyeISQurqr6+qutqwx205RSQ/4mw9WfP7M4vfLf/k+Ut/A9+wGHO+ugbekTgAAIABJREFUICROZ82RLroU/P6Zz0Lkm9+YUkC+ciaJRIFzvmcXbn+TLDtDF/+fIwqFXZnMFtcrSJKua/H+gcdKpQHD6CJEJoRy7g4O/nZ45Ln5HZ9KJKaOkVfyOM4PzvT7T6BaIV0ZvqOAQUkFAA9n7uhykQNAkKon+MEEQRDOJS+88MKqVasAoLq6emRkRFFm/naxevXq97///QAwf/78HTt2VDbu3Llz/vwZqr02NTV1dHTcfvvtH/jAB46/hVu2bPnZz362Zs2agYEB27bb2trmzp37wQ9+8MYbbyTkDC0zLJwuIoAXhLMfY9bo6B8zmU22Y1CqhUJttYl3BoOzj//Ks/2kSoGCByYDvzR174iFALAscnQfPLqeqOSl/3OiadI7VkrLL8HkGNoW0TSI1xxm8DybwWKBqOoMBeQBIByGYoEP9FERwJ8mpjnYvfO7+Xz3gaQPKFGfZY/peiISWSzLfgDg6FnWaDL5MiJTtVg0smjyFQoeAIBCZ/79VykAQN6DjlC8M9y4r5ypUmb4hcm4Zme4sU2NntCHEwRBOEel0+k1a9a8+93vnnHvL37xi0OcG4lEJmJpRMxkMs8999xzzz23evXqxx577JjDbMdx7r777u9///ucj/fkKoqyZcuWLVu2PProo+eff/7Pf/7zGXsQzhxPP/30gw8+2N3dPTY21tbW1tnZ+eUvf7mlpeV0t+usJQJ4QTjLZbNbt+/4puNkJpLPAUA8fnFDw7vb2/4XIdPC7qNBAG5plDIubMrxuUEaOHAxBBixcNTBlXH63vpz5u+MppGm5iP8AMdiEQBAnXlklUgyEoLFwglrm3A0THNg48bPj4w+J0n+gL+ZSpplJc3yIOcOYzbnFoAfACiR/b5GStVU6tUte34qtX8y5ZoqoXN81fP88co/Bxdnqk8A4AIBwJAMl4SbI/IbhluKynr122P4pFvKeHZc8S/1/7l1aQmCILwdpg2+fy9mMwQRgkHa1Eoam+DUji1TSjnnq1evnjGALxaLTz/9dOWYGU8fHR3VtLf1ua9du/bGG2984oknfvjDH37sYx87hiZ5nnfDDTesWbMGAD760Y/eeuuty5Yti8ViAwMDTz311P33379p06Zrr732lVdeaWg4Q9Pi3HPPPd/+9rcBIBqNNjQ0dHd3b9269eGHH3722WdXrBD5W06Kc+aLtSCckwqF3Vu2fiWZfElVY+HwfFnycfRcN5dOv4GInLsd8+46zlu8OyHtLiIAvJblAQl8EkXAvAsOx8tj0ufapao/h1nwpx5WBmYRD3UQpZVjMJ8D1wFFJRExEnt0XLdQKvVw7mhaLBBonXGtx3Q7d35vZPQ5Xa8N+Fsq3y/L5VHknqyEHCdTLPZEq8KUjH+AErX2D3pwW8EJ9/yBHsi22KiFO5RLOqsivSYPyzOsb0872FlFO4LELyl3Nl6c9+yu/GDG81UrPpVINmeGa2Y869Jw012NF6v2cXW0CYIgnE6ex9a9xPfs4v29E9tocyupScgrr4Zg8JQ1ZMGCBaOjo48//rhlWbquT9n75JNPlsvlVatW/elPfzrCC65YseKee+750pe+9NRTTx1bAH/fffetWbMmHA7/7Gc/e+973zuxvbm5+e/+7u9uvvnmq666avPmzXfeeefjjz8+/fR8Pv/SSy/Nnj17wYIFx3D34/fKK6985zvfCQQCDz/8cKX9uVzu4x//+M9//vOPfOQju3fvPthqBeF4HKq2kyAIf+527/l+MvmS398SCrUpSphQRZJ8ul4XjixKZzYND/8+k93qegXOnWO+BSHw6TnyXbOl62vpwhCd7Yc5fnJBlPzdbPmBxfKFUfFHZmbjReDtg7zzjgOIJBRmWza6v3jYe+wX3m8f9x77hfvz/2IbutATKc0OzzQHt775zy+/8qFNm/+/LVu/8trrn3rl1dsGBn8DcMhOE4BicV8uv0OS/BPROwAwXgYAiWqUaoieY4+X/XOA/gTq3lBn7QD//nJ6xCkO2vkdZuqx5I7fF/5UYKUxB7Lu1DuOWFhwsdlHFoUoAFwabv4/rSuurm5r81XvNtPbSsk95fRcf+za6vYvzVp1QXCGDHmCIAh/Lrw/reF7duHQIIlW0bo6qa6eVMdwdJi98Zr3zJNolU9ZSxRFuemmm/L5/DPPPDN9b2X+/C233HJU15w1axYA9PT0HEN7RkdHv/nNbwLA1772tcnR+4RYLPaTn/wEAJ566qmxsbHKxocffpgQ8h//8R/r169vb2+//vrrf/azn02csmnTpg9+8IOLFy8OhUKdnZ133nnnyMjI5Gt+7WtfI4Tcf//9U+714Q9/mBDy1FNPVV5ed911hJBcLvfCCy+8613vikajzc3N73vf+373u99NPusnP/kJIt59990T7Y9EIj/+8Y+rqqp6e3u3b99+DG+LcFhiBF4QzlqlUn8+v0uS/LpeN2UXJaqihEZGni+VPhQItBJCg8G2xobr6uquOsIhyskIgb9ISO+qkQYsHLVRo9DiIxFF5Fw5FBIKk+oY7++FUokEphYA5/ksbWzGVAqTY7y/l2gaSjJhDB0bbBv7euTr3gOTRg8wNYZ9vVjIA6EQjdLW2ef4WH02t23r1q+Mja0lVFGUMAGJc8txC46TyWS2LF70fw6xeCSb22Zzz5WDWWZrVPKNZ1LEyvpGShXHyapqta7XAsAfMDoAWj+V2qAcVXyqGuQINQh5Zm4s7JunvbE0cunmHI2ppEpBhYDNIeVCzsHLY/RTc+SJBfKXhJvPD9a/kuvrNlMFZoclbWEgcWm4WaUSHnqahiAIwhmM792NA/04PERq60GiAIAARFHBHwAjxXa8SRqbpEuvOOx1TpRbb731+9///iOPPHLjjTdO3l4oFJ555pn29vYLLrjgqC64adMmAGhvbz+Gxvz0pz+1bXvhwoUf//jHD3bMsmXLKlMGHOdtPf6jo6M33HBDKpXSNC0Wi1U2/uAHP/jUpz5l27aiKE1NTRs2bHjttdceffTR1atXV3L4Ha2HHnroU5/61LJly26//fb9+/c/++yzjz/++H333fflL3+5csC2bdsA4J3vfOfks3w+X0dHx7p163bt2rV06dJjuK9waCKAF4SzVrG0DwBUNTJtiRkWS3tty2CsXCzt87wi524qta5Q2D02tra+8fpyqc9jZU2LRSOLA4HWI7wdIdDsI80+EbcfKXrRJZg2+EAfcEaCofHBXtfFXBbKZSib4A/g2CitbwRZPjAQzCA5xvp7iT8gXXM9AKBVZi+9gAN9U6Ym0nnzpc7LQD4X/8h7Xmn79q+Pja31+xp9/oaJPinGytnMFgDo7f3FrFkzJw3eXBx5on9tQ/KVopqweYoA0anUpEUo0RARkBNCAYCjCwAukPUY3kn8rTwlUX8J1X1FXvAqCyN0RkOby6/fXtNYrbQVPezKjMfhnVW0LkY/M0fueHuCep3KV1bNubJqzkl7YwRBEE41vnsn7++lidpK9P4WQkh1DIfKfO9u2nkpkU7Rp9XKlSvr6uqefPLJUqkUmNR7/sQTT1iWdeuttx55LrpcLvfQQw89+OCDlNJPfvKTx9CY559/HgDe8573SNKh1knNODj/wAMP1NfX//KXv7ziiisqp+/bt++uu+7yPO+rX/3qP/zDP+i6nsvl7rzzzv/5n/+57bbbdu3apR4k7c4h3H333X//93//jW98o/Jyw4YN11133b333nvNNddcfPHFAPD1r3/dsqzK/0/wPK+3txcAWluP9DukcFTOxe92gnCO8DwTAAhM/VQolfocO+15BUplVY1FIosAwPOK6fSGTGZzX/+vbTsFALFYJwBUVy/rmHeXpsVPefPPfrS+Ed6xEl59kffux1yWSBIgIPNocyvVfVgq4vAQqa+HSRXCiSRhPE5GRvjwIB0dJtVx9uxTbMtGIsu0qhoUFQHBtvnQAACAaUpXX3vaHu/0GR5+1nFyulbj8zdO3i5JvlC4wzBelyRfS8tNdFpttt8Zu74/1JXLjdyKzHTNHEqIAAQKzGkhqgzAmE0lFQAqC+D7QPcICaBLuVPm0SFTz7pAyPjiNA/8hBb+kNnz1Pkd3UXcWeRFD6oVWBSmF1dRSfR0CYJwDkAjSQgFbeqCcwAASkHXwfMgl4Pq2KlpD6X05ptv/t73vvfb3/721ltvndhemT9/6623mqZ5sHMbGxsnwnvLsorFIgBUVVX9+7//+7GNb+/cuRMAjm35erlcfuKJJxYteqv6yb333uu67h133PGlL32psiUSiTz88MM7duzYuHHjD3/4w0984hNHe5eWlpavf/3rEy8vvPDCL37xi5/+9Kfvu+++p59+GgBWrlw5sdd13Uwms3Pnzm9961vDw8NXXXVVZ2fnMTyacFhieaognLVUNQoAU9a3c2Zb1pjr5qjkByDSgULrjNkcmVkeLJV6fb66YLDNNAczmc27d/+/NzZ+rhLSn908rzg4+MSWrfdt2PCZjRs/v3vPD4vFfSf7pnRuh/yem+R3vktq7yD1jaShUVpyvnRhJ1m4GCQJgsHJ0XsFIRRCYd7fi/19bOsmzKSpppO6BgiGQNOIppNwhNY14PAQH+jje3ad7Ec4AxnpDYbRpem103dRSZXViMfKufyOKbv2WZn/HOr6Y3Z/Uo3tUxp9vIyICIjIs57VwylRoxxtzzNVNSrLAQAooMS5J/EyylGDNuQ8CMgQkSEkQ0iGiEQZwq5S+Zt7vCvj9BOz5c/Ple+YJV9WLaJ3QRDODYjgeVPH3ichlVytjn3qmgRQidtXr149sSWXyz377LPz589fsmTJIU40DCN1QCV6BwBZloeHhxljx9CSdDoNALNnTy3r+5WvfIVM87d/+7eTj7nkkksmR+8A8MILLwDA3XffPeVqldkBR56Zb7LbbruN0rf9+D760Y8SQp5//vnpufqXLVtWW1u7YsWKxx9//GMf+9gTTzxxDHcUjoQYgReEs1Y0sogQ6riZADbDgRW/jpsFQEo0RBcACFFKpT7GzHJ5hLGyRFXOXQBJ02IA4PPVF0s9Q0O/CwRmnbfky6fzYQ4CAV7L4osG6zWRISQ0clGUXBmn+lFGSCmja/uObwJYmczrExuHhn57QortHRqJVkmXrwIA8DygtJJ5nnW9wvt7Saxm5lMUBQF4sYCjw7y/jzQ0TJ3yR2llgT3ZuYO2zzt5jT8zVfqbZOmtAR+LYY9lG47ncBbmaLHk2n3PrJoTWRFtJQcm2P9qbNsLmR6ZSj20qihX+dzBKm4WpCAHZIh5zodotEXmtm0AoOvmGbNcEvDk+URJ5CAyyuMhCSb/3hECEgFNUvaZ+KLBV8ZFj7kgCOcYQoiqccYO+pHsMQAAfcZqmyfLZZdd1tzc/Lvf/S6fz4fDYQB44oknHMeZPCA/I8uyJpeRKxQKzz///Gc/+9nPfvaz69at++Uvf3m0LQkEAoVCYXBwcMp2Xdej0bcS2biuWyqVphxTSZ43wbbtwcFBWZY7OjqmHLl48WIA2LfvWMYk5s2b+hUiGAw2NDQMDg4ODQ01NTVN3nXRRRe1trYuWbJk165dq1evXrp06Z133nkMNxUOSwTwgnDWUpRwbe07U6l1uXy3ptYA4YTItm3YTpoQBbknUc22U66bR+DIGQAiUo6MsfH5Y4TQYGBW1i2k069b1sj0ZHinV97Db+z2tuSxK/NWN/CGKvrrYf75ufLcwJHG8Nns1u3bv55Ov6rpNdHIIkI1AGY72UqxPUA+d+5Bs8ucSJPWq1cWWh/sAbCSR911oFwmqjrz0kFVBUrRSJ74dp6pXK9QLOxlrOx6RQBAREIAAfrKfG/JKTMJgQIQjatZ9P1hKLoWNl0V6/tcy+UyoQDwYq7HRe5xHpL0V8KXhXlxtt2joV2ifpfIyF3GXE4xFJ6rKlFdTwDAXJR9Up1JIsibFQZTeo08tACgWqrqyvB1GRHAC4JwLiK1dbBnJ5ol4p+arhU8ho5NdP0UZ10lhNxyyy0PPPDAE0888eEPfxiONf98KBR673vf29nZ2dHR8atf/eqZZ5659tqjW7bW3Nw8MjJSmUg/2ec///nPf/7zEy9Xr179/ve/f8ox1dXVk1+OjIxwzhOJxPTl9PX19QDQ399/VG2riMdnWEEZj8cHBwcHBwenBPCVhPkVd9xxxyc+8YmGhoYpyQKFE0J8nxCEs1l93V/4/I2mOZjJbjbSb6QzG4qlHuQeZxYi87yS6+Yl2U+pAgCEyAw9QF62xhDHQ2JCqKpVA0Am++bpfJJpGMJXu70f9bI387w9SC6IkOVVdEGQ7C7ib0fYvd3eyJHNyEPEXbv/X8pYp+stAf8sSQ5QKlOq+fTaSHhhOrNxaPiZQmH3SX6aaUJh2tyKB5lVSCqpaH0+AICDZb4hBCQZOAf7lE5NPC0sa2zbtn99+eUPbd7y5Te3/WsmvdF1cwVzb9IprsvmtxfLJqMILiGuTF0/FAioSX7R+uScP6ZTPxx6HQDK3B2y8y4yjcqEkFGldk306m69IyXHarxUgztS7xkZOWKHl154wTevvuq5Cy64//ylX7v2kv+8vPFdNkoWFqZE74i8jIUobahXWgBg+Oz/IQiCIMyALFhEm1shkwH37QVQGUcjSZta6PxFcMR5406USjz8yCOPAEA2m12zZs3ixYsXLlx4DJeqr6+/5pprAOCll1462nMrC8ifffbZQx/2xhtvTN84ZeZdXV0dpTSVSk2fzF+pP1dXd5gxmMp8/imGh4enbxwYGACA+vp6wzAefvjhJ598cvox119/PQD86Ec/OvRNhWMjRuAF4ayVz+/asvVeszQg0QDDMgHKmANAKnWwCcB4QWxklf8SQiSUOHgArFwe9h9IACZR1TC6XCd7mp5jZmuSbFcJgzLMD721PCukkJACfWV4Psl+2ke+MPfwf+KKxT2m2a/IQVWdmkGHSprf15hKrR8Z/WMoNPdEP8GhkJZW6HoFS0UIhaYOsHPOC3naMkue1e7u2Q0HW3eHCJwBpTBpvt+ZqVDca6TWl8vDQIhPr6+puezIax8AQKGwZ/OWL42O/pFSRVEihEgeKyFgrtBTlHIZmMdQAeIQQATQeU6DYkmOF+V6z/WtN/IBec+NNQtqlIDFGQBIB+Y9DCn1v4zdNMfeX+eO+Fk5B3RUqo633dbYeA0ARMLjOYfuaFBfyqS6Cr0EPBkCEsgI6IFtYSFMa6toU4Q0AnBRCk4QhHMTrW/EhYs5AB/oI34/6DoAIY6DpRJpbCKJWrrkNJQZW758+Zw5c9asWZNOp3/zm98cyfz5Q/D5fABw6EzyM7rjjjsefPDBV1999ZFHHpk+xl5RSVZ32EtpmtbY2Njf379r164pWfEqld7mzn3b15jpn0q7d88wVrFly5YpW3p6egzD0DStqakpnU5/6EMf8vv9hUJhylL5iRwBwskgRuAF4ezEubt9xzfHxtb6A42R6AJFDgIQRQ4pSogSCQABkVCZc5cxezySB+DAKVWYV7btt6Zec/RisU5Jnjb57e0QjyWDyzH7Uwq7MrzFR6f/FWvSQaGkK8PNI2hRobgPABQ5PONeVY0AQKm4//gae9SIP0AXnUcbm3F0BMrl8a2IYFk4OkIbmmj7PGhsIv4AOjZ63gyXcGxgjCRmSOR25vC80rbt92/Y8JkNb9yzfce/bd/+jQ1vfOb1DZ/a0f0txsqHPx+Ac2fb9q+Pjv5R1+ui0aXB4JxAoLUqutRWqgFdzcsm2CABjwJKwKr4WA0f2CsteVF5n65YlDDKEmWmrc8PSITIhHIAG5mDjAMCACPSbr39xdDlz0avfjpw2SbfAp9WNaUBs/WqTzaurJHmyFhV5KkcH8nzUZNnw7Q2JrW2KZdUfgnrdJG2ThCEc5R00aXS8kvo7DZSHUfDQCMF0SrS1Ew7Fsh/cf0pKyA3xa233uq67q9//etKNrubb7752K5TLpcr+eHOP//8oz133rx5n/vc5wDgM5/5zIsvvjj9AMbYnXfeOX2O/YxWrFgBAN/97nenbH/wwQcB4Iorrqi8lGUZACpl3iasXbt2xgD+xz/+8ZRQvFJSbtWqVZTSeDze0tJimubvf//7KSdWhuXnz59/JC0XjpYYgReEs1Mqtc6yRhQl6vc15XLbXDevyiFCZQBA5OiVxsfhqcS5S6lCAJB7AEAlFZFz7lS2I4LrZMHXGJ5pCBoRk8mXhoafyed3cu7Isj8aWdzY9JdV0ZPeod5jokRIcKb+bkpIUEIPob+MU0ptT8e8smF0+f3NM+8mEgB47KBFZU4eadlFUDYBgPf3AqVEkpAx4Jw2t9LmVnrJO4AQ0rGAmiUcHYGaBEzqykDmQTpNm1tpx9QJgQ4HhZz66Yoz4NzZvOXenp6HqKT5Ay2yHCAArldMpzciom2nlp73T4dNHzj6/7N35/FRVXfj+D/n3G32zJLJvpA9LEG2BFzB1g3EolYFv7SWyq9l8VHp4lIe2oCvaqu0T320rY9r0VIVFau2IBa1SkUk7CACgYTs6yyZfeYu5/z+GIwhmUASAkE877/Iudu5l8nkfu495/Pp+Dga7RAFm9GY090Y1OROIUWnymY1mEybDNSnIQ5TDQE9Jkx8X7ztKFdqASpghUN4py+8N6n1397jXWoUAYQ0WUQcABIQ1nMCBgQAEaJSRPP19kwpwYOeOSlprzXN+sBTm6JPpyiMKWfANgfONWMnpdASJRU2PNXGHpczDPNNhRAeNx4Xl5KmBq7LS4mGLEkoIwuZzCPYqXnz5v3mN795+umn9+3bN2HChL653waipqZm2bJljY2NY8aMiQ8aj/vjH/+oadq0adN6FUjva/ny5evXrz906NCMGTPuueeem266qayszGaztbS0bN++vbKy8sCBA9OnT49nmD+1lStXvvbaa88++2x+fv5PfvITQRCCweBdd921c+fOnJycxYsXx1eLB9Vr165dtGhR/KHD4cOHFy5cKElSrM+cO4/HM3PmzFdeeSUrKyscDq9evfqpp54CgIceeii+wuLFi5cvX75o0aKXXnopPiMgEok88sgjr732mslkYknszhIWwDPMhcnbtd/trjKbCinVVC2MMI5H7wDAc3qihilQQjSEEAVKqUoRAAWOk3jeoKghAKBUBRCi0TZVDZlMeSZTQa9DECJ/8cVjLneV210FiOMwT4ja3v6Ry12VmTGrsHBR79Tow4dSiBLKIdpfJBqvWRPtXeIkAVGyORwVoWB9wrFvRIsBgCj2fu96LiDEXTYD5+aRLz6nHe1UUxHCOCUVlYzGeQXxE8fjxtPmRgAgLU3IZEaiCBRoLEqDQZyVjfMK8Kj8+M6Oh+nfW8muLi2gAgLIM6AZyXhWKieOXFzZ1PROIFDN8yaLuQThE1ef5806yenrOggALS3vZmbOPvVOPJ7dbneVJakUAIQYtrj1+rDgj8UoIL8xqUusjyLOg5xRbApiWwM3eo9wpRuncAAKJQgAIVCI9pbrcJsc5BHmEVIIUagGCClU04AYOEEmmkxUAeFsKWmyOaNvH0SM5mfqY1rJXl9xnhGShBOfSYVCfZj6FcjRo+kOFsAzDPPNJoo4v3CkO/GV8ePHl5aW7ty5Ewacvq5nHXgAiEQi8eTwmZmZf/3rX0VR7F503333RaPRlStXnjaA1+v1W7Zsuf32299///3HH3/88ccfjzdGIhEA0Ol0q1evXrJkic12+vuQwsLCJ5544t57733ggQcqKytzcnJqamo0TXM6nWvWrNHpTlRmufbaa8ePH79///7y8vIpU6ZEo9EDBw6UlJT8/Oc/f/jhh3vt85ZbbnnjjTeys7OzsrLa2tpUVUUIrVq1qrvA+3333bdhw4atW7fOmDHDYrE4HI6GhgZN0/R6/TPPPJOfn3/abjNDwAJ4hrkwybIXADhOR4gClCL6VfyAEAbMA1Ew5hBgCipCvMAbKCUaiWlaDCihlKhqOBRuUmSv03lZSfFdfaPxI9V/crmrurz7LZZSQYi/maSxmNfr3QMAgmgdlZt4QteZQwhsAlIokH4mAsUIAIBdOP2ubNYyABSTPbyQYLR5LNbpcFRYrePPrL9Dh7JzuezceFdAFHs9sEAcz109k2zbCggBpaSxHgBwdi6yO7gxZXhSeXz9De3kuXp1m4dgBAJGhNLtXqgN0w9cpLKETxZH5nV8a9u/3J4dtqSy7uj9xEkh3mjKc7urjMbc0wbwcswNABzSOVqNyc1Gc5cEAMnUmAu2dnNARmlHkve+7rh9t3gV/nJyOwKqUEIoIRSpVImhjvqoWmRwpImmz0PtDVEfAkSAUgRRosqU2Hk9UJhiybzWXpjwDTwAzEnDzVEOQKvyEomjEgJCIUSg3IpT7GhFMc8KvzMMw5xv5s2bt3LlShhwAO92u3v+KAhCeXn5jBkzli9f3rPq22AlJydv3rx506ZNa9eu3bp1a1tbmyAIBQUFM2fOXLJkSbxK/KpVq7Kz+xkq2MPixYunTp26evXqffv2NTQ0TJgwoby8vLKysmcGO51Ot3nz5lWrVm3atGnPnj2pqal33333qlWrtmzZMm/evIyMk55TL1u2bMGCBc8991xVVZXT6ayoqFi0aNHMmTO7V+B5fsuWLc8888wrr7xy7Nixzs7Oiy66aPLkyStWrMjJyQHm7GABPMNcmHhODwCEalx82DyclK0EIUwBOCzxnF5WgwJvstvKo3JbJNwSkz2UqAAoGKxxOCokyTG69Kdmc+9CoIFgbUfHR17v3qSksfEk9vEdS5Kd5w0e906MxYz0mfE55GfDeAt6tx06YzRV6h0bRTQIqtQuoKwBTDwWRXtqyhUu9/ZI5DjPF/Z8IBCNdkSinUlJ49LTrx7m3g9BP7nokCByV1yJL5pIGxtwyRjACCVZUXYuMpriK2z3kmfq1R1ekmvEToFihABQhMDhAKnyAgL4wzjh3IeXsuyLRNo4rMc9qrXcT73eAAAgAElEQVR343kDxlIoVK9pUS7RCt0QFgDA2WJythtNPknRaaqgBYmsaMQa1etlnmiX5ui5nSdO/CsUQKEigRargKy8MU00AUCJIVmj1K/FgqoMAARRDBAlymXW3HHG1CWZFf12A8FdedyEJPRmi3YsdCI1UBIP33bi2zJ5w6ATGzEMwzDDafr06X3TtlVWVlZWVvZqnDp1aq81S0pKBpuINBKJ3HPPPYIwgNcIX7ruuutOUYXuF7/4Rfe/58+fP3/+/P7WnDhx4ssvv3zqY6WkpPzpT3/q1Th79uzZsxM8NL/++ut7zg7oC2O8ePHi7iH6zDnAAniGuTCZTHkOR0Uo3GTkMzEWKNUAKHz1EhJjLBKiECwBJRynxxxn0GeKQlKX94CoS7bbJjocU2zW8SkpV2As9t2/27XN5dpuMOT0iN4BAIBSVQ0SIG739o+3zElKGmO3TczMvEGvH+Ya8nPS8MduXOUlOvzVoGUAiBF0LETKrfjGdG6AQ/gLC3/kDxxraFjv8x+QBAfH6yhRZaVLVUPO5ItHl/5E4Edynt5AoCRrwjq6lMKaRm27hxSbsZWH7g+AHkOJGR8J0row/dBFrnae6wHeqhYEAIz7/RsU/1ypavDUAbzRmKNTDLY2g8kvhU0y4SgAUAQxUFWOEIxyg5ZZbcqbFkmFGIcwAqAUBMCyalYITdZ1hEls9JcFCATEjTOmtMiBTjmkUhqlqg7xY40pP0yfdFPy6Hi5+FO41I4vteOQBh6Z6jnkEM6LXAMMwzDMudfc3Dxt2rSR7gVzYWIBPMNcmJzOy2qPr41F23WSXRAd0WinqoZ53ggAhKiUahynw5wuFnPznIHjpFjUpWqhaMyV7Lw42TF17NhfoFOGK+FwMwDwgqlnI6Fq0H9UUQOy7KFEU9SQ33+4sfHNltb3SorvSk29chhPMN+If5jDEQpVXmIRwMwBRiisUa9CplhxhYVe7zuifV5P/T5ACCxJeFQezi+CBEnrQRAsEy76LcdlBgJVCIHbXeVwVOgh02gcVVy8pLtg2PCqDZF/ttN9fuJTQM9BkRGuTuGmWfHwhnx1EdocoSYBWft82SOATB2q8pKtbu3cB/DxZyIaUfpbgVAFIcQLp3l04nReJmsfWbr0Mb0Sj94BQEAcjzhK1Bgnc5w5RYWSIK022hWIIqAUOI3qEfDZ5rYUY6g+Kog9xvBzCGdLSVlSUpQonUq4Jeb/YfrEW51jB35qRg6Meha4MwzDfHM9+OCDBw4ceOmll0a6I8yFiQXwDHNh0ulSRuXOpVT1eHfppFRJSo7FXLISwAhrmiJJVklKicU6MOYl0aYoPkXxOxwVZnNhZuYN+XnfO3X0DgCEqgCA4KRAJRA4Gg43Iszx2KBB1GjM0evSo9GOzs6tlKqCaLXbJg78FEKhRrdnRzTahgDrDZnJydN0krPnCnPSuBQJvVCvtce6x7YhA4fnWMI3f/4e+LvUxq+qpNCmBu3gAeFb14A5wTRmQTCPyl0sSQvDkepYzM1xeou5yGQqOEt5+N5o0dY2aZ95CELAIUQobO6gO7tohQ3fX8gPY2K55lCAo2DCiYffm3hACJqjw3a4gRMEi0Gf6fbs0LQIx+l7LdXUENFiJmM+10/Pu1mTxkZQIUaeGPIAEREWEAAPSKQqobEI1mt6nUEIT6HHm8X8QMxBgYp8u8TFiozRZYVSbaTgz80erc/YSASgx4KIOAzYgAcxBpJhGIZhysrK7r//fqPxNPV3GWZoWADPMBesnJzbCFUBkNu9nVKCMEeJpmpRzIkakWOxDoejwmjMSUv7tqaGKVC9PsNumySKA0rEIklOANC0CP9lffhYzKMqAYQ4njcRLSaKVg5LGAsGQybH61yuz44de66ivPecq4Q0LVx99P86Oj6mlLrdVQDgcFTU1LyQmTk7P++OnoP2L7bhqVZcHaL1YaJSlCrBWCHK//MfpPoQ0elxShpIElAKsRh0tJPGelVR+DnfBSHBpAAAEEW72Tx9ID08E5s7yUuN2q4ukmvAySJwCCiAT4H9AQpAHq9V7y8802/mYLC2oeENj3d3ezh0cYgWo9QwubzZ+B0VnTRiIp4YQRvczL5hk5k5Kxxp9vkOms3FPf9PCVECoVqHoyIjY+YpNu+WbJmo4C28YIqqXgCI5/PjAWK8OcbbgjIu9rhs2btNuk7Em7J09ly9sKpg7GSLBQBebpcBwKdGjFyCKN2nRissmQV6+7CcL8MwDPMNcYo56gxz5lgAzzAXLIRQ3qj5Kc4rWtv+FfAfURSfrAQoUXnBzPN6gyHLmXyJ03npaUttJ+RwTHE4KnxdByXJEZ9ZLctuWe4SeCMAaCTGcXpBOJHBThIdEb4tHG4MheqMxlGn3nO8PLjff8Tr3SvpnPH8eaFwYyzaSakWjXaMHfNgzxfjGEGpCZV+WRFe27ZbrT6EjCZks5+YgowQ6HSg0yF3Jw0GtAP7uEnlQzjlYSET+mKDtqOLlBqR+cuYEQFYBWTiYZ+fAMANqXS0eehv/lta3j167BmXaxsCTJDOqhAr3dlF21PDH39uWxEWvkpjG6VAKaT0yQJ4bmRkzOp0bQcAj2ePXpfC8UYAUNVgNNZht01yOMoHmDsQ6Y0cbzQZnByxqmoQKEFYEAWLKKW0aYome48nCxazZZINpQgwx5l6vaO4OyP9dOuoi5Oyq/xNNl6vPzmGdythnxpLEYzjTAnKEzAMwzDMBezdd98d6S4w/WIBPMNc4IzG7MKChcO+W5t1gsVS6nZXBfzHjKZRGAuaFgUAQFhVQqKQJEmOnunHRN4MAKFQY8IAPhZz+QNHNS0iCtauroN+/xG/7wurtaz74YIoWvW6VG/XfgDo6NySmpLgPTkhCqJA62oRwshqS5BAzGojjfXIZIaRC+D3+8GvUpuAzELv7vEIMiRU5SX/cWujzUP8cvZ4dh899n8u1w6DMVcvOSnCTT7ikeU0udZOdwLALuf/aujE/0trhI4zIx0H73VoThGNsWDdOZwLjxBXNm5FTc3zAAjgq6EWRmNuRsbMgvwFAAN6soBS03F2LvJ6LLaiXouyeaA0mGZKzZgwy2h1poi9RzNmSpZbnGM0SnYFWzJEs5XT8RjHiOZSwp1y8OKknKVZU7mBdYNhGIZhGOYcYAE8wzBDgRAaO+Z+RelqanpH9voEwSwrPgqqogRE0crzJqMx9+T1OQAgRO61n3C4+VjNsx7P7viPlEKX74Aie+z28l5DAzAWTcZRbndVS8u7PQP4aLStofFNl2u7LHt5mStpzzQgAw8E96kQjzgeBJEGA1SRUT+j6L9E/f6jwWAtITFRctisZd2jCc5QU4RWeUmuMXGgbOYRAG2MnGZQu6qGFCUgikl9Z4/XHn/J5dpuMhdKoh0AEECGDilEbFXy0xAVtc6M0MZG082E0qMh2hQBnwoSR3Z3AQDoMNyQxt2exfHnKmLlOF1x8V3Z2Te73VWZGbMAwGDIdDim6nQpg9hJQTHZt5sGAyCK3cXz4qjbTVXVkJ2XlzKqv83/X+p4AIQBfeZvagR/vLHCkjnWmHJP1rRJpvShnBjDMAzDMMzZwQJ4hmGGSJKSp0x+3GEvb217X9Mi4CMhNSxKdoM+Q6dL65UGTyURANDpTspCFwhU7933y46OjzEnCUISBk7TItFoG0Y4GKy1WEp7lRnjeQtCgt9/hFIS37/Lte3Q4T90dGwBQBwnSjF9JMIJmjPk+9xsLuZ5Q+9Ox8fUq2p/0+ABoKtr/9FjT4dCjV9thPj09KsK8n/YN2AeLJlQAECUJny9HJ8aoNDEATSlWkvLxpbWTfG+IYSMxlGZmbPTUq+KbxiNtgeDtRxniEfvcakSCmsAQDuVjPToTg4Kq+Emd4wENIQQIICWKOUQRDTwKhAl2pEgqSwRBAwAEIu5Wlo3eb37FaULY8lsLkxPuyopaRAp2QdCr0/Pypoz9O11Ou7S6aAopKEOhUKgN1CMQVMhFKSqypWMwRdfdoqtEaD5qeNnWEe97605GnGHNdXG68aZUq+y5pv506TQYxiGYRiGOcdYAM8wzNBxnKGw8EcFBXcGQ/WNDetb2/4VibTr9Rm9ViMkJse6uCS9xVLao1E+ePDRjo6P9boMgzEzHtCqWigme2W5KxJp4Xm9yVTQcz8IAeYESjVVCwm8ORA4dvCL1S7XNr0+U69PRYjnNCw0WlBYi0Y9FKjNWobQSd9yVFURxiD1W1q8o/M/X3zxO7d7O8+bBDEJIY5o0VjMQ6ka8FdPmPAIx/V5KDAYySJU2HBDmCQM4KMaAQBnorBRVcMHPn/I5/vC7a7CnA4jgRDZ5doeDB7v7Nw2buwvMBYikVYA6E4r2C3PgMw8tEb1fBin49ZcAwpqOEZpiQml677qhkzowQAFgNdatPlZXHv7R9VH/9zRsaXnrtraPkhL+1ZJ8X/1urAjC+fmoatnadv+QwN+0lgPADg7FyxJXGY2vuTyXq/lE8qULD9IG0SJBIZhGIZhmBFxHt2BMQzzNYUQZzblFxUt9nbt7eo6gLFoMKR3B6iaFgkEjjkcU7Kzb8L4q/feHR1borFOQbQZjFndjRh4hBDmeEpJLOYxGLLwyYXECFEQwjxnBIDjdWtdrk+NxlydLhUAFMUXkrv8IjXRdJ6IRItFIm0Gw1c7p+EQEILTMxNWgwcAWfYcOfKk211lMuZLuuTudr0hy+c/7HZXWSwlRUVLzuRaTbRyGGkuBTIo9B6pTqFNhgobnpSUoHuHj/yvz/eFz3fQah3X/RBBVYNdvgMAUFPzXFHREkoJQOKZ48kiShZRp4LSzBQ58D6fWmQ8KXoHABGjQiPs7KIGTrtKt/fQ4T+43VU6fbpO5+SQRKiqKD6vd2+8q6Wly87kOgw7lJHJ3zyXtrVQVyfIMhgMKC0D2VgCeYZhGIZhLigsgGcYZngIgnnsmAc0LdbZ+Uks1iGIFgScpkYUNeBwlDscFbk5t/Zc3+PZ43ZXmS0lPRsxJyEsUKIhTgSgsuLvWftdUYOUKBZzMUJYVYNe7z6ERZ2UommxYLBGVYOy3FVn6JL0kBRxhIgvRDW9PuPEYP5YlHo9ODsXl13U3ym0tf2ro2OLTp/eM3oHAIx4s6mwq2t/S+u/8vLu6PuKe+BsAlztxITCF35SYMLSl6E6AWiIUp9MM5Px5Y7eAXwgcMzl2ubt2mdLGgc9UgPwvMliLvV4dyOEs7Nvjk8d17RIwkMTLYZBS7Ok/ytGoZ/3/BKGJJ6GNfh39VuC+6u59ACAkSBJyYKQFI/hMzKu6zme4ryAEErPROmZI90PhmEYhmGYs+WMMg4///zzN998c1ZWVnZ29vXXX//BBx/0t+bvf//7srKysrKyMzkcwzDnOat1/JTJfygqWmy3TzQZ843GXEtSaXr61QX5d44bu7xXUrqY7AEAnus9ml0vpYiilRJFlrt6Jr2jVAmFjjscFenp1wJAJNpOqSZwRkJVv/9wONykKAGeN/it4Q57h9/QZY7YpCCOtlfTri7a0U462nFmNjdhMkrrPcK/m8//OQD0fGTQDWNeFK2Ual2+g2dwhQAAFuZwpSY0xoL3+0l1kNZFaE2I7vWRjii9ysn9oojvm0PO7d7udlfpdWnQp+YfxoJOl0IpcbmrDIYsvT5DVYKK4u973HCk1eGocDjKPTJghESceKa9xCFFCXZGYrxg6TmXvvtwBkOm213V3v7R0E6fYRiGYRiGGbIhvoF3u90/+MEPNmzY0N3S1NS0cePGO++889lnn8V9hqe2tbV9/vnnQ+8mwzBfEwZD9viylYriCwRriRaTpGSTKb9XQrs4jpMA4MSo7x50+nRZ7orJHkqIIvsVwQKUqkowEm232yfa7VPS0r4FAEA1AACMwuGmaLQdY7E7ZV1j6vGoFIm5wqKq0wkcZ0gVranIZOImT8V5BdA/WfYCAIcT57fjsA4AFNkLAAC0o3NrR8eWUKiOEEWSnA77lIyM6wTBctpLpOPQw6OF11s0E4+C6omE8xxClznwgmzOISaIqyORNgDg+ubki2/LGd3uqqzMGwAgL29+JNLi8e42GfMEwRYvpUcpiUSaY7EOm7UsK2uOrgsopTRBnT0AAEKRpkVEJIt84nPheQsAhEL1pz1ThmEYhmEYZngNMYBfvHhxPHo3GAxTpkzhOG779u3hcPiFF17AGD/77LPD2skz0tXV9eKLL+7ZsycQCFit1vLy8nnz5lmt1pHuF8NcyAQhyW47TUowoyEHABTF3yu1O0LYnFSiqAGEsCx7VTUQb3c4pqanX1NU+KP4JG9JcgKAqoQJlQGhXjvptLa2GI7YtGxJ0WVnpudP+CFKdvYTsX6F5/QAQEFDiUYnEVBVJeDzfaFpcnPLPyORFrd7R/dSv/9wU/M7Y0b/3GabcOqjAICA4f9lcXMzuZoQ8Spg4KDAiAzcGVVvo0ABIMV5eSi3HgDc7irMSRxnAKIpWgiolpIyY1zZCoE3jzKoFMCvQlKfvwCUgk8haRKRuv7VX+63+CNaTYueSW8ZhmEYhmGYIRhKAP/++++/8cYbADBr1qyXXnrJ4XAAQHt7+8KFCzds2PDcc8/ddNNNs2bNGuaeDklbW9uvfvWrtrY2ALBarZ2dnRs3bty2bdvq1atTUgZRZ5hhmGGXknJFcvJUt2e3KNrwyS+9NTWEMJfsuDg7+8ZYtBMQMhqyk52XGPRfTW8WRZvZXNjp2oYowYhHJwfnmhajQBWrFIy5RFNdgXNAv+8G4ygAkGW/JDl6LYpGOwOBmihvRC1cMFgXDjdhLJpMo4yGHEBY0yLB0PFYzEW02ISJj5pN+QM5HIeg2DSgeUw6fSoAqGpY4M19lxI17HBUGPQnKpbnjfqexVxa37AuEKimlAIAh6Vk5yV5o+bHJ8lPd+AqL/48QEwmxJ183dpiNEZgjFEdBYWhYOJ37JoWAwBRYvnhGIZhGIZhzrWhBPAvvvgiAGRnZ7/++usGw4khnampqX//+9+vvPLKrVu3Ll269MiRI5I08hV0H3vssba2tilTptxzzz3xAP63v/3t0aNHn3nmmRUrVox07xjmQqaqYY6TUJ85293M5sK0tKsppV7vXoMhSxRsCHOEyNFoZyTamuyoGD36pynOU1XwHpV7u8ezy+Wq6jVEX9NimhYVRbvBkCErXYoSHGCfU5zTXa6Pvd59gmDBWOhuD4YawuF6TQ1zSPAHaqPRNkIVqqnBQK0s+5OSRnOc3mTM4zhdR+d/ampemHDRrwd4xAFKdkx1OCq83n06MRnhky4ppUok1q43ZNnt5d2NDscUh2OKogSisU4OC3p9es+qb5fZ8b8sqMoLBwOQpaMWATCgCIH2KHXJ9IpkbmmRvWUvkhWPgWb1/R+MxjocjoqBDDRgGIZhGIZhhtdQAviDBw8CwI9//OPu6D1OEIS//OUv48aNq6+vf+aZZ+6+++7h6eNQVVdXHzt2zOFwPPjgg6IoAoDT6aysrLzzzjt37tzpcrmSk5NPuxOGYQYlEKhuaHzT692rqmGEkMGQk5Z6ZWbmbJxoYnlx0RJKVQBwu6sAgAJCQAHA6by0sOBHp47eAcDhKM/K/q4/UB2NdoJC46EmISoAFUW72VKAkUCJOpB56XFJSWWpqTMAwOvdq9dnCKIVIxyNdoRCtZoaFkWHXp8SCtURLQqAKFBVC5Nom6aFzOYiSUrWS2nRaEdX1wFZ9oqibRBX7XTM5iJn8sVud5UvcMRszOP4E/MFVDUUDNXabZMyMq7V69MoVYOhelUNioLNYMgSBLMgJHhjjxD8opgXMOzsolXeeA4CCgAVNjwxCd1XxBdbrCTtW273dn/gqMVUiPBXfykikdZY1GW3TUpL/fYwniDDMAzDMAwzEEMJ4KurqwFg7NixfRcVFRUtWrToySeffOSRRxYuXNgrwj/H3n//fQC45JJL4tF7nMVimTx58rZt2z766KNbbrll5HrHMBegxsY3a4+/5HJ9hgBjXqJEc7m2h0L1rW0fXDR+lST1fmSGEFdasiwt9dutbZsDgaOKEpQku812UUb6LL0+bSBHLC2+q7VlY0fHJzxv/HIUPRJFq8GQxXH6WMwFQK1JCb6s+lNSfHd8ArzbXQUhgBO161RRdEiSIxZzqVoUEGDEAyBKNaLJMeqF4HEEWJTsAm8GoKFww/AG8ABQUnKvLHt9/sNuzw6MdRwSNCoTLepwVNjtk0blzjt67Om2tg+6p6YLgiUz8/qc7Ft6DiXoZuDQL4uFXT6yxU1rQ0ShkCKhiRZ0bSpn5AAAigp/FAzWBoPHPd5domjDSEeoqipdmhZ1Oi8bM/o+vp+MegzDMAzDMMzZM5QA3uFwhEIhn8+XcOkvf/nLNWvWtLW1/eEPf/jv//7vM+veGWlubgaA8ePH92ofP378tm3bmpqaRqJTDHPB6uj4T03tGrdnl8mUJ4qO+LB2TYv4/Ufc7iqM+cmT/ifhiHqrtcxqHWKNSYS43Nx5GIs+3xdGQyYgnuN08aOoajgUakhOnpqRef3Ad4ixUFq6LCNjZlv7h8FgraKG2ts+lGW31Vrm8x2UZR/GPCFKPJEeQhzFBCGsKN5guN4uWuOHPhsJ3njeMGHCb5qa/qHXZ0QiLfFGozE3K3O2zT5x954Hmpv/gQDzohljQdNkVQkoit/j2TW+7KGEwTZCMMWKp1gBIMF/CscZJk54tPb4ixgLhChfNudYk8YWFS0yGkcN+wkyDMMwDMMwpzWUAL6oqKihoWHr1q0LFizou9TpdD7wwAMrVqx4+OGHb7/99vz8ASVzOhs8Hg8A9E04H2+JL+3l2LFj//M//9O3nVIajUb7e2bBDFA8n1YoFEKnSwbOnBYhJ6qvxWIxRVFOvfI5QQ8fedbl2m40FmJsUVUNQAMAAF6vz9O0o15vdU3tP53JM4b9wDbrzPb2HbK8XVVrRMmBsR4o1dSArHiSkiY6HNciyDrtL2/8wxkOh6PReOydlpry/1JTIBbr8PuOa5oSjboJIQiLlCpAgUJ3FTYEgBFwmiqHIx5ZCYmKIsfEs/R1YbFcabFcqSh+TQvzvInnTZTS3bt/2dz8jiBYDYac7rnuRJI93s8VRTnw+eP5eXcN7XApznkO+w2BQLWseHhObzTmS1KaqsKpz67nh1NV1aEdmuklEonEYrGR7sXXXvw3HQBkWWZ/04dLNBqVZXmke/G11/3hVBSl14czGAwCgKZpI9AthmHOP0MJ4CdNmvTBBx+88MIL8+bN+/a3E0yD/NnPfvb8888fP378tttu+/jjj41G4xn3cyjcbjcAmM29p4BaLBYA8Hq9fTcJBAJVVVV9200mEyHk/AiTvvbYDf3w0jTtfPijHg7XRqMdHGfiOHP3XUg3SUrr6trlcm2zJl16Fg7OFeQ/IIppHs+nANTn2w0ASUmTDMbijPTvOp3XDfw3t+/FJISjlFKqqWpYUbt43kQ0ChADIPBVqTkKiFfULlnpUpUAz5sFIfMsf13oOU5PKSiK4vfvDwaPcpzeYBgFgLovPkKCyVjg8+0HgBTnHElKHeqxRKNxXPeX+KDOixDSHcwzZ+g8+U2/YLAP5zBiH87hRSnt9U0b/7Hv31aGYb6ZBlTBqJcHHnjAbrcTQq655pof/vCH77zzTl1dXc8VdDrdiy++yHHcrl27rrzyyl27do3gl07fl73xzrAwkmGGUTTWBgCYSzwvmuONACDL7Wfp6BxnGJW7ZOyY32Vlfb+ocHlx0a9G5S4pG/dESsrMMxzuwfNmQbBqWoRQFQCAAuYkhAVKCcS/1ihFgOPzBeRYe1LSRKdzVq+s+GeVz7/X59stSSnxUf0n4yQpmVLq8+8d1D5lAofC3Kc+bmcAuxQ2XoZhGIZhGOZ8McQ58I8//vidd96pquqaNWvWrFmj0+kikUjPdS6//PKXX355/vz5O3bsmDJliiAkyKJ0tjkcjubm5kAgkJ6e3rM9EAgAgN2eoIjx+PHjP/zww77tN954o16vj1e8Z4ZM07Suri6LxTIin4cLTCwWi4+p0+v1I5stMk5VTaIoKqrQM2dkDxRznCQJZ/mXyJGRMWZoWxJCvF6vyWTqW/8yO/tqhMJuzw4ECCHAmEO8UVVDhChAASEMCFESpUQ1WwvS0y8fM/r75zKAb20NY4wlyczzCa48peZAYK8o3DrAK69SeLVZ29BOw9pXT13HWfDCbJRvHOhJybIc/5o9Tz6cX3eUUo/Hk/DDyQyWqqrxwck6nW6khgdeYNxut9Fo1Ol0I92Rr734PRIAiKLYa/RovJ3nh3LTzjDMhWeI3wXf//73L7rookWLFn322Wf9rXPbbbcZDIZFixa1tLSMyOBzu93e3Nzcd5Kb3+8HgIS3sxzHxQfY94UQYjO3z1D8ArIrOSy6r+F5cj31+lQA0LRwwqWqGgZKdbrU4eqqovhUNSKKVo47/V2jogaikXaMeZ0urb/1T/HhzM25zdX5qabGEOJVLSpiAWOB4/SUEko1jAVeMKtqUK9PLyhYUFS4+FxG7wCAufjjsP5GOdH4OgO58jKBysPKwQDd2UWSeKTjgFDoUmiVlxwJ4hXFaGLSgE6t57HOhw/nBYNdzDPHPpxnCbuYZ+4UH052eRmG6WnoD/PiudwbGhoOHDhw+PDhhOvMnj27rq5u3bp1b731Vk1NTU1NzZAPNwQZGRkHDhw4ePBgeXl5z/YvvvgCAHq9lmcY5kxYLKUCb1Zkn6qG++Y8j0RaHY4Kh6M84bYDp5FYY8Obbe0fRKMdAACALJairKwb+6sY7/Hsrqt/JRCojk+cQYh3OMrzRn3PaMwe+EEFwTx+/EOAhdaWd8PhphhRADBCIEl2hEW9LjUmuyjR8vLuKC5aeoYnOAQGQyYAKEqQ5019l6pqwOGoMBiyBrKrtU3qwQA9GKDjLUjEJ+4XcwG1RumnHrL6mPb0RdjM3gAxDMMwDMOMnDO9F8vJyd7L3hwAACAASURBVMnJybn++n6rNAmC8L3vfe973/veGR5oCK666qr33nvv008/veOOOzA+8eJIluUdO3YghBKm32MYZmgQ4kaNmqeoAa93r8mULwgnRrJQooUjjbLskaTk9LRrzuQQsuzdu29FONzocu/geR1CAtGibvd2v7/ak7aztOTeXpPA6+pfra9/xeXajrHE8wYAqihBl+tTr2f32LEP2u2TB35ogyGzYsqTtcdfPHToD6HQcYR5gTfxQhKPpWi0nRA5K+uG0aXLzuTshiw5+ZLk5Kluzx6dzoHQSZNTNC0Sjbos5hKHfcpp9xPRYGM73dVFxidh4eSXPek6FKMQVOl7HeSWjHM6voBhGIZhGIbp6UJ+mVJSUlJQUFBTU/PUU08tXboUIaSq6mOPPRYOh6dNm5aSkjLSHWSYC0pGxuxgsA4A3O4qjtdjrANKVDVIqZaWdtW4cSsGMty9P5TSzw8+0ti4XhCS7LbxGJ+YDKwofq93LwDodem5uXO713e5t9fVvez27DKbiwTBFh9+SCmJRNo6XJ/AF49WlP9ZkpIH3gGMhcKC/y819VtHj/7Z76+On6bFUWE05TrsFUVFiyVpZHJkmE35qSlXUkq7uvYbDbmCYAGEAGhM9oSCDQ7HlNzc27qfp5zCwQCRCbWJSEg0VDNFRFVeUmZhATzDMAzDMMxIOqMAnlIaDofP5zQw999/f2Vl5Xvvvbd169bs7Ozjx49Ho9HCwsKlS0dgpCvDXNgQQiUld1tt4xsa3giF6uONHKdLcV6elzdfFBOkjRw4t6fK7z/C80aLpbjnm3ZBsFgspW73Tg5LWVk3cF+mwa+ve8XtrrJYigXB2qOH2GDIAKp1dGxpaFhfVLRosN0wm/InTfxdIFgb8Fer+T8QRVuSZYxen3Ymp3bmiouXqmoIANzuKoQ5jHhNUwCIw1GRlXlDdvYtA9mJW6YAIPUTnuswBQCXzIoYMQzDMAzDjKShBPDBYPChhx7697//fejQoVAolJOTM2HChBUrVvSaan4+SE9Pf+yxx9asWbNnz56jR4/abLZvf/vbP/jBD1i6VIY5S1JTpqemTJdlbyzmwlg0GDIRGoaRPm7Xdre7ymwu7FssjeN0kmTXSMzj2eN0XgoAsZgrEKzleH3P6L2bTp8Wiba5PTuKoE8AP7CCl2ZTvtmUP5TTODswFseOXe5yfdrSusnvP6JpUZ43WpPGZWV9x2otG+BO4qE76ecCEEAAtL/wnmEYhmHOZx9//PGMGTMAwG63t7W19VcOad26dfPmzQOA0tLSQ4cOxRuPHDlSWlrad+WsrKySkpKFCxfefvvtZ97D/fv3v/TSS5s3b25qaorFYgUFBUVFRfPnz7/xxhtZFkOml0HfWG/fvv22225raGjobmloaGhoaNiwYcODDz7461//eli7NwysVuuyZSMzN5VhvrFE0SaKtmHcYSTaBgAcl3i8Dy8Y3e6q+DoAEI11AgCHExcww1jAWIjFXJQShDBQQo4c1mqq9W2tgJBqNKH0TDy2DDkGMcB+xCGEnM5L488vKNUQ4ga7hxw9AoCAmnipX6UAkGtg9xAMwzDM15jH49m8efOsWbMSLn3ttddOsW1SUlJ3LE0p9Xq9H3zwwQcffLBu3bq///3vQw6zZVletmzZ008/TQiJtwiCsH///v37969fv37ChAmvvPJKwicI56cdO3ZcdtllV1xxxebNm0e6LxeswQXwsizfcccd3dF7bm6uzWY7fPhwNBrVNO3hhx+ePHnyTTfddBb6yTAMM1AI4m+K+32dToHGa8bRaET74D3a2UEa6zlAlMOaRqD6EK6r4aZMxWP6fX2tqqGm5n+6XdtC4SZKicGQ7nBMzcr8jigmeOd/jg0hegeAfCPO1qMqL3HFIFk66S5Eo9AUgQobnu4Yyp4ZhmEYJhrt6Oz8NBxuIFTT61IdjnKzuegc9wFjTAhZt25dwgA+GAy+++678XUSbt7e3i5JUs+WLVu23HjjjW+//fazzz774x//eAhdUlV19uzZ8Vj3zjvvnDt37qRJkxwOR1NT04YNGx599NG9e/ded911n376aUZGxhD2f455PJ5bb71VluWR7sgFbnADIp988snq6moAmDJlyuHDh+vq6vbs2ePz+ZYvXx5/7LR06dL+PvQMwzBDptelAYCmhRIuVZWQw1Gh152oDanTpQEgtZ+ViRajVNXrMwCQ9sG/tN07aHsbSknVUtNQWgbOysY2O2mo03Z8RutqE+4hGDy+c+c9dXV/q6t/1eX+zOPZ0dCwvqHhjR077urqOjAcpzsyfpzLXWzHxyO0MUpjBACAAHjlE4Xlyq14ipW9gWcYhmEGh1K1pvaF7VWLampf+PzgI1988eiu3T/dtftn+w88pCi+c9mT0aNHJycnv/XWW9FotO/Sf/zjH5FI5Iorrhj4Dq+44oqf/vSnALBhw4ahdWnlypWbN2+2WCxvvfXW888/f8011yQnJyOEsrOzFy9evHPnzosuuqi+vr6/7F1+v3/jxo3do/1HFqX0+9//fn19/Uh35MI3uAD+3//+NwCYTKZ33nmnpKQk3iiK4sMPPxyf/tHW1naOi70zDPNN4Eie6nBURCKtlPZ+RKiRaCzm4bBks02It4hiktU6jmixL8vFnyQcbnLYy53OS2hdLe1sR6KEUlJB/PKZOkJgMuNkJ2ms13Z81ndzRfHvP1DZ3LIhEKyx2sbbbZNstolW24RgqK6t48MDn/86EmkZzjM/hy5Kwj8t4C+349YI3ecjO7rITi85GjoRvd9XdCFXLWEYhmHOkkOH/tDY+JbbvSMcarKYSyyWUqMxx9u1/+jRP+/d99+aFj5nPREE4bvf/a7f79+0aVPfpfHx87fddtug9jlq1CgAqKurG0J/2tvbf/e73wHAww8/PGfOnL4rOByOF154AQA2bNjQ0XHiluZvf/sbQuhPf/rT9u3bCwsLr7/++pdeeql7k717986fP3/cuHFms7miomLp0qVtbW099/nwww8jhB599NFex/r+97+PEOp+EjFz5kyEkM/n+/jjj6+++mqr1ZqdnX3zzTdv3Lixv9N55JFHNm7cOH78+CFcCmZQBhfAHz16FABuvfXW9PT0Xovuvvvu+D/27t07LD1jGIbp5rBXJFlKVTUUCBzVtFh3u6z4/L7DDseUnJxbef6rSe/5eXckJ18cCtWHwy2UaPFGosWCwdqY7JYkR3bWjVpdLWmsR5Yk6DtvTadHokRDQdrR3mtJQ+P61tZ/SVKy2VTA4RPpMDksmoyj9Pr0jo6Pj9f9bdhP/5y53IH/fJHw2Fjh9izuqmR8Qxq3rIBfUcyvKOZ1LIMdwzAMM0idrm0dnf/xdu1Lso4zGLMEMUkQLDpdmtU6ThCTQqGG43WvnMv+zJ07FwBeffXVXu2BQGDTpk2FhYUTJ04c1A7jgU9hYeEQOrNmzZpYLDZmzJglS5b0t86kSZPeeuuttWvX9hqX3t7ePnv27M7OTkmSHI4ThWyfeeaZadOmvfzyy9XV1U6nc9euXU899dRFF1300UcfDaF7ALB27dpvfetbXV1dCxcuLC8vf++992bPnv3QQw/1XfPDDz+srKycPn368uXLh3YsZuAG90altrYWALrfvffUnVzB4/GcebcYhmF6QgiNHfsLVQuHQg0u9w6e1yEkEC1KiOxwVKSlfTs399ae61ssJaNLf3L4yBOdnZ9EIs0cr6OEECo77OUOR8X4sl/xvFH1+wCASmLCceFIkgCA+n0oJbVne2fHJwDIYMjuu4lBlxGJtLtc2wmRMRaH7+zPqWQR3ZHN3ZHNprszDMMwZ6q19T23u8psLuZO/rOIAJuM+W73Tp43FuQvGFr2liGYPn16WlraP/7xj1Ao1LMS9ttvvx2NRufOnTvwXHQ+n2/t2rVPPPEExrj7ReagfPjhhwDwne98h+NOdfoJX87//ve/T09Pf/311y+//PL45rW1tf/1X/+lqupDDz1033336XQ6n8+3dOnSl19+ecGCBdXV1aI46DuTZcuW/exnP3vsscfiP+7atWvmzJmVlZXXXnvt1KlTu1draWm5/fbbk5OTX3311a1btw72KMxgDS6AV1UVAKzWBFmaEjYyDMMMF1G0TZr0+6bGt3S6lC/HxiOLpTg768Z49vVeUlKuMJkLGhvWuz07ZNkHAHp9ekrK5dlZN/K8CQCAEPgq410f8T/hmtazjRA5GuvkOAnjRBVoEBZ4Y3wdgz5z6KfKMAzDMBcEn+8wQpwoJPVdhLEgCGZVDYXDjUbjqHPTH4zxrbfe+uSTT/7zn/+Mv42Pi4+fnzt3bjjc75D+zMzM7vA+Go0Gg0EAsNlsf/zjH+M16gbryJEjADB69OghbBuJRN5+++2xY8d2t1RWViqK8qMf/eiXv/xlvCUpKelvf/vboUOH9uzZ8+yzz951112DPUpOTs5vf/vb7h8nT568YsWKe++9d+XKle+++268UVXVuXPnut3u999/Py0tbQjnwgwWm9PIMMzZ5PWQY9XE1QmaCno9TsvAhSVwchLXgeOwlJs7Nzd3riz7NC0iilaO051ifYM+s6TkHgDQtChCuPdbcaMJAEBVINEzaSrLCADM5p6NhCgAcMrJRxgA6InVGIZhGOabi1KiaWGE+QRT1QAAAGEBABQlcC57NXfu3CeffHLdunXdAbzP53vvvfdKS0vLysq2b9/e34Zut7tvI8/zra2tmqad+i16QvFhy3l5eb3aV61atXLlyl6NCxYs+Mtf/tL947Rp03pG7wDw8ccfA0Df4tl33333nXfe+dFHHw0hgF+wYAHGJ93z3HnnncuWLfvwww8JIfFFDz744CeffPLII48M7SkGMwRsUiPDMGcHpWTHZ8o765VN/9B2fqbt2al9+h9tx2fqm+tI45lmKBXFJL0+7dTRe08cp+s7ph1nZuPsXBrwJ9hAVSAaBUHAqSfl++B5I88bCIlBn1x6cRqJACBJ+jrVkGcYhmGYswEhzPNGStT+CrvGn3cLgjnh0rPkkksuyc7O3rhxo99/4gbg7bfflmW55wv5hKLRKO3B7/e/9dZbSUlJP//5z+fNmzeEnsTH8Dc3N/dq1+l01h56DvXvFk+e1y0WizU3N/M833em87hx4+DLedCDVVxc3KvFZDJlZGTIstzS0gIAf//733//+9/PmjXrwQcfHML+maFhATzDMGeFVrVNO7ifNjViqw2nZ+CMbJySRj1uraZa+3AzbR35VO2ouAQZTTQcol7vScnt5Rjt7EBZ2bhsAvR5oG63TaJUi8Q6++5Qlr1Ei1ksJSeG6J8F1NVBDuwlOz4je3aSpob+niMwDMMwzPnAYimlVItPZOuFEEVRAjxvSphW5uxBCN12222xWOztt9+Otwwt/7zZbJ4zZ86WLVvMZvMbb7yRMLP9qWVnZ8OXA+l7euCBB7w9PP/88323tdvtPX9sa2sjhCQnJ/cdCBBPPd7Y2DjY7gFAcnKCFxLxxubm5uPHj//whz/Mycn561//OvDcAcyZYwE8wzDDj3rc5NDntLkJUtPAbAFeAA6DJCG7A9ntpOG4tu0/I91HQLzAfesarrCEBv3Q2oK9HvB4aEcb6WhH6ZloVD5XNqHvVjk5tyYnXxwONcRiLtrjjYIidwWCtQ5HxajcoTyGPy3q61I3vq3+8y3lrdeVTf9Q/vl37f1N6huv0qah/ElmGIZhmHMgM2Omw1ERCtUTEuvZTikJBmsdjinp6Vefswx23eIvzOO56Lu6ujZv3jxu3LgxY8YMYVfp6enXXnstAHzyySeD3Xb69OkA8N577516td27d/dt7BUwp6WlYYxdLpd2cu4eAIjXnzvt7PSEachbW1v7NjY1NQFAenp6VVWVz+cLhUKXXnrp6C/dc889APDpp5/Gfzx48OCpj8sMwVDmwH/yySc83++Gp166cOHCIRyRYZivF1JzlDTWY6sN+nwbIIMJgkHq99HOduRMTbj5OYMcydx3bka7d2i1x0gshnkeYYxMJm7cBFwyOuGcPZMpr7h4KQB1uT7DuJkXzAhA1UKaGnE4KkaNmm+3Txr2fsajd3KsGgkCstoQx1NCiKsDGutpKMjPuAqNyh/2gzIMwzDMGXI4KlJTZwCA27NLr0vheTNCWFVD0WgHITGjcdRZeup9alOmTMnPz9+8ebPH43nnnXcGMn7+FPR6PQAMYQ78j370oyeeeGLbtm2vvvpqf4Pw48nqTrsrSZIyMzMbGxurq6t7ZcWLh9BFRUU9GyntPakhXiy8l/379/dqqaurc7vdkiRlZWXFW9xud9/sAOFw+PDhwwAQjUZP23lmsIYSwK9du3bt2rVDW8oCeIb5RvC4AQD0+sRLdXoAoG73iAfwAICMJu7yK9HUS4N1x3mdxFttyJIgWW5P6WlX6/UZx2tf8vkPdTeaTHl5o77ncJSfjU5qn24hx6qRyYJsthPdBkAmEw2HSGO9+ukWIS0DdAPNCMAwDMMw50xpyb2iaEeIo1Rzu6vijQ5HRXLytOKiuziun1uFs2zu3Lm/+c1v3nzzzfXr1wPArbfeetpNEopEIvEq6xMmJBi1d2rFxcX333//r3/965/85CeZmZmXX355rxU0TVu6dGnfMfYJXXHFFX/729/+93//9//+7/96tj/xxBMA0L3z+HvW+vqTshFt2bIlYQD//PPP/+pXvzKZvpoYGC8pN2PGDIzx3Llz+z74WL9+/S233HLVVVdt3rx5IN1mhoBloWcYZvhRRQYAQP1VaMOksR5PrjiXXToNnid2B5jNaGAZ8q1JYydOfFSWveFwEwWi16XrdClnqWvU7aLtbUgQu6P3bshgBDkGskyOH8Ojx52lDjAMwzDMkCHEFeQvyMqc7XJty0i/lhBFr0+3O8rNppEcOzZv3rzf/OY3Tz/99L59+yZMmNA399tA1NTULFu2rLGxccyYMddff313+x//+EdN06ZNm9azWHpCy5cvX79+/aFDh2bMmHHPPffcdNNNZWVlNputpaVl+/btlZWVBw4cmD59ejzD/KmtXLnytddee/bZZ/Pz83/yk58IghAMBu+6666dO3fm5OQsXrw4vlppaSkArF27dtGiRfGHDocPH164cKEkSbFYrNc+PR7PzJkzX3nllaysrHA4vHr16qeeegoAHnroocFcJ2aYDS6Aj88VYRiGOTWkNwAAqGrfJHAAAJqKs3NPrPN1Joo2UewdVA872tEGAMiQ+HIhvYE01uPcPGABPMMwDHO+kqTkzMwbRroXXxk/fnxpaenOnTthwOnretaBB4BIJBIKheLtf/3rX8UeJWnvu+++aDS6cuXK0wbwer1+y5Ytt99++/vvv//4448//vjj8cZIJAIAOp1u9erVS5YssfV5gt9XYWHhE088ce+99z7wwAOVlZU5OTk1NTWapjmdzjVr1ui+HKZ37bXXjh8/fv/+/eXl5VOmTIlGowcOHCgpKfn5z3/+8MMP99rnLbfc8sYbb2RnZ2dlZbW1tamqihBatWpVRcX59A7mm2dwAfyZzA9hGOabA6Vl4Oxc6vUkeKFNKYTDYLOjtPREm3690XCIVB+mbS0QjYIoImcKLipF1jML8qNR0liP7I6ECV5pPMsAm2PGMAzDMIMxb968eLn1AQbwvWZ6C4JQXl4+Y8aM5cuXW63WIXcjOTl58+bNmzZtWrt27datW9va2gRBKCgomDlz5pIlS+JV4letWhVPWX9qixcvnjp16urVq/ft29fQ0DBhwoTy8vLKysqeGex0Ot3mzZtXrVq1adOmPXv2pKam3n333atWrdqyZcu8efMyMjJ67nDZsmULFix47rnnqqqqnE5nRUXFokWLZs6cOeSTZYYFG0LPMMzwQ4VFaP8eEgqCICBTj/qulFK3i2oql5t3UvsFgRyr1j77hByv6dmIDx7gyibgSeUJU+INiCgBAJDEFeOQqlEAKvaucs8wDMMwTNz06dP7pm2rrKysrKzs1Th16tRea5aUlPTd9tQikcg999wjCMLAN7nuuuuuu+66/pb+4he/6P73/Pnz58+f39+aEydOfPnll099rJSUlD/96U+9GmfPnj179uy+K19//fU9Zwec1ne/+93BXi5msM5pAB+LxaSBzS9lGOZrDUk67vIZVJFJ/XEIh0CnB8yBqkA4RDWNG1PGTb10pPs4zGhdrbb1Y9JYj80WMBqB4ykhKBIm8TJvCOFJQ8xvh5KdODuXdrSB2ZLguNEIzs5FzrM1A59hGIZhmMFqbm6eNm3aSPeCuTCdizrwiqK8++67CxYsSE0d+YzTDMOcGygrh7/uBjx+IkpJQ5Yk6nUjqw1lZPFXfIu//sZ+E9R/PVFNVbd/ShrrscMJVhsIImCMeB7MFpyaRpoatQP7qN83tJ2jlFRktdFYDAKB3stiMRrwI47n8osSbcowDMMwzLn24IMPHjhwYM6cOSPdEebCdBbfwGua9tFHH61bt279+vUej+fsHYhhmPMTSkkVvvNd6uqkbhc3uQKMRpSajoym02/5dUNbmiESRjp9ggcTgoAsFtJwnByv4S4aUol4hLiLL4dAQKurATmKDSbgeUo0iERoMICzctCkKWA6r69qmCj7Am2tcgAjlCGax5vSdJhN4GIYhmEuTGVlZffff7/RaBzpjjAXpuG/haKUfvLJJ+vWrXv99dc7Ojp6LuIS5qNmGOYChhByplzwA7yp10Ma65HNnnAp0umpr4t63AmXDgRKTeOuug7+8+944fd4I87ORY5kbvJUPOb8zT9PgL7W8fmbnV9EiVrlbwaACkummZfmpZTNdhQjGGpeAIZhGIY5X51ijjrDnLnhDOC3b9++bt261157rbm5+aRj8PyVV155yy233HTTTcN4OIZhmPOFogCcou49AgBQ5DM5AkrP4L87j9TV4NYWCIdBklCyE+cXnc+TESjA7xq2fuKr3xlotvP6XF0SIDgWcXuVSECNNUV9SzJZHRqGYRiGOe+8++67I90Fpl/DEMDv2bPn1VdfXbduXX19fc92QRCuuuqqW265Zc6cOQ6H48wPxDAMc346UaRdUxMv1lQAQPozHkrHcbigGAqKz3Q/58pH/rpPfPX7gm3jjKndY+ZTBVNYlPcEWgFgsjmjwpI1on1kGIZhGIb5Ohl6AP/555+vW7du3bp1R48e7dkuCIKiKADw2muv3XjjjWfaQYZhmPMejte9b2sBS1LfpTQYxNm5KD2j76IL2z+9R6v8zWNNKb1mvBs4MU9vq/I3v+06zAJ4hmEYhmGYgRt0AF9dXb1u3bpXX331iy++6NkuSdI111zz/7N354FRFGnDwJ+nuufOJJM7IReBcEXCIaesEBRcUERwQS7X23V1d3X3874AV99XV3d9XY9dZdldFQ9AQAUvFFHAk0O5byGZTE6SSSYzkzm7q74/GkJIJpCEXODz+wu6q6qrm5CZp6vqqZkzZ1511VWxsbEA0KrNDwkh5BwWG8d6pCsOOzirMC6+4Zbvwl0r/D4WZWXZvbuwg53Po4YcIbeJyRYW4bPAJht1jO3zVaqCS80tPSCEEEIIIadqXQA/dOjQHTt2NDxiMpkmT548c+bMK6+8Mjo6wh7FhBDyc8B+MU6qdakH9opgAM1mZDJwLgJ+EQ5J2TnSuEvhZ5bFs1YNAoBeavZTRo+SKrhbDcbK3XcZPyGEEEJIt9K6AL4+ejebzVdccYUWt9MeCYQQgpYo+cqrITFJFB4FAO6ws4wsBBtLTpFGX9xcgvrzmEmSAUAVvLkCiuAAYI40Pk8IIYQQQiJq4xr4/Pz8efPmXXHFFQaDoX07RAgh5yqTSR4/EerqeHkpC/hRb8DEJLTFdnW3ukasZIyW9HVKMCy4rskk+QBXglxNN0QbaEN4QgghhJAWa903J1mWFUUBgE8++eSTTz6JiYmZOXPmvHnzxo8fzxgtYiSEEACLhfXu09Wd6HoMcFx0Vh2oh/3OHFNcwy3fOYjCQM3I6LQJsT+vvACEEEIIIWepdVF3WVnZP//5z7FjxyIiANTW1v7nP/+ZMGFCenr63XffvW3bto7pJCGEdApfnaiqFK4a4M1O/CYtNyNuQIo+qiYc2F9XWaP4Q0INCcUZ9u2rO+ZWQr1McVPj+3V1HwkhhBBCziWtG4FPSEi444477rjjjuLi4uXLly9duvSHH34AgLKysueee+65557r06fPvHnzOqarhBDSMYQQhw8af9gCAb+iTSaSZZbTVxoyHIzGru7cOczCdP/Ta2KUpP/JX73FXVJ/fGR0Wp4l+b7Mi/Xs55XYjxBCCCHkLLVx8WF6evo999xzzz33HD58eNmyZUuXLt2/fz8AHD58+M9//rNW5tVXX42Kiho7dizNrieEdF9CqBvXqwVH5KJC0BuEToec81CQFxwR9kJp0pQWLWJXVQiFhE5GmVKynSJJZ3k25/Lvaos2u4vLQl4AkW6IGROTMczao+GkekIIIYQQ0hJnmz2oT58+8+fPnz9//s6dO5cuXbp8+fLCwkLt1KpVq1atWpWamjpz5szZs2ePGTMGkb6uEUK6F3XXdl54FMpLeUKiZDIjYwDAOBc1Neqh/SDL8vRrTrMDHHfY+d7doqIcVEXUeUEAWCwsMQnjEjCnD0vp0Ym30k0hwJiYzDExmV3dEUIIIYSQc167jY0PHjz4L3/5S0FBwbfffnvnnXcmJydrx8vKyl588cWLL744MzPz7rvvbq/LEULI2RNKmO/eIYodkJgkdPqTJxjDuDgwmYTHzY8cbqayUL/7Sl3/qbr1O15UwAuO8PIyUeoQRw6rW79TvvhUXfuhsuFzUJTOuRdCCCGEEHLea//J7RdddNELL7xQUlLy+eef33LLLbGxx2efFhcXP/fcc+1+OUIIabvyMlAUMJlAajIdCZFZo7nDzovtEavyPTv5wf28tJjZYgEQuIoSA6MRJAYqB0niFYs5agAAIABJREFUpcWi8KiyaX2H3wUhhBBCCPl56KjV6ZIkTZgw4d///nd5efmaNWvmzp1rsVg66FqEENI2wusFANDrI5/WxuS1Mo0qhkPqzh95cRFLShF+H/h9IOtApwdJBr1BMAacM1ucKCsVRXZRXNRxt0AIIYQQQn4+znYN/Bnp9fqpU6dOnTrV5/OtWbOmoy9HCCGtoCXmEOJ0ZSKl4RSlJaAoaLIAgAgGgTGQT/46RVkGv18EA2CzcYedHzkspdMKcEIIIYQQcrY6Lz+82WyeM2dOp12OEELOCKNjAECEgpFPB4MAgNboCKc8bu6wg0EvwiGAJkG+9tdwWNuFTlQ727HPhBBCCCHkZ6t1I/CrV68+y+tNmzbtLFsghJD2gikpYDSC3w/aKHoDQnBwu1hGFvbs1bSiOD5oj8BPN3qPyAQAhMMNm/UHylTFr9fbDIaE9rgJQgghhBDyc9G6AH769OlneT1x+qmqhBDSmZBJw0dBIMBLijAqGuoH20MhdNXwUIglJbPMnk3rsSgry8gS1dVoNgtoPAkfORcAIEtCS0FvNgOAqvoKCpeWl69XlOOL6o3GlIz0aWlpVwDtiE4IIYQQQlqgw9fAE0JId8Zy+oHXKwCYvQDdbqHTCa6CqrKMLCk+Qbr0l8fXyTfSIw0kCXx1YLUCInAVhKgvKbTM9kazlgCPpaYFAsd27HwkEKhwVm/TSRaUdFwNOqu3BgLl1TU/DLzgYUT6bUwIIYQQQs6gjV8ZjUbjpEmTrr766vT09PbtECGEdDI2ZJiU0iO4bbO+uopxjgAYn8B692X9cyNmsAMANBhZbh5XVVFWgkaTEAKCwePZ7MNh4Bz1ehBCeN0suzfrn7t37/ySkg/0+thY22DGdFojquKrce0GgCNHX8/pfUtn3S4hhBBCCDlXtS6Av/7669esWeNyuQKBwOrVq9esWXPRRRfNmDFjxowZWVlZHdRFQgjpaJiUHBx9sd5q1TEESW4ubm9IGjoc3LUcgDvsGA5zRPTVASAYDCjLQgiormIZWfIv8iv9uz3eIzo5ymrNOTlbXlGYJxATjKkq/gpKy9IKYw05Q1lmz8gD/oQQQgghhLQ2gH/99dfD4fD69etXrVq1evXqysrKb7/99ttvv73nnnuGDx8+c+bMGTNm5OTkdFBfCSGkw+ma2RO+Kcak8RPxyCHcs0vUVDNXDdR5BSJarBgdgwzRFiuN+gWm9nAe/Mjp3GKNOhm9izov1FQLnw8AjDo9D9c6S95NdlSJ9Exp/MSGO9IRQgghhBBSr9VfE3U63eTJkydPnvzKK69s2rRp1apV7733Xmlp6bZt27Zt2/bggw8OHjx4xowZM2fOHDBgQEf0mBBCugtEltOP5fSDQEDUeQFRuGvB7wNZh3FxGJegDacHAscAQJLNx2v5/aK6GgI+0OlAkhhTqnUVIZRFWSkHgI3rpQmTuu6WCCGEEEJI99X2feAlSbrkkkteeuml4uLib7755u677+7ZsycA7Ny5c8GCBbm5ubm5uQsWLNi5c2e7dZYQQronoxHjEzAunvXsxQYMZH36YXxi/WR4RAYN9uAQrmrw+0CnB1kGRBQAAKg3YHKKKC/lDjsvcXTRbRBCCCHnoY0bNyIiIsbHx4cb7O3ayPLly7ViDYchDx48iJFkZGRMnDhx6dKlZ9+9DRs2zJo1a/DgwVFRUenp6fn5+ffff39lZWWjYrW1tdql7XZ7xHacTqdWoKSkpM1VSPfX9gC+HiKOGTPm2WefLSgo2LZt20MPPdS3b18A2L9//xNPPDFkyJA+ffo8+OCD27ZtO/trEULIOcds6gEAqloHABAKCkUBxkCStLMKBONET6OwAWMQHcMddlFwpAt7SwghhJyvqqur161b19zZd9555zR1Y2JibCfExMTU1NSsX79+3rx506dPb/M+2YqizJw585JLLlmxYsXevXvj4uJqa2s3bdr017/+tVevXm+99VbbmiXnt3YI4BsaNmzYk08+efDgwd27dz/22GN5eXkA8NNPPz399NMjRozQhugJIeRnJTFxTHz8SL+vVAhVaC/+T0TvKoSCWCeBziYyAAANRgAQta6u6ywhhBDS/jxK8Iuao6+Vbf9v+Y8fOQ+Vh7yd3wfGGAAsX7484lmv1/vJJ5+w5rPYVlRU1Jzgcrm8Xu/GjRtjY2NXr169ePHitnVp/vz5q1atSkhIeO2113w+X1FRkcfjOXLkyM033+z1en/zm9/s2bOnbS2T81g7B/D1Bg4cuHDhwl27dh06dOiuu+7S/jM0N3mDEELOYzbboLi4YSoP1LoPKKqv/ngI6jxYESeystQRMugBQJt1LxSlq7pKCCGEtC8BsLJy7y0H3/978XcPHl338JHPF5Vu/e3B1c8Xf+dTm53N3hEGDBiQkJDw/vvvBwKBpmc/+OADv98/bty4ljc4bty4u+++GwA++uijNvTH5/P99a9/BYCVK1fecMMNev3xNLq9evX6z3/+8+tf/9rv9z/99NNtaJmc3zoqgAeA0tLSF1988dZbb33ppZc45x13IUII6eYuyL2vV/YNtpgLagNHXOhwS2XVWOTFSpvISOODevAhx8spCgCgxdKVfSWEEELazyslW5aU7/jaZS8IuHqbYnPMscVB94/esvU1RxcUrA/yzntnrdPpZsyY4Xa7165d2/SsNn9+1qxZrWpTm19cWFjYhv7s2LFDVdUePXrk5+c3PXvLLbdoZdrQMjm/tf9mRcXFxe++++6KFSu++eab+gUhVqv1yiuvnDlzZrtfjhBCuj9JMg8Z8mRp2WdWc3btwY0Q9DFDlA3S0vgQm8io3xteeD0sI4ulZXRpZwkhhJD2sd1b9kn14e2esgssySbpeNwRJ0OKLmp/XSUArKzce23y4E7rz+zZsxctWrRs2bLp06c3PO7xeNauXZuTkzN06NBWNagF2G3bRbuqqgoAgsGgqqrSibV19UaNGvX+++83PU5IuwXwDodj1apVK1as+O677+rj9ujo6KuuumrmzJmTJk0yGo3tdS1CCDnnIEppPS5P63G5Ir4J7/9RKq3B+ESQ6z+YBdTWijovpmWwnH5d2VFCCCGknXxUdXCLuyTHFFcfvWtkxnqbY7d6SmJk49zkQaz+TXYHy8/PT0lJ+eCDD+rq6iwN5rutXr06EAjMnj0bsaU9qa2tffPNN1944QXG2J133tmGzuTm5gKA0+m84447nnvuOcup8+9MJtO0adPa0Cw5751tAG+327W4ffPmzfVxu81mu+qqq6655prLLrvMYDCcdScJIeT8IQ8bDc5qIQy8uAiMRibrBFchEBSqwrJ7y5deBjpdS9oRShhcNaAoYDJjjK2ju00IIYS01n5/FUOM1ZugSZp2PcpWpq9VAo5AbZaxkz7FGGPXXHPNiy+++OGHH86ePbv+uDZ/fvbs2T6fr7m6aWlp9eF9IBDwer0AEBsb+9JLL40fP74NncnJyfn1r3/95ptvLl68ePny5VOnTp08efKECRNSU1NPX3Ho0KERR+ZPs2a5DVVIt9XGAL6wsHDlypUrVqzYsmVL/cG4uLhp06Zdc801EydO1LXsCyghhPzsSJI8aQrftR10egiHAABBG6DPYCNGtyQUF16P+sMWUVgA4vjnLkZZ2cDBrN8AaPHQASGEENKhOAivEtIxhs1ssqZnEgC41WBn9mr27Nkvvvji8uXL6wP42traTz/9tH///nl5eZs3b26uotPpbHpQluWysrKIc+Bb4tVXX83IyHj55ZddLtdbb72l7Rt3wQUXTJw48dprrx0xYkTEWjU1Na29UBuqkG6rdQH80aNHtbi94abuCQkJ06dPnzlz5oQJE2S5/RfVE0LI+YYxNmQYyxsinFXgqxOyzOITwWRqSVVRVams+5j/dAgYQ4MRGINwmBcXCa9HlJVI+ROg+S1wCCGEkE7DAI1MVpof41UEBwAL69RhvzFjxmRkZHz88cdutzs6OhoAVq9eHQqFGg7IRxQIBBrOLPZ4PF988cW999577733fv/99ytWrGhDZ2RZfvLJJxcsWLB+/fr169d//vnnu3fv3rt37969e59//vkJEyYsW7YsISGhUa3CwsKsrKymrTmdzqaF21yFdFuti7d79+5d/+ekpKSrr7565syZl1xyCeVXIISQVpMkTEoGaM3KP0VRvviU/3QIrdEYY6sfb8dQSJSVcADcvYMNvrBDeksIIYS0Ul9z/EZXoVsJRsuNF9UqnHvUkInpMowxndklRJw1a9azzz67evXq6667Dtqaf95qtU6bNm3kyJH9+vVbuXLl2rVrJ0+e3LYuGY3GKVOmTJkyBQAqKir27t0rSdJ77733/PPPT548ecuWLafZnZ78DLVxwNxgMPTq1Ut7P/TnP/+55RW/+uqrtl2REEIIP3wAfD40W9AWe8oJvR4Sk0WxQ9Xp2MDB0M1eqoryMm4vAHctCAHR0ZiRxXqkt3y2fyBYGQ67DfpYvT6uQ/tJCCGkfV0W23unt3xXXcUAKVGHJ6NQgVAYdKlCXBKbrcPO/syaM2fOs88+u2zZsuuuu87lcq1bt27gwIFaSrnWSk1NnTRp0sqVK7/++uvWBvBjx47dtm3bhx9+OGHChPqDycnJycnJAJCfn79jx46NGzd+8MEHlM2ONNTGAD4YDH7//fft2xVCCCGnJxxF3GFnySlNT6EsC6MRwmFeXtqNNqILBtWvvuTFRdxhrz/GMrJ4Sqo8bgKYzaepynnI4XivtGxtMHh82aHJlJKWdmVajynY6d/2CCGEtMFYW9amWjsAbPeUpRiirJKBIdapoYpQnU8NT0vof23yoM7v1fDhw3v16rVu3brq6uo1a9a0ZP78aZhMJgBow3zk/v37f/3111u2bGkYwDekzfB3uVxt7hs5L7UugB8yZEgH9YMQQsgZiTovAIBOH/Es6vUAAFqZ7kBVlS8/U7dvQ50OY+PQYAQAEQry8jJw2CEQkKZMw2buJax4du6c7/UedTq3yrKZMZ3KQ87qrX5/eVXV5ry8BRKjLU4IIaS7Q8D7My9+pWQrAm52F9cfHxmdlmtJuidjjFXqml/ms2fPfuqpp959991Vq1YBwDXXXNO2dvx+/4YNG6BNUdKoUaP+/e9/P/PMM9dee21mZmajsyUlJV9//TUA9O3bt219I+er1gXw27dv76B+EEIIOTNtFZwQkeefa3t5su4yOo2HD4iqSjQYIDEJT8ycRJ0OzRburBSuGr5rhzRsZMS6+/c/a7cv0+mibbZB0omvd6rqd9XuBYDDh1/p3++PnXMXhBBCzoYepbvSR09L6P91rd0eqFUFTzFEjbSmD46KMJus08yZM+epp55atGjRzp07hwwZ0q9fvzY0cuTIkT/96U8OhyM3N1dbwa556aWXVFUdPXr0qFGjTlP9pptuWrJkyVdffTV8+PD58+dPnTo1IyNDkiSn07l27drHH3+8pqZmypQpo0ePbkPfyHmMksYTQsi5Q9tkLhQEY4SU9SIYRIDusyc8Hv2JO+wsNQ3w1Ow7iBgbz4uLwGSOGMC73Qeqq3+UmNEa3RfhZF1JMkVb+9XUbAfArMxrTKYeHX0LhBBC2kWW0dZpm723xKBBg/r376/tq9XC9HUN94EHAL/fX1dXpx1/44039PqTE8ruu+++QCDw2GOPnT6AlyTp7bff/tWvfrV169a77rrrrrvu0ul0jLFg8Pi+evn5+W+99RbSBrHkVJTSkBBCzhmsZy+WkSVqXccH2xvy+0UwgFFWTEzqiq41oarorkVZB5G2F0VJQp0O/D4RacJ/lXOL07nFaErBJh9SjMlGQxKAcFZva1qREEIIaaE5c+Zof2hhAO90OqsaCIVCI0aMuO+++/bs2XPhhW3c/yU9PX3Lli3vvffe9OnTBw0aZDAYrFbr8OHD58yZs379+g0bNsTEdGqKfnJOoBF4Qgg5Z7CevXhSMnfYobICbXGgve/nAuo8vNbFMnuyEd1mol04BACNx94b0qb6h0JgaXwm4K8AAEmOnOKOyWanc0ta2pXt0k1CCCHnvfz8fNHkxffChQsXLlzY6OCoUaMalezXr1/Tuqfn9/u14fQWlp8+ffr06dPPWCwmJub0PYmPj29UoA1VSPfXugA+NTW15YWjo6N79ux5xRVX3HLLLVFRUa3sGCGEkAikS38JQojKY9xhRyYJBqBwAMGysqXho1lWdld38ASDARCBK82u2FcUAABThLUAJxbMR/5KgUIAQNPBeUIIIaSbKCkpobXrpIO0LoAvLy9vVeFDhw599tlnzzzzzNKlS8eNG9fKvhFCCGkMjSb5iqv4oYOYlCycVaiqYDKztHR2wSCM7U7bpCMTCYmixIHBIBiNjc+GgkIJsxgbRlrMbzKlAoASrtPJ1qZnw2pdfPxIrQwhhBDS3Tz44IO7d+9esmRJV3eEnJ86ahs5IURJSUlVVRUAlJaWTpo0afPmzYMGdcFOj4QQcr5BxvoNYP0GdHU/zqTvAFbtFKUlmJTccCW8UBVwVrGMLJabF7FeQsLohIRR1dXbDcYEhqd8TnEeCgYqoyw9ExJOlxmIEEII6Sp5eXn333+/xdJkhRgh7aFjt5Gz2+0PPfTQ0qVLA4HA/fffv3bt2lZVJ4QQcu7iGVms8hgH4MVFaLKA0QggIBwSXi9Lz8TMLNa3f8SKUVG9khLHCSFcrj1RUT1l+fgirLDirvMWxMVdmJ4+1WBI6MRbIYQQQlrq2muv7eoukPNZxyaxy8rKevvtt5OTk//+979/+umnn3/++cSJEzv0ioQQQroP6eJ8iI4GWQZF4Q47ALCMLBafxHIHsqHDI6+NBwCAvv3+EAq5AMDp3MKYnjEd5yHOw/HxI5MSL+6VfUPn3QMhhBBCSLfRGVnoFy5c+Prrr9fU1Lz//vsUwBNCyM8IojT4QtY/V5SWSLUuIQRaozE9I+LS94YkZhg8+PGy8s9LSz/xeI4ACEQp2to3Le3KpKSxndN3QgghhJDupjMCeJvNdvnll7/99tuHDh3qhMsRQgjpVtBgxOzebaiXmnJZasplnIdU1S9JZgaScFaJIjvodRgbDwZD+/eVEEIIIaQb66R94HNycgCAAnhCCDlXCSH8PlBVNFtAkjrzyozpGcrqrh3Kvj0iGDh+FJFl9pRGXAS0TSkhhBBCfjY6KYBPSEgAgMrKys65HCGEkHYTCKi7tvOjhyEQAABgDJNTpLyh2COtkzqgqsq6j0V5GXcUMaNRSDIIDoGAUlTIy0rkX07BhMRO6gkhhBBCSJfqpAC+qKgIALKzszvncoQQQtqFcNUon33ED+4HQNTrAVEoYbAXiPIyKW8Iu3BEJ/RB3bZZlJeJijLs0QMkWUt8JwTH2lp+5LD65Tr5V7M7eVIAIYQQQkiX6KQAfs+ePQDQp0+fzrkcIYSQdqAo6udr+cH9aLGgLQ4YAwAEEH4fLy4CISDGxnp38C/2YJAf2MdLHCylR8MoHZGBLRZURdR5+U+HWL8BHdsNQgghhJBugHXCNfbs2fPpp58CQL9+/TrhcoQQQtoFP7RfeD1oNmNsvBa9a9BkZgmJvLhI/XFLR/dBlJWA4GhqZuF9lJU77KLE0dHdIIQQQgjpDjp8BL6srOyWW24RQuj1+t/+9rcdfTlCCCHtRRTZucPOklMibNhuMDK9AerqRFUlJiSKaic/tF+Ul4lgEGRZZ41Ws3PA1A6L5HmdlzvszBYX8SzKOgEgfHVnfyFCCCGEkO6vdQH85s2bW1hSCFFaWvrDDz/85z//qaioAIDf//73tAaeEELOIcLjBgDQ6SOf1usBQHg9orhI3fEDd9hPVAOD4Kq9gOXmwZixgCiqKoW9QLhrAQCs0SyzJyYl89JifnC/OFaB4TAYDJicynIvwISkRhdBSWYZWcLjbvIKAQBACAEADWcHEEIIIYScx1oXwI8ePbptl8nLy5s/f37b6hJCCOm2eMERYS8QxQ4WGwdmCzDGwwqv80jlZcCYajCA18MLj54M7wFYeqYQHAXyUgcAAkMQAg7sZQU/SQMHs2EjG7aPMTYAgEAArNERLh8MAgDaYjv0HgkhhBBCuokOn0IvSdJNN930zDPPxMbSFyxCCDmXoBYzKyHQGZqeFaEQchUKjojSEkxK1gbkAQAkJswW1WCQSotVp1MEfKCTWWwcyLKoqwOfjx8+AJwLxiA+icXGAmPAhfB7jyfGMxjZwEEnL2M2iXCY13lRktBiQYPx5CnOwe1iGVmY3bsDnwIhhBBCSLfRugD+0UcfbXnhqKiozMzMiRMnJibSDr2EEHLuwayerLxUVFVifELjZfDBgAgFEVAggsVyMnqvJ8kg60TQD4xhSg8IBrmzCjgHv09wjkKAysFZyV1OMBhRrweTmSUk8eIilHWsTz8wGMDvU779ShQXYTiEoRAcKxcGIxiNGBcPegMEAsJVg6lpLLMnS+2sHekJIYQQQrpU6wL4J554ooP6QQghpLthfQfwvbu5ww7VTrDF4ok88MJXJ2qqWXomJiarP25h8fVvaYVQOWjr0gFQUaDOi/GJGFZEVSX4fVpUj6EgIAIXoKqgKhBWBGMQDApZh0azUMK82I6paerHa9T9e1CS0WzBuDjh8WIwIIIB4fWCXg+MsYwsTM9g4y7pimdDCCGEENIFOmkfeEIIIeceSZImTgYh1AN7we8DnR4QIRwWXGWZPdngC8HnAwDBEEMh4a4VAT8IAQIYojAZQVUEIDImXDXC5wOdDmQZgsHjET4iIAhgyBjIOhEKot8PRhMvqmMuFy8sUPfvQbMF4uIAGQJgTKzwetDjFoEAGgxsyDDW/wKWlR0hQz4hhBBCyHmKAnhCCCHNQlusdNWvMLuXOPKT8PsAAJCx1FRp0FBM6aHu/BEAwOPhgQBoZxkTAIyr4K8TACgEIIpgEBBBlgEAONcaBhAAiAjAVeAM9QYBIeAqCCHqvMJhR1nGuPiT8blOh7FxEBsHNdUYG8fSs1jPXp3/QAghhBBCuhAF8IQQQk4HDUZp+GgYPlr4fahyYTKidPyzg6WmYVKyKLKjAKHXAZMBAQUAV4WiYDgsEJBJAAKkEzu9nZhgDwIAAYABqCAEIDCdTgT8AhkGgwIATeaIo+tosXCHHdMzT8l1RwghhBDyM0B75xJCCGkRNJkhKqo+egcATEoGJQyqIhBAkuFEuC20wBsBAUXAr5UFAC1QB8CTfzheRRyvxQWaTGCJ4g67kCO/YhZaB/z+DrhFQgghhJBujQJ4QgghbSR8dWiyoKwDISDgh3AIwmEIhyAYRK6C0QSMQZ0XhDgxcx6OR/Ja9F4f8SOCEBAKghBoNEFMDMvIalDlFMg5AGDTvPeEEEIIIec7mkJPCCGkrTxuYAxsNmRM+HzHp8cLAJ1QjUZmi2PFDtDrwe8XXAGFIaAQAlAAoACBwIEDCAAhIBgAowkEYEoKS07hABDwQ3RMhIv6/QCA8QmdeqeEEEIIId0ABfCEEELaSBzPJy9hXDzaOISCQuUCQWUSMAaSJAx6tEZDjA1c1VDnFYyBJEGYC70MiBBWQXCQJTAYkUmgkwUAy+iJ8YkYY+MOO3g9GGUFzkEJAwBIMgjOPbUssyfr3adr750QQgghpPNRAE8IIaSNMMoKABAOAQAwBkYTAgjOQVEAAFQFhGAZWfIvpyifrObFDlHtRFkGZKiEBWOACEYzRseg2SzCinBVs6xsadBQQGRjxgqPmxcehWqnqF8wryqgCpaezgYOhti4LrxxQgghhJAuQQE8IYSQNsIoK8bFc4cd/X4wmRqf9nhACMzIAotFnjmP79ut7t4Bfr9wuYSnFvx+0OnQbAYhRHW1UMIss6c0ZqwWmbPkVJE7UBQ7hNcDXD2xWl4Ak0QohJLU2bdKCCGEENINUABPCCGk7aShI0RNNS8uwtg4NFuOHxUCvW6sq5P69JcGDtaOsdw81v8CUe0Er4cfKxeFBcJXV98OS0ySho/C5NTjf/e4+f69QlEwNhYYA0UFhqAzgMREba264weMT8SMzE69VUIIIYSQrkZZ6AkhhLQdZmRKw0aytAzhrBKlxVB5DCqPSRXlzOvlPXtJl/4SjMaTpRnDhETs2UsaOUaeda189Sxp4mTpssvla+bJU6afjN4B1N07eOFRZrNhYjLGJ2JyCiYmo82G1miMT+AOu7rzhy64W0IIIeegjRs3IiIixsfHh8Ph5ootX75cKzZgwID6gwcPHsRIMjIyJk6cuHTp0rZ1af78+RGbbSQ1NfXMbTXjsssuQ8Qffujij8tFixYh4kMPPdS13ahXUVExa9asuLi42NhYn8/X7u1rP0W/+c1v2r3lehTAE0IIOSts4GB58lR55BhMz4TEJEhMUtIzQheN5ZOnYnLKaSpijI2lZ7K0DLRENTrFHUUACFZrhFomE+p0oqpS+Nv/c5cQQsh5rLq6et26dc2dfeedd05TNyYmxnZCTExMTU3N+vXr582bN3369OMpXVvDaDTaTsUYAwCLxdLwYHR0dGtbJg3dcccdjd7I/O53v1uxYoUsy8OGDWOM2e127V3J6tWru7CfrUJT6AkhhJwtTEmVUqZI4bDw1YUVJaByYMzUdFV8C3EOAT9KEmAzb5llHQBAnRdM5jZeghBCSCcKcdjl5g6/UAWmGGBQDEbL2Ml9YIxxzpcvX37FFVc0Pev1ej/55BOtTMTqFRUVBoOh4ZFNmzZNnz599erVixcvvu2221rVmUceeeSRRx5peCQ7O7uwsHD58uVTpkxpVVOkVb7++msA2LlzZ8PZDQkJCUlJSV3XqdahAJ4QQkg70ekwxgahELjdZ9UOIgAIEM19uTt+qrnwnhBCSHfy6TH1zWJeGxZbajgAjIxleoZTktmv0yVdJ/4iHzBgQEVFxfvvvx8IBIwNl3cBAMAHH3zg9/vHjx+/YcOGFjY4bty4u+++e/78+R999FFrA3jSOWbL+vfhAAAgAElEQVTMmJGTkxMXd3LnmlAoBAD10XtcXNyXX345duxY6dzJj0vffgghhHQziGiNBs5BVSMXCIWAMbTSxEJCCOnu3ixW/1Ggfl6pHq4TmWbW04yFPviuWn2vTH38YFhp9dzzttPpdDNmzHC73WvXrm16Vps/P2vWrFa12bNnTwAoLCxsh/41b8eOHddee+3AgQOtVuvIkSN/97vflZeXt7z6Z599Nn78+JiYmB49ekydOnXVqlVNy1RUVNx5552jRo2Kiorq3bv3jTfeuGfPnha2/913382bN69Pnz7R0dHDhw9/6qmnAoHAacpzzt95551LLrkkIyPDaDRmZWVdfvnlH374YaNiVVVVDzzwwJAhQ6xWa2pqan5+/rvvvtvaMhUVFffee++PP/4IAHfeeSciulwuANCmzdfV1Vmt1uuuu06W5dra2jY8kDfeeOOKK65ITEzs06fP9ddfv3PnzhY+tLNBATwhhJBuB7OyWXqmcLkinPO4QVUxNQ30+k7vFyGEkFbY7xErStUfXXxAFPaxYIoBkgzY0wx50bjHzXe6xeqyZl7UdozZs2cDwLJlyxod93g8a9euzcnJGTp0aKsa3LFjBwDk5OS0Vw+b+te//jV69Oi333770KFDiYmJP/zww8svvzx48OAWzhR44403Jk+evHHjRovFUlFR8eGHH86cOfNPf/pTwzKbNm0aMmTISy+99OOPPyYnJzscjtdff33YsGGnTwqg+cc//pGfn7906dLy8vL4+Pjt27c//PDDF198sTbQHdEDDzwwe/bsDRs2BIPB7Oxsl8u1du3aqVOnvvzyy/VlysrKBg0a9Mwzzxw4cCA1NVVV1U2bNs2YMePpp59uVZmGLrrooltvvVWv1wPArbfeeuutt8py5NnoLXkgnPObbrrp+uuv/+STT9xut8vleuONN8aNG/fll1+e8aGdJQrgCSGEdDvSwMFgMgufV1Q7QTnx9Y5zUevirhrWs5d04Yjm6gpnFf/pED98kJeVgKJ0Uo8JIYQ0saZc3VzNM00YdeqKdz3DHAvb6uJrytVOHIOH/Pz8lJSUDz74oK6uruHx1atXBwKB2bNnI7Z0ZX5tbe0//vGPF154gTF25513dkBnAQCOHj36hz/8IRQKPf744263++jRo9XV1fPmzTt27NiNN954miC53vPPPz9hwoTy8vLS0tKamppHH31UO1ifzM/n882ZM6e8vPy+++5zu91Hjhxxu90PP/xwKBS6/vrrjx49eprGd+/efddddzHG3njjDZfLVVBQcODAgdzc3B9++OHJJ5+MWOXw4cN/+9vfjEbjRx99dOzYsf379zudzmeffRYA/vKXv9QXe/jhh8vKyqZPn15WVnbo0KFjx47997//BYD58+f7/f6Wl2lo3rx5ixcvNpvNALB48eLFixc3SmrQqgfy1ltvvfbaa3q9ftGiRW63u7Kycvv27UlJSYsWLTrtP0g7oACeEEJI92MwyBMnS/0vwLh4XlbMS4t5WSkvcQh3LcvuLedPxPiEppV4cZHy3jvKB++qX29Qv9mofvpR+J031V3boZmMRIQQQjrUbrdgiHGR5ksZJYiSsCYMxf7OC+EZY9dcc43P52s0YVsbWdXG55uTlpaWeILVarXZbH/4wx+ioqLeeOON8ePHd1CHFy5cGA6Hb7311vnz52vr9mNiYt56662hQ4fa7fbFixefsQXthUVycjIAREdHP/HEE7/73e8AYMGCBVqB//u//ysrK5s7d+4zzzyjZZ81Go3/+7//e/PNNweDwb/+9a+nafzRRx/lnC9cuPDXv/61toa8T58+//rXvwBgzZo1Eat8++23ADB37tz6VIKyLN99993x8fFFRUVer1c7+P333wPAI488Ehsbqx256aabpk2bNmzYMIfD0fIybdCSB6LdNQD87W9/u+2227QXAUOGDPnss8+aG9VvR5TErqUURQkGg13di3ObltUzHA43l96TtFz9LqaqqtJP5tnTNoA5zd6wpOWUE4PeZ/vDGWWFSVeKA3sxygruWgAAkxnSM8UFg0IWCzRt+fAB2Po9OIpArwejUQCgEga/nwcC4fJSHDgE/X6BCLFxYD6XctdrP5z0GdQu6j996DdnO6IfznZR/8PJOW/0PLVR1nPxuxMX4FGFjgFrZljbwAAAXGHIaOumJW0we/bsF198cfny5fXhem1t7aefftq/f/+8vLzNmzc3V9HpdDY9KMtyWVmZqqodlAJt48aNANBoxjsA3HnnnTfffPOGDRt+//vfn76F3/72t40y9j344IP//Oc/t27dGg6HdTqdlhGg6SSC22677b///a/WgYg452vXrpUk6be//W3D42PGjNGG34UQTWc03HDDDTfccEOjg36/X/vyoJ7IfWO1WgHg3XffHTZsWH0j77//fsNaLSnTBi15IEVFRQUFBbGxsY32e8/Ozr766qtXrFhxln04PQrgW0QIEQqFPB5PV3fkfODz0dbN7SkYDNI3p/YSCAROn3aFtEooFKqf3Ycet/zTQamiHH11IEk8OkZNz1J65cAZv/H06gO9+gDnIMTxwpxDk9/G6HEbv/+GlRYLW6wwNvgmaI6SigpFaTHfu1uc2G2eJySF84bw2Dg4d9APZ/sKh8P0wq690MdQ+1IUpdEXTm2y97kYwDMEA0OVcxAIkUJ4LYOduXOTf48ZMyYjI+Pjjz92u93aLuurV68OhUKnH34HgEAg0HDGtcfj+eKLL+6999577733+++/74iYLRgMlpSUyLLcr1+/RqcGDhwIAKef364ZNGhQoyMZGRmJiYmVlZWFhYV9+vQ5dOgQACxevHjJkiUNi2mz0IuLi5tr2eFwhEKh9PT0hjneAQARH3rooTN2rKysbN++fT/99NPBgwc//vjjRjnkbr/99q1btz711FPvvPPO1KlT8/Pzx40b1+hCLSnTBi15ID/99BMADBgwoOl2BkOHDqUAvltARKPRWD89g7SNqqput9tqtXbC3JLzXigU0j7RTSZT098dpLU457W1tRaLRU950c5aOBzWpsAZjUZt7pko+Il/+5WwFwAASrIQHEqL0evB8hK89JcYZT37i/IDe3hZCdhiG6WmF+5aYAy9HgiFQAAKDsGgqCgzeGql/ImQkXn2l+5oQgiXy2U2myMu1SOton0MAYDBYDCfUxMxuq2amhr6GGoX9T+cOp0uKiqq4amamhoAOIf2uGqolxk3VYGXQ1ST7qsCPIowMEw3deqG8Ig4a9asZ599dvXq1ddddx20Nf+81WqdNm3ayJEj+/Xrt3LlyrVr106ePLl9u1peXs45T0pKavqvr+2C1pKJ4trk+abVKysrq6qqsrKyKisrAeDVV1+NWN3r9XLOGYuw7NputwNASkrKGfvQyFtvvfXkk0/u27dP+ytjbMSIEVFRUfXz5wHg5ptvjo6OXrBgwf79+//+97///e9/l2V5/PjxTzzxxOjRo1teprVCoVBLHkhFRQU02IuuoYgH2xfFUS3FGDtHf3V2N/Qk20X9b1JEpOd59rSZV/TD2S7q579pP5y8vJR/s0kU2VmMTURFIZMQAEIhUXWMFxdJiNLUX515HP5MeHkpALAoKzSYrSc8bvD7IBgEWQadTrJGCZ0eANDr4UWF4usN0tXXoCWq2Ua7B20KPf1wtgvtYQL95mxX9MPZvpr+cGqf+C1PrtatTEhk+zxsr5v3t6LU8BYEFPmFKuAXcczQ6Sm55syZ8+yzzy5btuy6665zuVzr1q0bOHBgbm5uG5pKTU2dNGnSypUrv/7663YP4FNSUhhjVVVVTafoHzt2DFoWPEfccK6kpAQAsrKy9Hp9fHy80+n0eDyN3hydUVJSEgBUV1e3qtbixYu1ReM33njjpZdempeX17dvX7PZnJ2d3TCAB4CZM2fOnDnzwIEDn3766VdfffX5559//vnnX3zxxYYNG8aOHdvyMq3SwgeSkZEBzTxbLbbvUJTEjhBCSAfiWzfzokKMj4PoGGQnvn/o9ZiQhAajcNXwwwfa4TI+HzAGjYYIPG4I+MGg146L+l3lzRY0GNVD+5WP3uf7dovaSJvVEUIIOWsTEtgFVqxTYa8HKkMiqEKIC1dYHKgTlUExOYldn9kFo4nDhw/v1avXunXrqqur33///ZbMnz8Nba5ZR7zGMhgMaWlpiqJok7ob2rt3LwD06dPnjI1s37690RG73e50Os1mszZW3Lt3bwDYv39/o2KhUKikpKSqqqq5lrOzsxljDoej6fLY//mf//l//+//uSLtBaulml++fPmrr7563XXXDRkyRJsP1TB6VxSloqJCu3T//v3/+Mc/rly5sry8fMqUKZzzV155pYVl2qYlDyQ7OxsA9u3b13QB0e7du9t86RaiAJ4QQkhHEV6PcFairENzk9fYiGiL5Q67KDjzEr4z0+lQAIgGqYxDIaGqgAyQgXYYGQCAx81Li0XAD6Eg37VD3fKd8t476ldfQgs24yGEENIqDOHRfro/ZEuDorGgTux08x214pBX9I/CmT2kJwbo4nRd07HZs2eHw+F33313+fLlAHDNNde0rR2/36/txz5kyJB27F69cePGAcDzzz/f6PgLL7wAAC0ZZF60aFGjPfO0EHrKlCnatA4thf6LL77YqOJTTz2Vnp5+miz0BoNh1KhR4XC4UTL8oqKiBQsWvPnmmzExMU1raWvI8/PzGx7cunVrwzcFTqczJSUlLS2tYVRvNBq19yza7bSkTNu05IGkp6f369evpqam0b2XlJR09AJ4oACeEEJIxzk+uG1sZvG2TgeIvLbm7C+Etjgh+ClBuDbero29cw6IQieLmmruqgGfD8IKMAY6nah18dJifuSw8tlHtGk8IYS0O4sEj/bT/e8A3cL+uhsz5esypHtz5Ht6y8/n6TI6d/V7Q3PmzAGARYsWrV+/fsiQIU2zxLXEkSNHZs2a5XA4cnNzp0yZUn/8pZdeev7550+T0L7lHnvsMZ1Ot3jx4meeeUZLven1em+44YZt27ZlZmbefvvtZ2zB6XROmjRJWy1fV1e3YMGCV155hTH22GOPaQUeeOABm8325ptvLly4UEs9K4RYtmzZU089pdfrb7755tM0/tRTTwHAI488smLFCm2NUkVFxfXXXy+EmDt3bsR1H9qjbhjlbtq0acaMGdqfCwoKACA5OTkzMzMUCj3wwAP1CVyLioq0oHrMmDEtLNM2LXkgiKhtI3fvvff+97//1f5pDhw4MGnSJKXjv0tQAE8IIaTDHE+b3MxXNO2jvT1SK7NeOSwjS7hq6gfhhda4EKAoKAQaTRgOC68HAgEwGkGvA0TQ6TDGxlJ7iGMVoqqS7/yx1RdWVXGsgjvsoqIc6qfoE0IIOVVeNN7RU/pLrvzXC3T35sj5CVpClC4zaNCg/v37b9u2LRwOtzB9XcN94BMTE6OionJycj788MO0tLQ33nijYRLc++67709/+pO2G9lZysnJeeGFF2RZfuCBB6Kjo/v162ez2ZYsWZKYmPjaa6+1JH/kwoULv/nmm8zMzIyMDJvN9sQTT+h0updeeql+zX9cXNxrr70WHR39+OOPW63W3Nzc5OTkuXPnhsPhV1999fSvNvLz8+fPn+/z+WbNmhUbGztgwICsrKyNGzcOGjRIG+dv6uGHHwaA2267LS8vb+LEib17987Pzx8+fLj2rzB69Oinn34aTgyA//Of/0xKSsrLy8vJycnOzt66devo0aPvuusuramWlGmDFj6Q2bNn33LLLcFg8JZbbomOju7Ro8eAAQMOHDig9b9DUQBPCCGkoxxPEdfMfl1CUUCIdslCz/r0w4QkEQqKY+Xg9wvBUScDF0JVIBwGswVtscLjAb9fG/YHzkEAyjoAAGQQn8CLi/ihAyBa/DYhHFK//ya89HXl49Xq+k+VT9aE335N/e5rmopPCCHnBG0QHlqcf97pdFY1EAqFRowYcd999+3Zs+fCCy/suH7efvvt33///dy5c3v16lVaWjpkyJDbb799165dl1xyyekrjh8/fs6cOfPnz1++fPmoUaNqamrS0tJmzZq1fv36O+64o2HJadOm7dix4+abb87NzbXb7TExMXPnzt21a9e8efPO2L3HH3/8s88++9WvfhUbG1taWjpo0KAnn3xyy5Ytze30MWfOnDVr1lx88cWlpaX79u274IILlixZ8u6777788st//OMfhw4d2qNHDwC46qqrvvnmm2nTpiUkJBw+fNjn840ePfrll1/+8ssv619btKRM27TkgTDG/v3vfy9ZsuTyyy+Pjo6uq6ubMGHCF198ceONN86ZM2fEiBFn04HTQ9FwxSBpxqWXXjp37tzf/OY3Xd2Rc5uqqjU1NTExMTpdFy14Oo8Eg0Ftn1iz2UybIZ09znl1dbXVaqWdus5eKBTSNkMymUwWs1lZ8bZ6cB9LToUmW/QJV7XweOQrpknDRrbDhQMBdcPnvLyUO+zHjwSDwDkajJiaCnoDLy1Gb53Q5vOHgmAwYlx8fRZ6UVmBicnyVTMwLv6MlxJ+n7r2Q1HrEsUOMBqBSSBU4feDEFJunnT5VDRb2uGOtGsJ4XQ6o6KiaKeus6coipZUyWg0tjbfMomoqqrKYrFoSbzI2dC+IwGAXq/XNievd+TIkdmzZy9atGjYsGFd1DvSanfddVdKSoo22kxI+6Jt5AghhHQYRDb4QuGr46XFLD4RGrwfEe5a4fWyXn2k3Lz2uZbRKE2+ktkL1IIj4KoBVQXGeImD1ziZz4dMgkBAcBUCfuACQAALA2/wCluSgHPhKBSVx0AnY1wC2mKbu5T61Zfqnp1gNLEeaSdT33MVqqvVfbvBYpEnT22fmyKEEHIOKikpafNW5IScHgXwhBBCOhDr219UVwEAd9hRbwCdLARAMACqyrJ7y5deBqeO3YlqJ9+3m5eVgN+POj3Ex7M+/Vl271MaVVUIBIReh7rGo/qYlS1nZdf/ldsL+Ncb1SOHRFUlqGHkQggAZIAIiiJc1RDwYUISAIg6H/j8qhIG/fG3DBifII36BSYlN7qEqDwmSktQ1mFCYsNt55FJkJAgystFeRmvKGPJqWf56AghhJyLHnzwwd27dy9ZsqSrO0LOTxTAE0II6UiI0kVjMTEZd20X7lrQMtohsvRMNmxko1FuvmeX+uMWbi8ARETGBYefhCgt4YcPyJf8EnQ6XlQo9u7mlRVa6juMsbE+/XDABShF/jhjWdmYkChWLeOHDiAywTjIEsh6kCQQAoJBAQA11SIcBL9PIAhPLeoMwDkE/NxhFzXVcv4EbPBGAAB4aTF32JktFiLk10WMsnKHnRU7gAJ4Qgj5WcrLy7v//vstlnZbS0VIQxTAE0II6XAspy/L6Qset/B6gTGMjWu6JJ4fOaxu+14UO1hsHFgsgAwBIBAQ5WUAoGxajyYzP3SAO+woSVoEzh12UevCgiPyZVdAc0vEfT7gHC0WiLZBdRUEAscnvSOCXg8Bv1DCoHLgHJOSMC7hRLVYqPNwe4Hy1Ze6pGQwNcg0UecFAGgul4dOBgA4ix1oCSGEnNOuvfbaru4COZ9RAE8IIaSzWKPRGh35lOB822busLOkZDA0CMWNRkxOFuWlwl2LBoNwOjExCQ1GbfQblbC2ixvKOmnylZGGxIEXFXKHHWPj0GwWATMAiIAfZRkkCQAAGQSDIABiYtAW17AiWqwQVnjBEX5gHxs6/OQJJgEANJMB9nhuWFlq8UMhhBBCCGkp2kaOEEJI1xPlZcLvA5PplOhdgwysVlFRJkqLMSkJjaaTgbqsg8RE1Bt4RZkodkRu2esBANTpARHj4jEqCo0mCCsQCEIgCKoCAKjXs+TUk+no6q9siQIAXlp8ysEYG8vIEsFA5MsFgywjC2JsrXwAhBBCCCFnRgE8IYSQridqXQDA9JG38UOBIEAwGeTGE9cRGVit3GHnRQWR62rtg9AKY2w8S+2BKakYnwBx8RAVDSiByXx8QL4RbdN4n++UBrN6giQJrwcUpXF5RQGPB5BJWb3OeMuEEEIIIa1FU+gJIYR0A6p6PDNcJFxVgKtNR8g1qDcIAOFxRz4bHQMAGAqdHNuXdccPAohjFcJsAilyy0JwEKLRcnc0W6SBg0FVeYkDbXFoNgMiCCH8PuGqYekZ0sBBQHuME0IIIaQDUABPCCGkS6mqKC8VFeUYYxPeOjCbm6aUR0UVAJEHyetXoze3KD0ji2VkibIStEQ1fgWgqhAKAoBQOQrRdAk9+gMCAGPjGh1nQ4eLYBAAuMMualAL4EEIlpHF+g1gw0ae+a4JIYQQQlqPAnhCCCFdhhccUbd8B34fL7JDwA8IoITAHAVxsYgNgu1QACxRGClHHQBAOAQAaLVGPIkJidizFwCIijKMS6gfThfBANRUY3omhsO8vFTUeTHq1BY4F24Xy8hivfo0bVYa/QuW3Yvv38uPlYM/AEYjS05h/XMxpUfrHwMhhBBCSItQAE8IIaRrqHt38a3fc4cdTCYWFye8HuHzga9OCIFKCBJTgCEIIVw1IqygXs+VkKQoIDf65BLgrmUZWZjZs/EFhBDVTuFxs6xs7nIBgJavHhgDVRWqwjKyWGZPlpunrPuY2wtACTNLlJB1QnAIBEWti6X2wIwszMhs3HDAD34/WqzS+ImUbp4QQgghnYYCeEIIIV1AuGr4D1t4cRFLTNa2cEdLFFQe4wE/+n0iFBKKigaDCAaAcymnL2T2xJ8OitISjI+vX80uVAWqq0UoxBKS2KkBPD+4n+/aLrQ92wFACGCM9e6rzZkHABafyHIHsl45gChfcpny1ZcQDKoOe30LLCOLZWWzseNPafboYb53t3BWHf+70ch695UGX9h0W3tCCCGEkHZHATwhhJAuwPfv5fYCtMVq0TsAACImJTG3G5gsfF7gHHQ6VMJgNImAH4+Vo6yD5BReWoyyDJIMXIhwkGVksegY+dJfnmxaCPW7r/mh/by4iOkNQq8HISAYEOEwy+wpjbgIs3qC0YgNEtpjeqbu6tnqof2Ykgp1dcAYxidiTh/WI/2UZr/awI8e5g476nQoyUJwEQpBIMDtR+VJVza7xT0hhBBCSDuhAJ4QQkgXEOWlAAAWy6mHEaNjIDoGyktEWAHGRCgMnEN5GS8tBiEwJVXK6SdCQRACANBsZn36s7zBDbeX40cO80P7eWkxS0wGg+HkunlfnXAUqQByj7TGy90BwGiUBg2FQUOb67C6azs/eliUlbCkFDAYQNugTlWFs0o47KpOL0/9VXN58gkhhBBC2gUF8IQQQrqACPgBEVmkJeScQyAIoRDo9ZiWpiWlR1UVnlpRUQ4mizRlGur0IMtoibBbG9+zkzvs9WE2cA6qCghoNoPKeVEh37NTGntJ63qrhPnuHaLYgckpDXeVQ0mC+ARUVVFTzQuPREx3RwghhBDSXiiAJ4QQ0gVQbwAAiLR5m3DXimAAdHqMsUH9lnKShLY4ZJJa8BPs2SWPnxi53bo64apBvR4MBggEhLtWBIPaFnOITJiNACBKilvbW1FWCooCZnOjPeGPi47mDjsW2SmAJ4QQQkiHogCeEEJIF8D4BBAC/H4wmxuf8/lACCHLoGuSGc4aDR63cNhBVSNuC69lrROyDty1orYW/D5ABMZACCE4+OoEY6K2RqhK093mT8frAYDI0TuA0Prp8bSiQUIIIYSQ1qMAnhBCSBdgOX1Z4VFRWgIGAzYIxYXgIuAHAcxsjhCiIzKdHlRV1HkxOiZCu1qVUFD46iDgB73+lEbCYQiFuLMKwwq0KoBHBAAUIvJJbYifNbNNfSTCXQvOKqEoaImCpKSGGfUIIYQQQppDATwhhJAugOmZ2LMXAPDSYrTGgMkkAFAJo9stFEXo9cwWd0oFRQFVAWQcgQGgqkZuNsYGkgS+OlA5GPTQaI29LGM4JHw+de8uadjIVvTWGg0AIhyOHKOHQvVlzkhUHVM3f8sryiAUAs4hHEZZxsye0uALoUcaRfKEEEIIOQ0K4AkhhHQNaex4LusA/j97dx4k113e//7zfM/pZTZppNG+WF6RZWywsbyvCDBrYir8wJCQ5Ba5l7phCzdgiioSzB/UjxRUEkglkACp+gEJxBDADmAbTMAGG5vYBi94t2zJkqx1NJqt13O+z/2jR2NZm7WPzvj9KkrMnNN9+un2me7z6e+muG6tdkiSd1Zfd/dmc7Ll3MdGNTriWTZxi2bDk3Sf872nqc2dr0cflrR7epe83bKubou5P7tGBxPgtWChKhWv16zV2nPJdx/ZEZYusxcuRL9X/uza7Ke3xDVPKbrcFaPc3V2bN+aPPBSWLguvfFVyxll7zgsAAAAgAjwAYKpYkiaXXhFWvNyffsq3D3qeWU+vLTkhrlsbf/lzGxtTX69v2+b1mhp1WZCZYlSeaftg6z++Hk46VeWy9fSEhYttyQnPH/bU0+zeX/vYqFotlUqdMOwxD+1MMVp3yWPqYwc3Xt2SNDn7XDWbvmG9Zs+2rp3j9rNM2we91Qpz54UTT36Ro9Tr7Z//xFc/oRg7ne7lLpfJvNn0djuOj6vV0o6h5OLLyfAAAGBPBHgAwFSygTk2MGfXLWH2gD+7Jq5dY7Vxb7XUbKhSlUwxV8xVqUbPbe2a/Nm1Xq2YLCxdplmz08tX2azZkkJvX5w7T+2Wp6nqdZO5ubm8q8vKZQ3M1eaNZge9YHtYcaaPjkYprlvrSWJJKo/eboely8Ks2cmqqyT51s2+fp3XxpWm1j87LDtJ1erkEeJjD/uTjynmSlKPucXY6SPgkqIsRsXc16+Pki1e+uJfBwAAgJceAjwA4Dgza3ZyyeVyj088qjxXqaR2Wx4VXaWSS5ZHN1m5FHpnqFL2zZt83dqsNp6++a02Y6b1zVSl4tWq9fSqXPGsLTNLS+rutt4+ZW2PUTP3NgHei0nOv8gWL7HfPeibNypGSWHGzHDa8gbq2iAAACAASURBVHDGWV6vZbf8wDdtjOvWdm4cli6L99wdzjk37OwSH596XNE7k+dZjC8YBRCC8qjo3lXxdWvtdw8S4AEAwJ4I8ACAYyVG37jBt231LFO1GhYs2q3tXZLvGPL167w2ZjP6rafHG43JxeQsTWOrZa2myhXJ1Wx5noXu2erq0Y6h+NQT8e47k6vepJ4emzNX69YqSW3+gt16osfh4QMcr75XYfHSsHip8tybDSuVJxaWq9Xym3+QP/awlUph1mxPS/LoO7b72LhnbW80OhPm+eA2xVylstqtzhOafNJyyUx5rnZmSeqDW5VlSvmMBgAAL8DFAQDgWIgb1sW77vCx0U4bdVi6LEq2YGF6yRXqzPHeqMdf/TJ/5CHVxrVj2D0qBJNCX3fs67VS2UeGbXRUpZJCMJcm56I3s1mz1GjE59YnY2Pq7U3OvcC3bfX16+TRe3o6HeY9zzU8pNq4LV0WzjjzsJ5Mklh3z+Rv+T135Y89bN09NjCgycHrXd3q6Ysb1kkKy06yOXPVWYXOdl2LzhX9+fHwksZGlZaUtb1eO8Bp7QEAwEsHAR4AcNTFNU/nt/93fHZNqHbZrNkKQSPDXqvFdWt9x1D65reqXM5/eEN+/30Tc7N3QnCWuTwfGrQ814IFndXaOrPTu9ykzj+SJFNXVVLcujn09trCRcnFl+V33RmffUY7hlQqy93brbB0WViyLHndG620+0zyh67ZjGufUQiaPXuXRnVJUqlkM2fFdWvjk48lc+aqp1eScp8oWBOz0L/gXjHzZuabN1mrfcQqBAAA0wUBHgBwlDWb+a9+EZ9dY7PnqKfn+czdN0PDQ/HJx+Odv9DM/vz++5RlShN1VWVBMXqzaTFXnvnosLq7OsPOOy3c1vm5/Pyq6dZZNK7V7PwaXrbCBubG3z3g69d5uyUp9PTayacmZ75SlYok5blaLS+lh7n0um/dohitq2vvE+N1d2lIvnmTpHDSyXHtM6rVFILcJ1aSk3WyfOc5KC2r1dL4eHbPXekb3nI4hQEAgOmHAA8AOLri00+q1bLePuvpecEOM5s5S41m3Lheqx+XR6WpV8rWaZEOwTorwJlZ1tbgoLq6JE2E3ixTV9fEFkmSx9wkqzw/67sNzEmueI3c1VlVvjQR1H39s/nDD/rmTZ1vBGxmfzjt9LDi5ZMrzx8UbzUkWdj756mFxGXebMTVT8ah7Wq3LLp7tjO0T6b3Tu96c4/W06MYfdNzPrS9M68+AABAx0GvowMAwEGJnbnZu7v3ss9M3d3eavnwsPLopdR27U9eKikkJpnMs7ZKqSS122o1FGOoVK06EeDdo2p1mWne/L08RLU6kd7d87vvzH56S/4/d8V1a33zJt+4If/dA/m9d2c33ahG41CeXrkiyWO+jycfJfetm/Nf/jw+8FuFxIOZS9FdUfKJoe+SQlAwy6OVSuqfJck3PXco9QAAXuj22283MzMbGBhot/c5QOn666/v3GzFihWTGx9//HHbm6VLl772ta/91re+dWgl/fu//7uZhRC2b9++266HH3648xB/+7d/u+cdr7jiCjN7xzveIenXv/5155af+9zn9vVACxcuNLPHH39c0l//9V/v9bnsZuHChYf2pHBsEOABAEeXdYLxvuZUTxPf+JzabZlesLKaNNFsHhLJlWc+Pu4mtVsqlW1mv+bM3TlhnGv7kOdZWLps17nl9hQffig+9rA/t97mzA2Ll9r8BbZwcVi42Ldszu+/L/v5T56P0wcszJknMzXqL7hvq+k7hnzrFt/4nBp1jY/7xufCvPnhhBNt1iylqUzmu8xC3/mnXLG+Pq9UbWwsPvVEfv99cfUTyvfx1QAA4CBt37791ltv3dfeb3/72/u578yZM/t3mjlz5tDQ0H//93//4R/+4Vvf+lY/+M+OV7/61ZLc/Ve/+tVuu37yk590frjlllt229Vut++5557Ju0+67rrrnnrqqRd90Gq12v9CIQRJPT09u26cMYMpVI9rBHgAwFFWLmtyxvg9WB7DwkXPjwPfTZqqUnGZ0pLNmRMWLrZZA4quNFWjrkZdoyO+aaPXxpLlZyQXXLKfKrzdivf9T1y3NsydZ127dAdIU82da6Wyb97k65896GdXrdqykzzPffv2zgx8Prg1bt7kWzb79kEfHVYefXjYTR4S3z7ozaZ7lJnMJjK8mZJE5ZLabR8f15bNPjaqrB0feyT/5W35Dd8J2wcPuioAOK64si2x9UTeeizPNkRNxTeTnbB6/fXX73Xv2NjYzTffHMI+w9HmzZuHdtqxY8fY2Njtt98+a9asG2+88Stf+crBFrNo0aLTTz9d0h133LHbrh//+MedH375y1+Oj4/vuuu3v/1tvV6XtGrVql231+v19773vS/6oJ/4xCeGXuiEE06QdP311++6sdNcj+MWAR4AcJTNmStJ9fped3q9plJZ5arkFvcW4t09mM2alf7+/yp/4CPpW98elp9uA3Pi4La4dUvcMWQLFiUrL0zfdLV69t787qMj+R23Zf/nK/mzz6jVyjdv8m1bdy7GLklmwWbMjOvWxrXPHMLzS867MFl+htfGfMtm37jBx8ZUr3ciusoVS1OZNDKi9eu8VlOzoUpV1S7Zzkn0XXK3dltZtrMqV3ePDQzErVvyR39XvuM2jQwfQmEAcDxoP5MP/0dz9Hut8Z+1x29rj/6gNfyNZuP+bO/f2x41K1asmDNnzg033NDY24CpH/zgB/V6/fLLLz/wA15++eV/+Zd/KelHP/rRIdTTCeF33nnnrhsbjcYvfvGL7u7u8847r9ls3nbbbbvu7TTXL1y4cPny5ZMbFy5cOG/evJ///Odf/epXD6EMFA4BHgBwdIWTTw3LTvLR0Yl14HbhY6PebNrsgXDyKQrJ5Bzyu9zC1WpZCGHm7LBwsaSwfEX69j9MLnt1+vq3pK95Q/r7b0vfdHX6xt9Tb+9eHz0+tz77r+9mP781rl+n8XHlueo13z4YN2/yXVs2OkPZR0cO4QlaT2/yxt9Lzj1fvb0+Pj7xVUW1at091tXtMapUVgjebKheU7miECY6/3d6XQaTu3cWhE/Sztpy5m4zZoa582zGzHTdGrvn7kMoDACmXOPBbOzH7eaDebYp5kMx3+HZVm8+ntXvzsZubR3LDF8qld72treNjIzs2TVdO/vPd8aWH7gTTzxR0po1aw6hnk6Av+eee5rN5z/77rjjjnq9fuWVV771rW/VHr3oO2l/t+b3mTNnfuELX5B07bXXbty48RAqQbEQ4AEAR5f1zQjnrLQlS+OWTb5jSM2m2m3V63Fwmw9tT048JbnosvD6N4eZ/RPpOs8Uo2JUlqlRdzMbmBsuuGhylngrlcMppyXnX5RcfFnyylfZnhPX7eRjo/Fnt8ZnVtuMmWFgQCGoXFK1S6WSajUfGnz+K4NOY/heuwAc2HNM33R1mDdfpZLNmm0Dc23WbFu4aGLJOjOFII9uE8vgKUbZ8zHeOhPRmyYH0keziZnpZ8xUmmrLJh8fO7TaAGCq5Nu8/qus/WyezAvpgpDMCkm/pXMtXRTaG2L76dh8ODuW9VxzzTWS/uM//mO37aOjo7fccsupp556zjnnHNQB77//fkmnnnrqIRRz5ZVXmlmz2bz33nsnN3b6z1911VVveMMbJN1888273qXTAr/bAHhJ73znO9/ylrfs2LHj/e9//yFUgmIhwAMAjrrkrLOTlReGZSf56Ejcsiluei5u2xIG5oTlK8JrX2/zF4SZs5J3/JENzJXMGg3vjG9vNmQhzJ0XzlkZznzlITxufPD+/JmnQu8Mm9nvpZK6di4mn6YTGX54Z9f0VkuSHebMPY2mlSs2b74NDFhvn5JkYuq+GCdWv9POiJ7n8qidXei9E9ajZKY0VZKamddqPrxD27Z61tbgtvjbez3b5+TJAHAcaj6YtdfGZFYIXS/YbiVL51p7TWw8kB/LRvgrrrhiwYIFP/jBD3YbW37jjTc2Go1rrrnGzPZ1390MDw//0z/90z/8wz+EED74wQ8eQjEDAwOvfOUr9cJe9J0Z7K666qpzzjln/vz5q1evXr16dWfXmjVrnnvuOe0twEv64he/2NfX9/3vf/973/veIRSDAiHAAwCOhXDmK0pve1f61rcnl16ZnH9xeuVrk0uvKL3tXZ2O8ZLCSaeU/t8PhQsusYWLw8BcmzPXFi1Jznxl+obfS698rQ74ompX8dlnZKaZMyRZtSozZbl1InSaysybjU669pHhsHSZLV12yE/Q88zzTMF2LdU6i9VnE01MJpsI8JNTFiepymWzIMnTxEslVSpKErXbvnWzb94Uh7aHekPbB/MHfpt973rfRPdIAIXRXh8lD3ubn8TKZlXFUc+H4zGrJ4Tw9re/vVar/fCHP9x1e6f/fKd9fl8WL148d6e+vr7+/v4PfOADvb293/jGN6688spDq6fTGX5yHrtNmzY9+OCDS5YsWbFihZm9/vWv1y696DvN7yeccMLJJ5+856GWLl36N3/zN5I+8IEP7Nix49DqQSEQ4AEAx0p3d3LW2emrX5e+/s3JZa8Opy6f7BXfYX0zSle/rfy+/6/0p/93+of/V+lP/5/0XX8STj/j0NK7skyNhiWpLEiShTBjprq6vNmcaIcPQe5qtX1wm7eaNjAnLDtp/4f0bVvzX/0iu+E77eu/kX3/2/ldv/SdU8Rbklqp7Hn+gvn0S2Xr6pb7xGpw7s8/l86tkkTlcgxBZpaULE1lpjxXlqnVVKlklYqnqZcrPjYSH380++nNPrj1UF4NADjGXLHmSkxh7+/hlpikWDumRXVS+q5z0Q8PD//4xz8+/fTTzzrrrP3ccXBwcNtOY2MTY5rSNN24cWN+qOt9dtrS77zzzs5CdJPN7529b3zjG7VLgN/rAPhd/fmf//kll1yycePGj370o4dWDwqBAA8AOM6USjZ3fli42Gb2H+Ejz5ip7h5Vq2o21Wh4nqnZiJs32py54YyzklVX7e+bAvd43/9kP7oh++8f5w/dH598PP/dA9lPb8n+67vxN/dM3GbBArl77QXz7dvsAZvZr3JZcsXo7ZaaTeW5bKL53Sdmo7edHemjYu4xV6WqNHUzxWhJCHPnW/+s+Mzq/K7d1xwCgOORyVLZvnvId1JrKB3SV7SH6uKLL166dOlNN900MjIxa+mNN97YarX23/wuqdFo+C5GRkZuuOGGmTNnfvSjH33nO995aMVcfvnlSZJs3779scce0x4B/nWve10I4Wc/+1lnlrtOC/x+AryZfeUrX6lUKv/6r//6s5/97NBKwvGPAA8AmKbSVNWq55n8+f6ZYfaAzR6wGTNUrZoFVbuS05aHs85Of/8PrGfv89h35A/+Nn/o/rj+WZs1EBYtDUtOsMVLbNbsuGFdZ5eksOLMsHSZDw3aLmvUKQQbmKMkUaWiEIJM5bK6e1Spykzu1mypWvVyOWS557nabcVoIVFnOeJ22+Tq7lEI1ttnpZJv2+o7ho7SawYAR1AyO3iUt/YS4j26N9wShf5jGuDN7B3veEez2bzxxhs7Ww5t/vm+vr6rr776F7/4RV9f33/+53/udWb7FzVjxoyVK1dKuuOOO9z91ltvNbPXvOY1nb0DAwPnn39+rVb75S9/OTo6+tBDD2kfA+AnrVix4hOf+ISk9773vfV9rN6KoiPAAwCmrbDsJLn7yC6Lw5lZT68tWKSZ/SqX07NXpu/6k+Tc861U3t+BajV/8H5fvy7Mm2+9vUqCJAuJ9faFeQvi+mfj/fd5vRYWLQmnvzwsXppv3uSDg14b89q47xiKmzeGpcuS8y9JzllpS5fJzLqqFoJlmeo1lUpWrdrceV6tWKvpWUsypYnabTUayvPY26dOZwQzdXVL8m30ogdQAOWXJaVlId/uvkeE92HJrXRiYqVjXVWnwbwzF/2OHTtuvfXWM88884wzzjiEQy1cuLAzUn1yHPvBmhwGf//992/ZsuXcc8+dM2fO5N7OXPS33HLLr3/96zzPTz311CVLluz/gB//+MfPPPPM1atXX3fddYdWEo5zBHgAwLQVzjo7nHSKj4748I7nl4hz1+ioRobDSaeECy85kAH28dlnPM+st1d75vxSyXp7lef+7BpJyYWXJCsvTE461QYGfHDQB7dZ/6ywZFlY8fL0DW9J/+Ca8Krzwqkvs7nzbekyzR5Qb59i7s2WRoblLguWliUpy1UqqVq1gTlx9pyJ1njJJprlW7uXAQDHn8oZSTIneFP5xug1V3R3edPzrZ6PeGV50nVheuyrWrly5cknn3zrrbdu3779hhtuOJD+8/vR1dUlKXnhlC4HrhPg77zzzt36z3dMDoN/0QHwk0ql0le/+tUQwt/93d/dd999h1YVjmdT8DcDAMCxYb19yaqr9PNb49NP+eiIlcuS1Gq7x7DspOSSK2zO3AM5ju8YiuvWhjnz9v4ola64bm04faL1Jpz5ivCy033DurhjSO7WN8MWL7HuiVmYk5UXJOee7zuG1GqqXPHtg3H1E9q+Xe22entt4WJ/+qn88UdsZr/KFatWlaadJe4mKskyk6yr+3BeFgA4RoL63lyykrKNsb22M5rJJZWWhVJv6LmqFPqOaf/5Sddcc81nPvOZ733ve9/97nclvf3tbz+049Tr9dtuu03S2WeffWhHuOSSS8rl8urVq7/+9a9rjwC/cuXKOXPmPPzww50+DPvvPz/pggsu+NCHPvT5z3/+z/7sz7Kdy6Bg2iDAAwCms7Boif3+2+IDv/G1a7zTcJ2myeKl4ZWvstkDB3qUzgXQvtrqOxMs73qRVC7bSafssznGzGbNnvhx1uxwymm77ozVar76CYVgvXuMyXdXvaZZs23+wgOtHACmlHVZ39Xl9tOxtTrPt7uihxmWnhCqp6c65p3nJ73zne/8zGc+8y//8i8PPPDA2WefvXz58kM4yOrVqz/84Q+vW7fujDPOePOb3zy5/R//8R/zPL/wwgsvuOCCFz1IV1fXRRdddPvttz/yyCM9PT0XXXTRrntDCFddddU3v/nNRx55RNKBr1f36U9/+oYbbnjggQcO4vmgIAjwAIBpzvpmJJdeqUtctZp7tJ6eiYXlDlxn5HmW7TXBezuTtP858A6cvez05KRT8zWrVans2tLuHn1wUHmenHKaurqOyGMBwLFROjmUTj6Ohu6+4hWvOP300++9914d8PR1ixcvtl2+xq3X6+Pj453t3/jGN8rl5wdYXXvttY1G41Of+tSBBHhJq1atuv322yW9+tWv3vU4HW94wxu++c1vSjrjjDMWLFhwIAeU1NPT88///M+dIfSYZo6jPyQAAI4iM/X0WG/fQad3KSxeEpYu0/joXva5a3wsLF1mixYfgSIl6+4JF18ali7zbVt9y2aNjtr4uEaGfeNzqteSM18ZzrvwiDwQALyUTa79doABftd14Ldt29Zqtc4777xrr732d7/73ate9arDqWRyZPvrXve6Pfe+/vWv73xxcID953e94x//8R8fTmE4PtECDwDAi7D5C23uvLhurQYHbfbsyb707lHbt3urGebNt3kH2jDyosLJp6lcsbvv9LHRuG5tiFFLl4X+WeHEk8OFl1iV5ncAOAhXXHHFnvPgX3fddXvO037BBRfsdsvly5fvZQ79/arX6x/60IdKpQMdIXDppZfu5yHmzZsXY9zrrj2r3c3Xv/71ztD6fXnmmWcOsEgcPwjwAAC8GLPkitf4+Fh8/FE16qp2KUkUc2/UlefJ6S9PLl91ILPZH7iw5ITwB0t886a4bevY0PbKrNnpiSdZ34wj+BAAgKNkw4YNF15IbykcFQR4AABenPX2pb/3B3H+XXHN09rZ4mEhhBNPSc6/SNXqkX/IEGzhorBgYXtwsNLba0fjIQAAR9rHP/7xhx56aP9N38AhI8ADAHBArKs7ueI14YKLtXWrNxtWqdrceUclugMACuuss8762Mc+1tPTM9WFYHoiwAMAcBCs2qWlJ0zNysUAgOPeH/3RH011CZjOmIUeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAogneoCjq5vfetb3/rWt/a660tf+tLixYuPcT0AAAAAAByaad4Cv3HjxqkuAQAAAACAI2Cat8Bv2LBB0t///d/v2dheqVSmoiIAAAAAAA7F9A/wSZKceOKJSZJMdS0AAAAAABy66dyFfnh4uFarLVy4kPQOAAAAACi66dwC3+k/v2TJknvvvfe2227btGnTwMDAiSee+MY3vrG/v3+vdxkdHX300Uf3uivP83a7fRTLfQmIMUrKsmyqC5kO8jzv/BBj5Mw8fO4u/syPkMm/cU7OI4KT8wjinfNo4OQ8IjrXSNrbydl5U+28FQDAdA7wzz33nKT77rvv7rvvntx41113/dd//df73//+Sy+9dM+7PPXUU+973/v23N7b29tsNoeHh49etS8d4+PjU13CtNJoNBqNxlRXMU3UarWpLmFaaTabzWZzqquYJur1er1en+oqpo9Wq9Vqtaa6immCj6EjK8uy3S44R0dHtcvXTwBe4qZ/gI8x/smf/MmFF144MDCwfv36b3/727/+9a8///nPn3TSSSwjBwAAAAAoiukc4M8444z3vOc9y5cvX7FiRWfLaaed9olPfOJTn/rUb37zm29+85vXXnvtbneZP3/+n/7pn+55qO9+97tpmnZ1dR31oqc1d280GpVKJYTpPPnCsZHneaf5qFQqpel0/kM+NjonZ7lcZsqMwzd5cqZpWiqVprqc6aBer/OXfkTEGDu9Qjg5jxROziOl8zEkKUmScrm8665qtSqJaycAHdPhDffd7373yMjI5K+XXXZZJ5mvXLly5cqVe97+6quv/s1vfvPkk0/uuWvRokUf/OAH99z+/e9/v1wu9/T0HLmqX4ryPG80GtVqlcumw9dsNicDfHd391SXU3gxxs63SywwefgmOyeXSiXeNg+fu9fr9Uql0rmIx+HIsmwywHNyHhH1er1cLtPCcfg610iSkiTZ7eTsvLwEeAAd0yHAn3POObuOXD3llFP2f/tOz/mtW7e6u5kd3eIAAAAAADgSpkOA/8hHPrLnxkajceutt4YQ3vSmN+2W0oeGhiQtWbKE9A4AAAAAKIrpEOD3qlqt3nTTTRs2bJg/f/5uHel/8YtfSHrZy142RaUBAAAAAHDQpvNwmje96U2SvvCFL9x///2dLa1W6zvf+c4Pf/jD7u7ud73rXVNaHQAAAAAAB2HatsBLestb3vLoo4/ecccdn/zkJ3t7e3t6erZu3Rpj7Onp+Yu/+Is5c+ZMdYEAAAAAAByo6Rzgzezaa6+96KKLbr755ueee254ePiUU0457bTTrrnmmlmzZk11dQAAAAAAHITpHOAlmdlll1122WWXTXUhAAAAAAAcluk8Bh4AAAAAgGmDAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAAAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAEQ4AEAAAAAKAACPAAAAAAABUCABwAAAACgAAjwAAAASfB6JwAAIABJREFUAAAUAAEeAAAAAIACIMADAAAAAFAABHgAAAAAAAqAAA8AAAAAQAGkU11AMbh7vV4fGhqa6kKmg7GxsakuYTpw984PjUaj2WxObTHTxvj4eK1Wm+oqCm/y5Gw2m61Wa2qLmTZqtVq9Xp/qKqaPVqvFZ/qRUq/XG43GVFcxfbTb7d1OzpGREUl5nk9RRQCOLwT4A5UkSalUmuoqis3d8zxPkiQEun4crjzPY4ySQghpyh/y4Zo8OZMkmepaCo+T88ji5DyCOi+mJDPjM/2IyPOcv/QjYj8nZ+flNbOpqQzAcYY33ANiZuVyube3d6oLKbY8z5vNZldXF5dNh6/ZbLbbbUnlcrm7u3uqyym8GGOz2axWq5VKZaprKbxWq9U5OUulUk9Pz1SXU3ju3mw2K5VKtVqd6loKL8uyTpelUqnEZ/oR0Wg0KpVKV1fXVBdSeJ1rJElpmu52cnY+5Wn8ANDBewEAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAAR4AAAAAAAKgAAPAAAAAEABEOABAAAAACgAAjwAAAAAAAVAgAcAAAAAoAAI8AAAAAAAFAABHgAAAACAAiDAAwAAAABQAOlUFwAAAFAYnqv1eN5ancchlyv0WWlZqLw8sapNdWkAgOmPAA8AAHBA4qiP3dLOB2N7bZTcJZNlW0Lzd3n360qlRXRsBAAcXQR4AACAA5Br9Eet5gO5VZTON6sGSd5Wti36uGLmM/6gnMzad4Z3ZVtiPuQmhRmWzDNLabQHABwcAjwAAMCLaz6Uxx0eqkrmBe2M3lZSOifE1NtPxfrdWe8by53t3nIFs53XWe3VsXZ3O4765NGsatVXJdWzUpHiAQAHjAAPAADw4ppPZe21sbQo7Bm5Q7/lo7G9LuZbvPG7LHs2xoZLCn1WOiWY1Lg/b6+NoSKrmkyxJa/l3vB8m/e8ukSGBwAcIAI8AADAi3HFHbIglfa+36ohjvrId5rt9dHMlZpc3la+LWZbo3Il80LomkjqQfJ20l4fJaWLQuX05Jg9DwBAoRHgAQAAXozLM/d9N5VbrnxbzKLS2SHpCx4kyXO11+U+JusxK7/w9iWlc629NjYfyAnwAIADRIAHAAB4MZ1AXo/ZJrl7SIN1yXrMdkb6fDx6S+lCCzNtcqS7JbJgCm5BcVRJ/wsOaRWzkudDMY576KEbPQDgxRHgAQAA9sfbPv7zdr4tetPytssUFUO3adjTucHK8rp7S5Yomfn8LPRxzOOox1o0WT7myhX6zF7Y1t6ZiJ4ADwA4QAR4AACAfXON/6TdXhdjXdZt3nArSyZvuteU5Xk6EPJBD91mqTrT0XmmfGv0lmLNlSvKTRabnj0XkzkhdO1y7OiS2T7G1QMAsBsCPAAAwD61ns7b62L7uZguMq8rH1SsuYVOp3qPo9ZueHlZyMdcLknuyrbEOOyWKFTM21JbbjJXHHOPebowhHIn6Cu2XCWFGftePR4AgF3wgQEAALBPrSdie21MZgVLLPRaOt+SfrOqWdlClymR9ah8YUgGzJvKd3i2LvqIm3da412JlMhcCgol85ri0MQY+Xx7NLfyyYkxhx0A4MDQAg8AALBP2dZc8lCd+NWqli40b8vbLpmNeLogVJam7Yfb+Wgemop1KUomNeWJLJF84n8eZKZYd68pH4teV/n0pOt8LsYAAAeKzwwAAIB98rYUTC+cY85KspJJ8rpLyjbGfNTlinWXSWYTfRyj3CWXVWQliw1XlOrKNsfSSSHMsN7Xl5i+DgBw4AjwAAAA+xS6TFGKO8cdurzp3pIkpfJMkhoPZfmmGHoUa6a2u7lF23lrU6p0XlBJoaZ81EPFyiuS6ivTyumJ6DwPADgYBHgAAIB9SheF5kN5PhaTGSGOeT7kijv3ubyhvBJDn3nbrWTubmbmUjB5lEwmRXnmSX9Qj8UsTxeG3jeWklnMQwQAOGgEeAAAgH2qnpW0Hs/ba3M1PNY91tySTmu8qe0yqWnZiMvVWfJdQYqSooJJUpRc+XaP49GjqyUteMFy8QAAHDg+PwAAAPYpGQhdF6bpvJANxjjulkiJSeaZW7eFGRbHYhz12IjKTJmUS+4epXxnW73LW8pr7jV5VByLYze3ve1T/MQAAAVECzwAAMD+VF+ZNh/KbI2sYrHpyj10m5UU+mS91l5rijJNTnTnksk1MQDe3DqbTKHXQkVxVK2nsmxbXjkjtapKC5NkDvPYAQAOCAEeAABgv1yxLutWOjfEtptLqUI1KFG2OaolyV22M4WbXEFymcvlEyvCh4olA2Ylywfz9hr3qNYjsXRSqCtLF4TuK0tJPzEeAPAiCPAAAAD74215UzJTqqTLJHmmOOax7nHE5ZI00cwudX7t/GMydWK8SYl5S/n2GMc7B5VVFXd4rHl7bcy3x76rK8kAGR4AsD8EeAAAgH2Iaj6YNx7KsvXRG549FxWkIGWKNZd35qibSO7SRHCXZLLJMe4mU6I47l53j7KSLCg2paDQb6Hf8iFvPRnHf9ae8b/KIsIDAPaNAA8AALAX3vaxm9rZxtheE70tz2V1j1EyKbqVg+SeSbm5u02E+In8HeUmTbTKmywxRZ9YV65k3hkhv1PSb7ERs+fy8Z+30zmWzg/JvECSBwDsiQAPAACwF/U7smxjzDbGdHGINY875A13k3KZTO6Wmue+s6u879pvfme/evPO/yXuUcpkFWmiV70s3Zn2R9xH1BqM7XUtK5nkYab1XFbquqjEekEAgF0R4AEAAHaXbYj132T5Fk/myRKFPqlm2ZhblCWSm+eSonKTm+SemOWdtC51ZrSbGAxvlkQlQa3nu9fHlodus4p83LNBj+OuTDJ5S2q7XNmoj97Ubq2LM99eUTJVrwEA4LhDgAcAAHhevt1rd7Sbj2VxSJ4r36bcYui1MMdsXN6QR0muTB7NSvKWTzS1W2c8fJDFzrpx7iZzhZ1N8p1+9k1XlHLPB91b5i1X9M59LTUFM5lyxRG1fpePL2z1XFGe4lcEAHDcIMADAABMyDbGsR+1WqujcsW6W8m85Z5LLm96qFreipaa3DyLoSeE2ebDno/uXC7OfHJFOTN5KjMplzfcc5m5t81NCp43zRQVTVGyzqh4U0tK5Ll3Wt3zEdX/J+96lXvTPSqZYVZlZDwAvKQR4AEAACTJ2xq/td1aHZOZ5q7YdEulxMzlDY81WUUys5JJ5tFCjyUzzLtNpRjH5XVNTmJniVSyZKaFVPlY9LosyFJTLisrNkNIpTTxmptNNMDLNdFkHyYa+S1atiEOfbURuiYmyEvnha7z0nQJI+MB4CWKAA8AACBJrcezWPOkx0K/xTEP3RNN4jJZxdRw5ZLkuU9MTleSJEuVLgiqe3tTVFkWLB/1kHjoC5665+ZS6cQk9Kp0WtL4bdZeHeVuiTyTJO+k9864eZtYfM6CFE3uaitbF8OsIHdvqb0mZlti1/ml6jmMjAeAlyICPAAAgCS1N3h7bUwXmCTrMil6JpXMOmPXE1lqSlwtc/fQbdb9/PLv+bgUrPvytPviUv1XWevpfOeodyVJUlmRdF1QspLisLefjnKLTZc/v5acy8wmfuqsPTfRqd48lCyda5LJFWveXpvLlQxY6QTa4QHgJWc6BPhbbrnli1/84pe//OUFCxbsuXfHjh1f+9rXfvvb346Ojvb395933nnvfOc7+/v7j32dAADgeObjLsnSILklCjNClHvdvWKWSEGx4ckMi22Xy13ecmXmLc/HXZkqZyU9l5asy3peV+pulrItUW1ZVcncTq97SUpnh1C10GPu8rbiiHsmk4edbe8ToqwzqF7m7t6SlSVT6DFZaK+NjXuz0glMbgcALzmFD/B5nt9yyy372rtp06ZPfvKTmzZtktTf379169abbrrprrvu+tznPjdv3rxjWCYAADjeWeeyKE7MIZfMMuWKUqy5m3U6uceGp0uCmgqzrP1slLy0LIR+K52Y9Fxesq6dh6qotHQvLeRWkkzWpaQ3SGrnMQ67dkvvL7iDWwieT6wuLyl0W556tjV63a2LOe0A4KWlwAE+xrh69errr7/+6aef3tdtPvvZz27atGnlypUf+tCHOgH+b/7mb5588skvf/nLf/VXf3UsqwUAAMe5MNskxaaHnQ3myRwL3cpHpJbHuqyqyhlp9fy0fHLInvN8a4yZhx4rL0nCrAPK0mGWlZaFfKurV5KSAYujUdF2zmJn6qT+TqAPO0fgJy84uJUkVz7qKQEeAF5iihrgv/71r99www1Zlu3nNk888cRTTz01MDDw8Y9/vFwuS5o7d+511133nve859577922bducOXOOVb0AAOB4VzktbS7Ls/XRusx2ThJn3ZZ2W6y5b4mVl6cz/6jSaQsvLbPSsoMehV46IVjFYi0PzWAVCz0WekMcdfnEyHf5zkxuFsqKmbncUp+c336SMQQeAF56ivrev2TJklWrVl111VVXXXVVqVTa621++tOfSrr44os76b1jxowZ5557bozxtttuOzalAgCAQkjmW2V5ki4J2cYYx13RJSlTvsPzrbF0YtJ9abpHjj44Vrbui9LSsqS9KcZh90zpgIVusyAzVzAlsqqsIgV15qdPeoLCCx7VW66gMKOoV3EAgENW1Bb4VatWrVq1qvPz3Xff3W6397zNhg0bJL3iFa/YbfsrXvGKu+66a/369Ue7SAAAUCxdl5c8SlJ7beysGdfZXjo56bmiVDrxCCzeVj49iS1XUPuZqB0uyTN3l0ohzLDS3OCmfNCzrVEtDzO1W+f8fCQqt9LiYMxhBwAvPUUN8Adi+/btkvaccL6zpbN3N48//vinP/3pPbfHGBuNxo4dO45CmS8h7i5pbGxs51I5OHQxxs4PjUaj1WpNbTHTRq1Wq9frU11F4U2enM1mc6/fruIQ1Gq1RqMx1VVMH61Wa3+f6edKiy1Zbfk2qa3QbVoQtdxrPY3akboQOEGaZcnjFjebmrJEPiK1FLdYc12UJJf1yWuyRFm7rc5fVZTGLI4oWeatFa0dO2pHqJrDUq/Xm83mVFcxfbTb7d1OztHRUUl5nk9RRQCOL9M5wA8ODkrq6+vbbfuMGTMkDQ0N7XmXWq326KOP7rm9t7c3xrj/Ifc4QHwCHVkxxsm8hMPEyXlkcXIeQbyYR9aLv55zpDkvGGeYSzqyVwFd0tnP98c3SVuC1phGgueuHrcZ0lNJbMg3BCWSuTKTZMuiX9SOMzweH1clnJxHlrvvdsHZ+bXTCgIA0znAd+zZ2Nt5BySNAwCA48i8GOap813BhNNjfMTUl2jUJKkr2qJoL4/WS5YDgJeo4zrAv/vd7x4ZGZn89bLLLrv22msP/O4DAwMbNmwYHR1duHDhrts7PZFmz569513OOeece++9d8/tq1at6u7uZtb6w5Tn+dDQ0MyZM/c17yAOXLPZ7JzJ3d3d3d3dU11O4cUYt2/f3tfXV6lUprqWwmu1Wp237q6urp6enqkup/DcfXBwsLe3t1qtTnUthZdlWadzcrVa7e3tnepyDswiSfJc8p3L1B9Ptm3b1tPT09XVNdWFFF7nGklSuVzu9BWdNDw8LClNj7///ACmwnH9XnDOOefUas+P7zrllFMO6u6zZ8/esGFD511vV50ry4GBgcOvEAAA4GizIzB3HgBgOjiuA/xHPvKRw7n7okWLHnrooYcffvi8887bdfsjjzwiabdmeQAAAAAAjmfTeQXR1772tZJ+9atf7Tq3SqvVuueee8zsNa95zdSVBgAAAADAwZnOAX758uWnnHLKpk2bvvSlL01OXPfZz362VqtdcMEF8+bNm+oCAQAAAAA4UMd1F/rD97GPfey666778Y9/fOeddy5duvSZZ55pNBqnnnrq+973vqkuDQAAAACAgzCdW+AlLVy48LOf/eyqVatKpdKTTz7Z19f35je/+X//7//d398/1aUBAAAAAHAQpkML/L/927/tZ29/f/+HP/zhY1YMAAAAAABHwzRvgQcAAAAAYHogwAMAAAAAUAAEeAAAAAAACoAADwAAAABAARDgAQAAAAAoAAI8AAAAAAAFQIAHAAAAAKAACPAAAAAAABQAAR4AAAAAgAIgwAMAAAAAUAAEeAAAAAAACoAADwAAAABAARDgAQAAAAAoAAI8AAAAAAAFQIAHAAAAAKAACPAAAAAAABQAAR4AAAAAgAIgwAMAAAAAUAAEeAAAAAAACoAADwAAAABAARDgAQAAAAAoAAI8AAAAAAAFQIAHAAAAAKAA0qkuoDDuv//+r33ta1NdRbHFGOv1erVaTZJkqmspvCzLms2mpHK5XCqVprqcwnP3Wq1WqVTSlHfFw5XneaPRkFQqlcrl8lSXU3icnEdQ52NInJxHzvj4OB9DR8TkyZmmaaXy/7d370FR1f8fx98rCIiwcVdE0QS8i1F4yaBwQAk01BSyRjOzbJpJKh3TsdRoRiudLk5mV8dqtES8ZMx4AUtSEiWRcQBBwEsEwiAIiKIusvv74/wG+YIspI5nD/t8/HX47Gc/+8ZhPu7rnM/5HPuWL1VXV6tUFABLxLeBTnF2ds7Pz8/Pz1e7EM0zmUw6nU7tKroCk8lkMplERKfT8U96X/DHeR8ZjUbloFs31nndB/xx3kf8cd5fzf8TqV1IV2Dmj1Ov13PxA4BCp8y8ALQlJSVl+fLlIrJgwYIFCxaoXQ5wW0ZGxsKFC0Xk+eefX7x4sdrlALfl5OTMmzdPRJ555plVq1apXQ5w2/nz52NjY0VkwoQJ69atU7scAJaL088AAAAAAGgAAR4AAAAAAA0gwAMAAAAAoAEEeAAAAAAANIAADwAAAACABhDgAQAAAADQAB4jB2jS5cuXi4uLRcTHx8fHx0ftcoDb6urqzpw5IyK9evXq37+/2uUAt129evX06dMi4uHhMXDgQLXLAW67fv16Tk6OiLi6ugYEBKhdDgDLRYAHAAAAAEADWEIPAAAAAIAGEOABAAAAANAAAjwAAAAAABpAgAcAAAAAQAMI8AAAAAAAaICt2gUAuCdZWVnJycmlpaV1dXW9e/ceNGjQrFmzPD091a4LVqq2tvbHH3/Mzs6ur693cXEZPXr0rFmzXFxc1K4LYLaE5TIajXv37v3jjz/Kysrs7e0HDhwYFxc3bNgwtesCYIl4jBygYZs2bdqzZ4+I9OzZU6/XV1ZWNjU12dnZJSQkDB8+XO3qYHUqKipWrlxZUVEhIi4uLrW1tSLi6uq6bt06Ly8vtauDVWO2hMVqbGx8//33lYfAOzs737p16/r16yLyxhtvTJo0Se3qAFgcAjygVQUFBUuXLrW3t1+8ePHYsWNFpKGhYePGjYcPH/by8vrmm29sbGzUrhHWZdGiRcXFxcHBwfHx8S4uLpcuXfroo4+KiorGjBnz3nvvqV0drBezJSzZ5s2bd+/e3bt376VLlw4cOFBE9u7d++2333bv3n3jxo2c/QTQCvfAA1qVmppqMpliYmKU76Mi4ujoGB8f7+TkVFlZWVJSom55sDaFhYXFxcXu7u7Lli1T1sx7enquWrXKzs7uxIkTVVVVahcI68VsCYt148aNAwcOdO/effXq1X5+fjqdTqfTTZ48OSQkxGAwHD16VO0CAVgcAjygVcqXzpEjR7ZstLOz8/HxEZGLFy+qUxas1cGDB0Vk/PjxdnZ2zY16vf6xxx4zGo1paWmqVQarx2wJi5WWltbQ0DBu3LhW2zG89tpr69evf+KJJ9QqDIDFYhM7QKvmzp1rMBgGDx7csrGpqamyslJE2JkJD1hZWZmIBAYGtmoPDAzMyMgoLS1VoyhAhNkSFuzUqVMiMmbMmFbter1er9erUREAS0eAB7RqxIgRzcdNTU1Xr14tLS3ds2dPTU3NqFGjBg0apGJtsEKXL18WkbYbzistyquAKpgtYbGqq6tFxMPDIzMzMzU1tbCwUKfTDRgwICoqqvmODwBoiQAPdAVvvfXWP//8oxxHRkbOnz9f3XpghZSvoc7Ozq3alYtINTU1KtQEtMFsCYuinNw8dOhQamqqiLi7u1+5cuXkyZMnT56MiIiIj49Xu0AAFocAD3QFAQEBnp6eAwYMKCsrO3LkyMMPPxwdHa12UbBGOp2uVYvyrJNbt26pUQ7QGrMlLIpycjMlJSU2NnbmzJk9evQwmUzp6elffPHFwYMHAwMDw8LC1K4RgGUhwAOWbvbs2VeuXGn+MTQ0dMmSJa36tDxJv2HDhq+//trNzW3cuHEPqERAxN3dvaysrL6+3tvbu2V7fX29iLi5ualUF/A/mC1hURwdHevq6sLDw+fMmaO06HS60NDQmpqa77///sCBAwR4AK2wCz1g6YKCgka34OfnJyL19fVpaWmZmZlt+wcHB4tISkrKgy4U1k2J6HV1da3aldNP7u7uKtQEMFvCsilzY9vb3YOCgkTk7NmzyiImAGjGFXjA0i1evLhto8lk+vTTT+3t7bdv395q0fKNGzceVGnAbX369MnJycnLyxs9enTL9tOnT4tIq8vywAPDbAlL5uHhce7cucbGxlbtRqNRRHr06NH2viQAVo4r8IAm6fV6T0/PmzdvZmdnt3pJudDUt29fNeqC9YqIiBCRo0ePKt87FQaD4e+//9bpdOHh4eqVBqvGbAlLFhoaKiJHjhxp1X7s2DER8ff3V6EmAJaNAA9oVVRUlIh8+eWXubm5SovBYNi6dWt6erqDgwPbMuEBGzx4sJ+fX0VFxVdffdW8cd3atWsbGhrGjh3r5eWldoGwXsyWsFghISEeHh7Hjh377rvvrl+/LiJGo3Hfvn2JiYndunWLjY1Vu0AAFkfHrTWARjU1NS1fvjw/P19EHB0dnZ2dL126ZDQa7ezs4uPjn3zySbULhNUpLy9ftWpVRUWFk5NTv379zp8/f+PGDX9//5UrV7Z9PjzwwDBbwpIVFBSsWbOmtra2W7duHh4etbW1BoPBxsZm3rx5MTExalcHwOIQ4AENM5lM+/fvP3z4cHl5eUNDg4+Pj7+/f1xcnKenp9qlwUrV1tb+8MMP2dnZ9fX1rq6uY8aMmTt3roODg9p1wdoxW8KSVVVVJSUlnT17tqSkxMPDY+DAgbGxsf3791e7LgCWiAAPAAAAAIAGcA88AAAAAAAaQIAHAAAAAEADCPAAAAAAAGgAAR4AAAAAAA0gwAMAAAAAoAEEeAAAAAAANIAADwAAAACABhDgAQAAAADQAAI8AAAAAAAaQIAHAAAAAEADCPAAAAAAAGgAAR4AAAAAAA0gwANAF7RixQqdTqfT6Y4fP26+Z1BQkE6n8/b2btuoOHfuXIcf9+KLLzb337NnT3vdqqqqunfvrnR79NFHzY+ZmJioa4ednd2QIUNiYmI+++wzg8HQYXkAAABdAwEeAGDOjh07zHdobGxMTk7uzFBJSUm3bt1SjrOzswsLC++upMbGxjNnziQnJy9atGjkyJEdnqQAAADoGmzVLgAAYNGSkpLeeecdMx1+//332trazgz1yy+/tPwxMTFxxYoVHb5r9uzZISEhLVtqamoKCgp27Nhx7dq1wsLCuLi4vLw8JycnM4NERUXt378/Nzd3+PDhnSkVAADAAhHgAQB3Zm9vf/PmzRMnTly4cGHAgAHtddu5c6eIODg43Lhxw8xopaWl6enpIhIVFfXnn382NDRs27atMwE+LCxs/vz5bdvXrFkTExOTlZVVUlLywQcfrF27tr0RysvLU1NTO/wgAAAAC8cSegDAnQUFBXl5eYnZVfRNTU3KTe+RkZHmR0tMTDSZTCLy6quvRkdHi8jp06dzc3Pvurw+ffps2bJFOT506JCZCl966aWmpqa7/iAAAAALQYAHANyZra3t9OnTRSQpKam9PocPH7506ZJOp1N6mqGsn3/ooYeio6NnzpypNCYmJt5LhUOGDOnfv7+IFBQUKGcHml26dCk9Pf3jjz8eNGhQSkrKvXwKAACAhSDAAwDapSTtzMzMkpKSO3ZQ1s8//vjjffv2NTNOUVFRVlaWMqC9vf3kyZN79Ogh9xzgRcTV1VVErl692tDQ0NzY1NTk5eUVGhq6bNmyzuyiDwAAoAkEeABAu8LCwjw8PKSdVfQmk2n37t0iMmPGDPPjbNu2TTl44YUXRMTJyenpp58WkaKiouzs7Lsuz2AwFBQUiIivr2/Pnj1bvhTSgp+f311/BAAAgOUgwAMA2mVraztt2jRpZxV9RkbGxYsXReTZZ581P46yft7b2zssLExpaV5F35zt70JCQoKyc94jjzzSst3GxuZIC0uWLLnrjwAAALAcBHiFmtwbAAAE8klEQVQAgDlK0j5+/Pi///7b6iVl/XxwcLCZPepF5NSpU/n5+SIya9asbt3+//+dKVOm2Nvbi8j27dv/a0l1dXWZmZlz5sz58MMPRcTGxubdd9/9r4MAAABoDgEeAGBOeHi4m5ubyWRS4npLu3btkhbX0tvT/Ph3Zf28Qq/XT5o0SUQuXLhw/PhxM29/5ZVXdP/LxcVl7NixW7ZsUTauW7p06ZgxY/77bwYAAKAxBHgAgDm2trZTp06VNqvos7KyLly4IJ24AV7ZqS4gICA4OLhl+73vRd+rV6+dO3euXr367t4OAACgLbZqFwAAsHSxsbGbN2/OyMgoLS1t3m1euSA/atQof39/M+/NyMhQcn7Ly++KmJgYOzs7g8Gwffv2Tz75RKfT3XGE2bNnh4SEtGp0c3MLDAwMCAhoXpMPAADQ5RHgAQAdiIiIcHFxqa2t3bVrV3x8vNKoBPgOL783r59PSEhISEi4Y5+ysrL09PTQ0NA7vhoWFjZ//vy7LB0AAKAL4cIFAHRlyl3i99JBRLp37x4TEyMtVtHn5uYWFhZKRzfAG43GO25f39a9PxAeAACgy+MKPAB0QU5OTsqB8pg3M8rKykREr9eb7xYbG/vTTz/99ddfFy9e7NOnj3L5fejQoUOHDjXzrkOHDlVUVIjIjBkz5s2b17ZDY2NjXFxcY2NjUlLS+vXrbWxszJcBAABgzQjwANAF+fr6KgcnT54085D2kpKSqqoqETH/HDgRmThxol6vv3Llys6dOxcuXKgE+M7vP79w4cKnnnrqjn0iIiL27dtXWVmZlpYWHh5ufkAAAABrxhJ6AOiCIiIilN3dNm3aVF5e3l63ZcuWKQfR0dHmB7S3t1dW0e/YsaOoqCgnJ0c6ugHeYDAoz5nz9vZu7/52uR970QMAAFgJAjwAdEGenp7KkvWKiopp06bl5eW16lBXV/f2228rV8i9vb1ffvnlDsdUknZ6evqGDRtExN/ff9SoUWb6HzhwoKamRnmjmb3ip06damtrKyK7du1qbGzssAwAAACrxRJ6AOia1q1bd+zYsby8vMzMzMDAwMjIyBEjRvTr16+6urq4uHjfvn2XL18WEQcHh59//tnZ2bnDASMjI52dnevr65UA3/n955977jkz3dzd3SdMmJCamlpdXX3w4MGoqKjO/oYAAABWhivwANA1ubq6Hj58+M0337SzszMajfv27Vu3bl18fHxCQsLWrVuV9D5x4sRjx46FhYV1ZkAHB4cpU6aIiNFolI5ugG9oaPjtt99EpG/fvuPHjzc/MqvoAQAAOoMADwBdlpub2+eff56fn79kyZKYmJhhw4Y5Ojr6+vqGh4e//vrrKSkpKSkp5pfBt9KctH19fYODg830TE5OvnbtmojExsbqdDrzw06fPl3Zf/7XX3+9efNm5+sBAACwKrrOPAEYAAAAAACoiyvwAAAAAABoAAEeAAAAAAANIMADAAAAAKABBHgAAAAAADSAAA8AAAAAgAYQ4AEAAAAA0AACPAAAAAAAGkCABwAAAABAAwjwAAAAAABoAAEeAAAAAAANIMADAAAAAKABBHgAAAAAADSAAA8AAAAAgAYQ4AEAAAAA0AACPAAAAAAAGkCABwAAAABAAwjwAAAAAABoAAEeAAAAAAANIMADAAAAAKABBHgAAAAAADSAAA8AAAAAgAb8H5Rfnjrc3me2AAAAAElFTkSuQmCC" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb.pdf&quot;),
+       width = 5.5, height = 3.5)</code></pre>
+<pre class="r"><code>mb_umap_plot_df &lt;- mb_umap_plot_df %&gt;%
+  dplyr::mutate(methyl_mismatch = case_when(
+    sample_id %in% c(&quot;7316-1884&quot;, &quot;7316-1676&quot;,
+                     &quot;7316-1666&quot;, &quot;7316-3202&quot;) ~ &quot;Yes&quot;,
+    TRUE ~ &quot;No&quot;
+  ))
+
+mb_umap_plot_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = methyl_mismatch)) +
+  geom_point(alpha = 0.7) +
+  labs(color = &quot;molecular subtype&quot;,
+       shape = &quot;Non-MB methylation&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) </code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_methylation_mismatch.pdf&quot;),
+       width = 5.5, height = 3.5)</code></pre>
+<p>Identify 20k most variable probes among MB Group 3/4 samples</p>
+<pre class="r"><code>g34_samples &lt;- hist_mb_methyl %&gt;%
+  dplyr::filter(molecular_subtype %in% c(&quot;MB, Group3&quot;, &quot;MB, Group4&quot;)) %&gt;%
+  pull(Kids_First_Biospecimen_ID_methyl)
+
+mb_g34_methyl_var &lt;- apply(mb_methyl[,colnames(mb_methyl) %in% g34_samples], 1, var, na.rm = TRUE)
+
+mb_g34_var_probes &lt;- names(sort(mb_g34_methyl_var, decreasing = TRUE)[1:20000])</code></pre>
+<pre class="r"><code>mb_g34_umap_results &lt;- umap::umap(t(mb_methyl[mb_g34_var_probes, colnames(mb_methyl) %in% g34_samples]))
+mb_g34_umap_plot_df &lt;- data.frame(mb_g34_umap_results$layout) %&gt;%
+  tibble::rownames_to_column(&quot;Kids_First_Biospecimen_ID_methyl&quot;) %&gt;%
+  left_join(hist_mb_methyl)</code></pre>
+<pre><code>## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`</code></pre>
+<p>Plot UMAP with molecular subtype and age range</p>
+<pre class="r"><code>mb_g34_umap_plot_df %&gt;%
+  dplyr::filter(grepl(&quot;MB_G34&quot;, dkfz_v12_methylation_subclass))  %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = dkfz_v12_methylation_subclass,
+             shape = molecular_subtype)) +
+  geom_point(alpha = 0.7) +
+  labs(color = &quot;methylation subtype&quot;,
+       shape = &quot;molecular subtype&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) </code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_group34.pdf&quot;),
+       width = 5.5, height = 3.5)</code></pre>
+<p>Identify 10k most variable probes among MB SHH samples</p>
+<pre class="r"><code>mb_shh_methyl_var &lt;- apply(mb_methyl[,colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl], 1, var, na.rm = TRUE)
+
+mb_shh_var_probes &lt;- names(sort(mb_shh_methyl_var, decreasing = TRUE)[1:20000])</code></pre>
+<p>Generate UMAP df</p>
+<pre class="r"><code>mb_shh_umap_results &lt;- umap::umap(t(mb_methyl[mb_shh_var_probes, colnames(mb_methyl) %in% mb_shh_subtypes$Kids_First_Biospecimen_ID_methyl]))
+mb_shh_umap_plot_df &lt;- data.frame(mb_shh_umap_results$layout) %&gt;%
+  tibble::rownames_to_column(&quot;Kids_First_Biospecimen_ID_methyl&quot;) %&gt;%
+  inner_join(mb_shh_subtypes)</code></pre>
+<pre><code>## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`</code></pre>
+<pre class="r"><code>mb_shh_umap_plot_df &lt;- mb_shh_umap_plot_df %&gt;%
+  dplyr::mutate(age_range = case_when(
+    age_at_diagnosis_years &lt; 5 ~ &quot;[0,5)&quot;,
+    age_at_diagnosis_years &lt; 10 ~ &quot;[5,10)&quot;,
+    age_at_diagnosis_years &lt; 15 ~ &quot;[10,15)&quot;,
+    TRUE ~ &quot;&gt;=15&quot;
+  )) %&gt;%
+  dplyr::mutate(age_range = fct_relevel(age_range,
+                                        c(&quot;[0,5)&quot;, &quot;[5,10)&quot;,
+                                          &quot;[10,15)&quot;, &quot;&gt;=15&quot;))) %&gt;%
+  dplyr::mutate(consensus_CN_MYCN = case_when(
+    is.na(consensus_CN_MYCN) ~ &quot;neutral&quot;,
+    TRUE ~ consensus_CN_MYCN
+  )) %&gt;%
+    dplyr::mutate(consensus_CN_GLI2 = case_when(
+    is.na(consensus_CN_GLI2) ~ &quot;neutral&quot;,
+    TRUE ~ consensus_CN_GLI2
+  )) %&gt;%
+    dplyr::mutate(consensus_CN_CCND2 = case_when(
+    is.na(consensus_CN_CCND2) ~ &quot;neutral&quot;,
+    TRUE ~ consensus_CN_CCND2
+  )) %&gt;%
+    dplyr::mutate(consensus_CN_PTEN = case_when(
+    is.na(consensus_CN_PTEN) ~ &quot;neutral&quot;,
+    TRUE ~ consensus_CN_PTEN
+  )) %&gt;%
+  dplyr::mutate(classification_source = case_when(
+    classification_source == &quot;Genomic/Expression&quot; ~ &quot;Molecular&quot;,
+    is.na(classification_source) ~ &quot;Unavailable&quot;,
+    TRUE ~ classification_source
+  )) %&gt;%
+  write_tsv(file.path(results_dir, &quot;mb_shh_subtypes_w_molecular_umap_data.tsv&quot;))</code></pre>
+<p>Plot UMAP with molecular subtype, classification source, and age
+range</p>
+<pre class="r"><code>mb_shh_umap_plot_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             size = age_range,
+             shape = classification_source)) +
+  geom_point(alpha = 0.7) +
+  labs(color = &quot;molecular subtype&quot;,
+       size = &quot;age range (years)&quot;,
+       shape = &quot;classifcation source&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c(&quot;aquamarine3&quot;, &quot;goldenrod2&quot;, 
+                                &quot;royalblue1&quot;, &quot;plum4&quot;,
+                                &quot;gray&quot;)) +
+  guides(color = guide_legend(order = 1),
+         shape  = guide_legend(order = 2),
+         size  = guide_legend(order = 3))</code></pre>
+<pre><code>## Warning: Using size for a discrete variable is not advised.</code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_shh.pdf&quot;),
+       width = 6.5, height = 4.5)</code></pre>
+<pre><code>## Warning: Using size for a discrete variable is not advised.</code></pre>
+<p>Plot UMAP with methylation subtype and methylation score</p>
+<pre class="r"><code>mb_shh_umap_plot_df %&gt;%
+  dplyr::filter(grepl(&quot;MB&quot;, dkfz_v12_methylation_subclass_collapsed)) %&gt;%
+  
+  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 = &quot;methylation subtype&quot;,
+       alpha = &quot;methylation subtype score&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c(&quot;goldenrod2&quot;, &quot;royalblue1&quot;,
+                                &quot;aquamarine3&quot;, &quot;plum4&quot;))</code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_shh_methylation_subtype.pdf&quot;),
+       width = 5.5, height = 3.5)</code></pre>
+<p>Plot UMAP with CN status for MYCN, GLI2, CCND2, and PTEN</p>
+<pre class="r"><code>umap_plot_cn_df &lt;- mb_shh_umap_plot_df %&gt;%
+  dplyr::select(molecular_subtype, X1, X2,
+                consensus_CN_MYCN,
+                consensus_CN_GLI2,
+                consensus_CN_CCND2,
+                consensus_CN_PTEN) %&gt;%
+  dplyr::rename(MCYN = consensus_CN_MYCN,
+                GLI2 = consensus_CN_GLI2,
+                CCND2 = consensus_CN_CCND2,
+                PTEN = consensus_CN_PTEN) %&gt;%
+  gather(key = &quot;gene_name&quot;, value = &quot;CN_status&quot;,
+         -molecular_subtype, -X1, -X2)
+
+umap_plot_cn_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = CN_status)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = &quot;methylation subtype&quot;,
+       shape = &quot;CN status&quot;) +
+  facet_wrap(~gene_name, nrow = 2) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c(&quot;aquamarine3&quot;, &quot;goldenrod2&quot;, 
+                                &quot;royalblue1&quot;, &quot;plum4&quot;,
+                                &quot;gray&quot;))</code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_shh_cn_status.pdf&quot;),
+       width = 8, height = 5.5)</code></pre>
+<p>Plot UMAP with TP53 alteration status</p>
+<pre class="r"><code>mb_shh_umap_plot_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = molecular_subtype,
+             shape = tp53_status)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = &quot;methylation subtype&quot;,
+       shape = &quot;TP53 status&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) +
+  # colors to match subtypes in Garcia-Lopez 2020 review
+  scale_color_manual(values = c(&quot;aquamarine3&quot;, &quot;goldenrod2&quot;, 
+                                &quot;royalblue1&quot;, &quot;plum4&quot;,
+                                &quot;gray&quot;))</code></pre>
+<p><img role="img" 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" width="672" /></p>
+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_shh_tp53_status.pdf&quot;),
+       width = 5.5, height = 3.5)</code></pre>
+<p>Identify 20k most variable probes among MB samples</p>
+<pre class="r"><code>wnt_samples &lt;- hist_mb_methyl %&gt;%
+  dplyr::filter(molecular_subtype %in% c(&quot;MB, WNT&quot;)) %&gt;%
+  pull(Kids_First_Biospecimen_ID_methyl)
+
+mb_wnt_methyl_var &lt;- apply(mb_methyl[,colnames(mb_methyl) %in% wnt_samples], 1, var, na.rm = TRUE)
+
+mb_wnt_var_probes &lt;- names(sort(mb_wnt_methyl_var, decreasing = TRUE)[1:20000])</code></pre>
+<pre class="r"><code>set.seed(2024)
+
+mb_wnt_umap_results &lt;- umap::umap(t(mb_methyl[mb_wnt_var_probes, colnames(mb_methyl) %in% wnt_samples]))
+mb_wnt_umap_plot_df &lt;- data.frame(mb_wnt_umap_results$layout) %&gt;%
+  tibble::rownames_to_column(&quot;Kids_First_Biospecimen_ID_methyl&quot;) %&gt;%
+  left_join(hist_mb_methyl)</code></pre>
+<pre><code>## Joining with `by = join_by(Kids_First_Biospecimen_ID_methyl)`</code></pre>
+<p>Plot UMAP with molecular subtype and age range</p>
+<pre class="r"><code>mb_wnt_umap_plot_df %&gt;%
+  ggplot(aes(x = X1, 
+             y = X2,
+             color = dkfz_v12_methylation_subclass)) +
+  geom_point(alpha = 0.7, size = 3) +
+  labs(color = &quot;methylation subtype&quot;) +
+  theme_bw() +
+  xlab(&quot;UMAP1&quot;) +
+  ylab(&quot;UMAP2&quot;) </code></pre>
+<p><img role="img" 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" 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+<pre class="r"><code>ggsave(file.path(plots_dir, &quot;umap_mb_wnt.pdf&quot;),
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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_group34.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_group34.pdf
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diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_shh.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_shh.pdf
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diff --git a/analyses/molecular-subtyping-MB/plot/umap_mb_shh_cn_status.pdf b/analyses/molecular-subtyping-MB/plot/umap_mb_shh_cn_status.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
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+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