From da5ec1335f3704e87ac36b4d926131841f9abfb8 Mon Sep 17 00:00:00 2001
From: Thomas Rauter <93391936+Thomas-Rauter@users.noreply.github.com>
Date: Wed, 25 Sep 2024 08:54:30 +0200
Subject: [PATCH] Rename report_clustered_hits_PTX_19_09_2024-13_47_08.html to
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Note!
Clustering of features that show significant changes over time (= hits).
Clustering was done based on the min-max normalized shape of the spline.
For this, the spline parameters in the limma topTable are used to generate 1000 curve datapoints between 0 and 1. These datapoints are used for hierarchical clustering.
Right-click on any plot in this report to save it as a .svg (vector graphic) file!
If one level of the experiment is not shown, it means it has < 2 hits!
feature_name "formula": {annotation-column-x}_{annotation-column-y}_ ... :
Hotkeys
Press:
t --> Jump to Table of Contents and save current scroll position 📑
s --> Save current scroll position 📌
b --> Jump back to saved position 🔙
d --> Download all embedded files as zip 📥
e --> Write an email to contact info ✉
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Report Info ℹ
-omics data type
- : | PTX |
-data description
- : | Proteomics data of CHO cells |
-data collection date
- : | February 2024 |
-meta condition
- : | Phase |
-meta batch
- : | Reactor, |
-limma design
- : | ~ 1 + Phase*X + Reactor |
-analyst name
- : | Thomas Rauter |
-contact info
- : | thomas.rauter@plus.ac.at |
-project name
- : | DGTX |
-method description
- : | NA |
-results summary
- : | NA |
-conclusions
- : | NA |
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Downloads 📥
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-Exponential
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- Spline-type: Natural cubic spline
- DoF: 2
- Knots: NA
- Boundary-knots: NA
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-adj.p-value threshold: 0.050
Number of hits: 134
-Overall Clustering
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-Min-max normalized individual and mean splines
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-Z-Score of log2 Value Heatmap
Rows = features (labels on the right, cluster labels on the left), columns = timepoints; Blue = down, red = up, --> compared to the rest
- of the row;
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-Individual Significant Features (Hits) Splines
- Asterisks definition:
Adj. p-value < 0.05 --> *
Adj. p-value < 0.01 --> **
Adj. p-value < 0.001 --> ***
-Cluster 1 | Hits: 30
ASPSCR1 tether for SLC2A4, UBX domain containing
ATP synthase membrane subunit f
ATPase plasma membrane Ca2+ transporting 3
CCHC-type zinc finger nucleic acid binding protein
ER membrane protein complex subunit 3
LKAAEAR motif containing 1
UTP20 small subunit processome component
actin like 6A
actin related protein 3
acyl-CoA desaturase 1
adhesion G protein-coupled receptor F5
calcium release activated channel regulator 2A
chloride channel CLIC like 1
coiled-coil domain containing 60
crystallin beta A4
geranylgeranyl diphosphate synthase 1
immunoglobulin superfamily containing leucine rich repeat
membrane bound O-acyltransferase domain containing 4
pleckstrin homology and coiled-coil domain containing D1
protein-L-isoaspartate (D-aspartate) O-methyltransferase domain containing 1
regulator of G protein signaling 7
small integral membrane protein 41
solute carrier family 26 member 9
speedy protein E4
striatin
synoviolin 1
tRNA aspartic acid methyltransferase 1
ubiquitin conjugating enzyme E2 W
ubiquitin specific peptidase 19
zinc finger CCCH-type containing 14
-Cluster 2 | Hits: 46
1-acylglycerol-3-phosphate O-acyltransferase 2
AHNAK nucleoprotein 2
ATPase phospholipid transporting 10D (putative)
C-type lectin domain containing 16A
CLOCK interacting pacemaker
CTTNBP2 N-terminal like
DEAD-box helicase 27
DNA fragmentation factor subunit beta
DnaJ heat shock protein family (Hsp40) member B5
EPH receptor A1
GDNF family receptor alpha 2
NPC1 like intracellular cholesterol transporter 1
RNA polymerase III subunit B
SAP domain-containing ribonucleoprotein-like
SKI family transcriptional corepressor 1
STIL centriolar assembly protein
WD repeat containing, antisense to TP73
acid sensing ion channel subunit 2
afadin, adherens junction formation factor
ankyrin repeat and sterile alpha motif domain containing 1B
armadillo repeat-containing protein 7
cell division cycle associated 3
cofilin 1
coiled-coil domain containing 142
cytidine/uridine monophosphate kinase 1
family with sequence similarity 181 member A
glutathione S-transferase zeta 1
inhibitor of nuclear factor kappa B kinase subunit beta
leucine rich repeat containing 14B
lysine acetyltransferase 2A
poly(A) binding protein cytoplasmic 4 like
protein phosphatase 1 regulatory subunit 26
ribonucleic acid export 1
schwannomin-interacting protein 1
serine/threonine-protein phosphatase 2A 55 kDa regulatory subunit B
serotransferrin
small EDRK-rich factor 2
solute carrier family 35 member D3
spidroin-2-like
sterile alpha motif domain containing 12
structural maintenance of chromosomes 3
testis associated actin remodelling kinase 2
thioredoxin domain containing 16
ubiquitin conjugating enzyme E2 U
vesicle trafficking 1
zinc finger MIZ-type containing 2
-Cluster 3 | Hits: 15
ADP ribosylation factor like GTPase 1
Coenzyme A synthase
IQ motif containing G
RB binding protein 9, serine hydrolase
SH3 domain-binding glutamic acid-rich-like protein 2
aquaporin 3 (Gill blood group)
cationic trypsin-3
complement factor H-related protein 2-like
eukaryotic translation initiation factor 2B subunit epsilon
heat shock protein HSP 90-alpha-like
kelch domain containing 10
snRNA-activating protein complex subunit 5-like
trans-golgi network vesicle protein 23 homolog A
tripartite motif containing 21
ubiquinol-cytochrome-c reductase complex assembly factor 3
-Cluster 4 | Hits: 18
BPI fold containing family B member 3
NIMA related kinase 5
SEC14 like lipid binding 2
THAP domain containing 6
TNF receptor superfamily member 21
aldehyde dehydrogenase, dimeric NADP-preferring
ankyrin repeat domain-containing protein 26-like
anti-Mullerian hormone
armadillo repeat containing 3
capping actin protein of muscle Z-line subunit alpha 2
cytochrome c, testis-specific
family with sequence similarity 170 member A
glycosyltransferase 8 domain containing 2
guided entry of tail-anchored proteins factor 3, ATPase
histone H2B subacrosomal variant
karyopherin subunit alpha 7
serine/threonine kinase 40
transmembrane 7 superfamily member 2
-Cluster 5 | Hits: 17
A-kinase anchoring protein 8
N-terminal EF-hand calcium binding protein 2
NADH dehydrogenase [ubiquinone] 1 alpha subcomplex assembly factor 4-like
RNA binding protein, mRNA processing factor 2
actin filament associated protein 1 like 1
annexin A9
betaine--homocysteine S-methyltransferase
chaperonin containing TCP1 subunit 3
chromosome unknown C1orf232 homolog
crystallin lambda 1
lymphocyte transmembrane adaptor 1
mitochondrial nucleoid associated protein 1
programmed cell death 6 interacting protein
ribosomal protein S24
solute carrier family 43 member 3
transient receptor potential cation channel subfamily C member 1
triggering receptor expressed on myeloid cells 1
-Cluster 6 | Hits: 8
ALG11 alpha-1,2-mannosyltransferase
ATPase H+ transporting V0 subunit d1
ATPase H+ transporting V1 subunit C2
CKLF-like MARVEL transmembrane domain-containing protein 2
core 1 synthase, glycoprotein-N-acetylgalactosamine 3-beta-galactosyltransferase 1
phosphatidylinositol-4-phosphate 3-kinase catalytic subunit type 2 alpha
prolyl-tRNA synthetase associated domain-containing protein 1-like
zinc finger and BTB domain containing 38
-Stationary
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- Spline-type: Natural cubic spline
- DoF: 2
- Knots: NA
- Boundary-knots: NA
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-adj.p-value threshold: 0.050
Number of hits: 14
-Overall Clustering
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-Min-max normalized individual and mean splines
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-Z-Score of log2 Value Heatmap
Rows = features (labels on the right, cluster labels on the left), columns = timepoints; Blue = down, red = up, --> compared to the rest
- of the row;
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-Individual Significant Features (Hits) Splines
- Asterisks definition:
Adj. p-value < 0.05 --> *
Adj. p-value < 0.01 --> **
Adj. p-value < 0.001 --> ***
-Cluster 1 | Hits: 11
CD226 molecule
S100 calcium binding protein G
SEC61 translocon subunit alpha 2
SKI8 subunit of superkiller complex
adaptor related protein complex 5 subunit sigma 1
hemojuvelin BMP co-receptor
ribosomal protein S24
ribosomal protein S5
surfactant associated 2
trinucleotide repeat containing 18
ubiquitin like with PHD and ring finger domains 1
-Cluster 2 | Hits: 2
G2 and S-phase expressed 1
cadherin-6
-Cluster 3 | Hits: 1
COMM domain-containing protein 9
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