Table 1.
Model STEM Profiles |
KEGG Pathway Enrichment Within Model STEM Chronological Profiles |
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Profile # | P Value | Annotated Genes, n | Pathway ID | Definition - Mus musculus (mouse) | Fisher P Value | Enrichment Score (-log10 P value) |
1 | 0.00 | 174 | mmu04141 | protein processing in endoplasmic reticulum | 9.58E−14 | 13.02 |
mmu03060 | protein export | 4.32E−06 | 5.36 | |||
mmu04910 | insulin signaling pathway | 2.47E−05 | 4.61 | |||
mmu04130 | SNARE interactions in vesicular transport | 4.04E−05 | 4.39 | |||
2 | 0.00 | 96 | mmu00190 | oxidative phosphorylation | 6.79E−05 | 4.17 |
3 | 3.50E−266 | 44 | mmu04060 | cytokine-cytokine receptor interaction | 4.41E−05 | 4.36 |
mmu04115 | p53 signaling pathway | 0.0160 | 1.80 | |||
4 | 5.30E−218 | 170 | mmu04972 | pancreatic secretion | 2.60E−09 | 8.59 |
mmu04911 | insulin secretion | 9.23E−08 | 7.03 | |||
mmu04080 | neuroactive ligand-receptor interaction | 2.69E−05 | 4.57 | |||
3.20E−210 | 127 | mmu03030 | DNA replication | 2.08E−08 | 7.68 | |
mmu03440 | homologous recombination | 1.85E−05 | 4.73 | |||
mmu03410 | base excision repair | 0.0010 | 3.01 | |||
6 | 4.50E−180 | 76 | mmu01040 | biosynthesis of unsaturated fatty acids | 0.0012 | 2.94 |
mmu01212 | fatty acid metabolism | 0.0057 | 2.24 | |||
7 | 3.00E−121 | 59 | mmu00532 | glycosaminoglycan biosynthesis | 0.0094 | 2.03 |
mmu00620 | pyruvate metabolism | 0.0149 | 1.83 | |||
8 | 7.40E−75 | 20 | mmu00310 | lysine degradation | 0.0030 | 2.53 |
9 | 3.80E−70 | 40 | mmu00020 | citrate cycle (TCA cycle) | 0.0053 | 2.28 |
mmu04151 | PI3K-Akt signaling pathway | 0.0392 | 1.41 | |||
10 | 7.60E−70 | 82 | mmu03020 | RNA polymerase | 3.23E−05 | 4.49 |
mmu03050 | proteasome | 2.91E−03 | 2.54 | |||
mmu04310 | Wnt signaling pathway | 1.34E−02 | 1.87 | |||
11 | 4.80E−47 | 75 | mmu04015 | Rap1 signaling pathway | 6.44E−05 | 4.19 |
mmu04014 | Ras signaling pathway | 0.0145 | 1.84 | |||
mmu04350 | TGF-beta signaling pathway | 0.0490 | 1.31 | |||
12 | 2.90E−21 | 32 | mmu04015 | Rap1 signaling pathway | 0.0090 | 2.05 |
mmu00520 | amino sugar and nucleotide sugar metabolism | 0.0439 | 1.36 | |||
13 | 4.20E−17 | 84 | mmu04660 | T cell receptor signaling pathway | 1.61E−09 | 8.79 |
mmu04210 | apoptosis | 9.11E−07 | 6.04 | |||
14 | 7.20E−09 | 14 | mmu00514 | other types of O-glycan biosynthesis | 0.0085 | 2.07 |
15 | 1.80E−08 | 12 | mmu04915 | estrogen signaling pathway | 0.0180 | 1.74 |
16 | 4.10E−08 | 133 | mmu04064 | NF-kappa B signaling pathway | 2.28E−08 | 7.64 |
mmu04060 | cytokine-cytokine receptor interaction | 2.66E−07 | 6.58 | |||
mmu04668 | TNF signaling pathway | 1.45E−05 | 4.84 | |||
17 | 3.00E−06 | 56 | mmu04142 | lysosome | 0.0024 | 2.62 |
mmu04330 | Notch signaling pathway | 0.0366 | 1.44 | |||
18 | 8.80E−05 | 44 | mmu00190 | oxidative phosphorylation | 0.0009 | 3.04 |
19 | 0.01 | 110 | mmu04662 | B cell receptor signaling pathway | 0.0002 | 3.72 |
Left: table depicts 19 distinct significant time-dependent model profiles (numbered 1–19) obtained by short time-series expression miner (STEM) analysis with corresponding P values for statistically significant overenrichment of genes. Right: number of annotated genes belonging to each of the 19 chronological profiles significantly enriched for specific KEGG biological pathways depicted with their respective Fisher P values and enrichment scores.