AME (Analysis of Motif Enrichment; tool in MEME Suite) is used to do motif enrichment analysis. For a given motif set and a set of sequences, test whether a motif occurs significantly in the sequences.
Some windows were extracted and fed to AME to perform motif enrichment analysis (search in JASPAR 2016 vertebrates). Here top 0.1% windows that decrease the score most in positive sequences and top 0.1% windows that increase the score most in negative sequences and randomly selected windows in positive sequences were analyzed respectively.
Results of randomly selected windows can be found: - E081 top 0.1% positive, - E081 random positive, - E081 top 0.1% negative, - Noonan top 0.1% positive, - Noonan random positive, - Noonan top 0.1% negative, - hNSC-50 top 0.1% positive, - hNSC-50 random positive, - hNSC-50 top 0.1% negative,
Here JASPAR TFs is selected as the background protein list.
library(pander)
pandoc.table(tf.counts)
top0.1_positive | top0.1_negative | random_positive | |
---|---|---|---|
E081 | 127 | 72 | 1 |
Noonan | 7 | 38 | 0 |
hNSC-50 | 132 | 52 | 0 |
## Warning in .local(object, test.stat, ...): No enrichment can pe performed - there are no feasible GO terms!
panderOptions('knitr.auto.asis', FALSE)
panderOptions('table.split.table', Inf)
for (i in names(go.results)){
cat('\n')
cat("## ", i, "\n")
pander(go.results[[i]])
cat('\n')
}
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0006260 | DNA replication | 8 | 6 | 2.23 | 0.007 |
GO:0021953 | central nervous system neuron differenti… | 39 | 17 | 10.86 | 0.019 |
GO:0021520 | spinal cord motor neuron cell fate speci… | 7 | 5 | 1.95 | 0.020 |
GO:0000083 | regulation of transcription involved in … | 5 | 4 | 1.39 | 0.023 |
GO:0060706 | cell differentiation involved in embryon… | 5 | 4 | 1.39 | 0.023 |
GO:0021515 | cell differentiation in spinal cord | 21 | 10 | 5.85 | 0.038 |
GO:0021522 | spinal cord motor neuron differentiation | 13 | 7 | 3.62 | 0.040 |
GO:0000278 | mitotic cell cycle | 24 | 11 | 6.68 | 0.040 |
GO:0001708 | cell fate specification | 24 | 11 | 6.68 | 0.040 |
GO:0048663 | neuron fate commitment | 27 | 12 | 7.52 | 0.042 |
GO:0010002 | cardioblast differentiation | 6 | 4 | 1.67 | 0.053 |
GO:0021527 | spinal cord association neuron different… | 6 | 4 | 1.67 | 0.053 |
GO:0021871 | forebrain regionalization | 6 | 4 | 1.67 | 0.053 |
GO:0021978 | telencephalon regionalization | 6 | 4 | 1.67 | 0.053 |
GO:0051054 | positive regulation of DNA metabolic pro… | 6 | 4 | 1.67 | 0.053 |
GO:0000082 | G1/S transition of mitotic cell cycle | 11 | 6 | 3.06 | 0.054 |
GO:0044843 | cell cycle G1/S phase transition | 11 | 6 | 3.06 | 0.054 |
GO:0048665 | neuron fate specification | 14 | 7 | 3.9 | 0.062 |
GO:0021895 | cerebral cortex neuron differentiation | 4 | 3 | 1.11 | 0.067 |
GO:0030878 | thyroid gland development | 4 | 3 | 1.11 | 0.067 |
GO:0042693 | muscle cell fate commitment | 4 | 3 | 1.11 | 0.067 |
GO:0045740 | positive regulation of DNA replication | 4 | 3 | 1.11 | 0.067 |
GO:0050900 | leukocyte migration | 4 | 3 | 1.11 | 0.067 |
GO:0070365 | hepatocyte differentiation | 4 | 3 | 1.11 | 0.067 |
GO:0000910 | cytokinesis | 2 | 2 | 0.56 | 0.077 |
GO:0001711 | endodermal cell fate commitment | 2 | 2 | 0.56 | 0.077 |
GO:0001714 | endodermal cell fate specification | 2 | 2 | 0.56 | 0.077 |
GO:0003016 | respiratory system process | 2 | 2 | 0.56 | 0.077 |
GO:0003263 | cardioblast proliferation | 2 | 2 | 0.56 | 0.077 |
GO:0003264 | regulation of cardioblast proliferation | 2 | 2 | 0.56 | 0.077 |
GO:0003266 | regulation of secondary heart field card… | 2 | 2 | 0.56 | 0.077 |
GO:0006261 | DNA-dependent DNA replication | 2 | 2 | 0.56 | 0.077 |
GO:0010842 | retina layer formation | 2 | 2 | 0.56 | 0.077 |
GO:0032465 | regulation of cytokinesis | 2 | 2 | 0.56 | 0.077 |
GO:0032466 | negative regulation of cytokinesis | 2 | 2 | 0.56 | 0.077 |
GO:0032875 | regulation of DNA endoreduplication | 2 | 2 | 0.56 | 0.077 |
GO:0032877 | positive regulation of DNA endoreduplica… | 2 | 2 | 0.56 | 0.077 |
GO:0034505 | tooth mineralization | 2 | 2 | 0.56 | 0.077 |
GO:0035088 | establishment or maintenance of apical/b… | 2 | 2 | 0.56 | 0.077 |
GO:0042023 | DNA endoreduplication | 2 | 2 | 0.56 | 0.077 |
GO:0044786 | cell cycle DNA replication | 2 | 2 | 0.56 | 0.077 |
GO:0045197 | establishment or maintenance of epitheli… | 2 | 2 | 0.56 | 0.077 |
GO:0045736 | negative regulation of cyclin-dependent … | 2 | 2 | 0.56 | 0.077 |
GO:0048570 | notochord morphogenesis | 2 | 2 | 0.56 | 0.077 |
GO:0051782 | negative regulation of cell division | 2 | 2 | 0.56 | 0.077 |
GO:0060539 | diaphragm development | 2 | 2 | 0.56 | 0.077 |
GO:0060717 | chorion development | 2 | 2 | 0.56 | 0.077 |
GO:0060718 | chorionic trophoblast cell differentiati… | 2 | 2 | 0.56 | 0.077 |
GO:0061245 | establishment or maintenance of bipolar … | 2 | 2 | 0.56 | 0.077 |
GO:0071157 | negative regulation of cell cycle arrest | 2 | 2 | 0.56 | 0.077 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0045995 | regulation of embryonic development | 9 | 5 | 1.23 | 0.0033 |
GO:0055088 | lipid homeostasis | 9 | 5 | 1.23 | 0.0033 |
GO:0001570 | vasculogenesis | 6 | 4 | 0.82 | 0.0038 |
GO:0003197 | endocardial cushion development | 7 | 4 | 0.96 | 0.0080 |
GO:0003281 | ventricular septum development | 7 | 4 | 0.96 | 0.0080 |
GO:0003181 | atrioventricular valve morphogenesis | 4 | 3 | 0.55 | 0.0088 |
GO:0060317 | cardiac epithelial to mesenchymal transi… | 4 | 3 | 0.55 | 0.0088 |
GO:1905314 | semi-lunar valve development | 4 | 3 | 0.55 | 0.0088 |
GO:0031668 | cellular response to extracellular stimu… | 15 | 6 | 2.05 | 0.0093 |
GO:0003279 | cardiac septum development | 11 | 5 | 1.5 | 0.0096 |
GO:0003170 | heart valve development | 8 | 4 | 1.09 | 0.0144 |
GO:0003179 | heart valve morphogenesis | 8 | 4 | 1.09 | 0.0144 |
GO:1901617 | organic hydroxy compound biosynthetic pr… | 8 | 4 | 1.09 | 0.0144 |
GO:0031669 | cellular response to nutrient levels | 12 | 5 | 1.64 | 0.0148 |
GO:1901615 | organic hydroxy compound metabolic proce… | 12 | 5 | 1.64 | 0.0148 |
GO:0042692 | muscle cell differentiation | 31 | 9 | 4.23 | 0.0153 |
GO:0000429 | carbon catabolite regulation of transcri… | 2 | 2 | 0.27 | 0.0184 |
GO:0000430 | regulation of transcription from RNA pol… | 2 | 2 | 0.27 | 0.0184 |
GO:0000432 | positive regulation of transcription fro… | 2 | 2 | 0.27 | 0.0184 |
GO:0000436 | carbon catabolite activation of transcri… | 2 | 2 | 0.27 | 0.0184 |
GO:0002027 | regulation of heart rate | 2 | 2 | 0.27 | 0.0184 |
GO:0003190 | atrioventricular valve formation | 2 | 2 | 0.27 | 0.0184 |
GO:0003199 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.27 | 0.0184 |
GO:0003214 | cardiac left ventricle morphogenesis | 2 | 2 | 0.27 | 0.0184 |
GO:0006626 | protein targeting to mitochondrion | 2 | 2 | 0.27 | 0.0184 |
GO:0019086 | late viral transcription | 2 | 2 | 0.27 | 0.0184 |
GO:0032352 | positive regulation of hormone metabolic… | 2 | 2 | 0.27 | 0.0184 |
GO:0033762 | response to glucagon | 2 | 2 | 0.27 | 0.0184 |
GO:0036304 | umbilical cord morphogenesis | 2 | 2 | 0.27 | 0.0184 |
GO:0045821 | positive regulation of glycolytic proces… | 2 | 2 | 0.27 | 0.0184 |
GO:0045992 | negative regulation of embryonic develop… | 2 | 2 | 0.27 | 0.0184 |
GO:0051194 | positive regulation of cofactor metaboli… | 2 | 2 | 0.27 | 0.0184 |
GO:0051197 | positive regulation of coenzyme metaboli… | 2 | 2 | 0.27 | 0.0184 |
GO:0060837 | blood vessel endothelial cell differenti… | 2 | 2 | 0.27 | 0.0184 |
GO:0060842 | arterial endothelial cell differentiatio… | 2 | 2 | 0.27 | 0.0184 |
GO:0060973 | cell migration involved in heart develop… | 2 | 2 | 0.27 | 0.0184 |
GO:0061027 | umbilical cord development | 2 | 2 | 0.27 | 0.0184 |
GO:0061314 | Notch signaling involved in heart develo… | 2 | 2 | 0.27 | 0.0184 |
GO:0071157 | negative regulation of cell cycle arrest | 2 | 2 | 0.27 | 0.0184 |
GO:0090500 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.27 | 0.0184 |
GO:1903214 | regulation of protein targeting to mitoc… | 2 | 2 | 0.27 | 0.0184 |
GO:2000820 | negative regulation of transcription fro… | 2 | 2 | 0.27 | 0.0184 |
GO:2001212 | regulation of vasculogenesis | 2 | 2 | 0.27 | 0.0184 |
GO:0050878 | regulation of body fluid levels | 22 | 7 | 3.01 | 0.0198 |
GO:0003171 | atrioventricular valve development | 5 | 3 | 0.68 | 0.0198 |
GO:0006163 | purine nucleotide metabolic process | 5 | 3 | 0.68 | 0.0198 |
GO:0006753 | nucleoside phosphate metabolic process | 5 | 3 | 0.68 | 0.0198 |
GO:0009117 | nucleotide metabolic process | 5 | 3 | 0.68 | 0.0198 |
GO:0009150 | purine ribonucleotide metabolic process | 5 | 3 | 0.68 | 0.0198 |
GO:0009259 | ribonucleotide metabolic process | 5 | 3 | 0.68 | 0.0198 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0000002 | mitochondrial genome maintenance | 2 | 0 | 0 | 1 |
GO:0000003 | reproduction | 69 | 0 | 0 | 1 |
GO:0000018 | regulation of DNA recombination | 2 | 0 | 0 | 1 |
GO:0000050 | urea cycle | 1 | 0 | 0 | 1 |
GO:0000060 | protein import into nucleus, translocati… | 1 | 0 | 0 | 1 |
GO:0000075 | cell cycle checkpoint | 9 | 0 | 0 | 1 |
GO:0000077 | DNA damage checkpoint | 8 | 0 | 0 | 1 |
GO:0000079 | regulation of cyclin-dependent protein s… | 3 | 0 | 0 | 1 |
GO:0000082 | G1/S transition of mitotic cell cycle | 11 | 0 | 0 | 1 |
GO:0000083 | regulation of transcription involved in … | 5 | 0 | 0 | 1 |
GO:0000086 | G2/M transition of mitotic cell cycle | 4 | 0 | 0 | 1 |
GO:0000122 | negative regulation of transcription fro… | 143 | 0 | 0 | 1 |
GO:0000165 | MAPK cascade | 11 | 0 | 0 | 1 |
GO:0000183 | chromatin silencing at rDNA | 1 | 0 | 0 | 1 |
GO:0000187 | activation of MAPK activity | 1 | 0 | 0 | 1 |
GO:0000209 | protein polyubiquitination | 1 | 0 | 0 | 1 |
GO:0000226 | microtubule cytoskeleton organization | 1 | 0 | 0 | 1 |
GO:0000271 | polysaccharide biosynthetic process | 1 | 0 | 0 | 1 |
GO:0000278 | mitotic cell cycle | 24 | 0 | 0 | 1 |
GO:0000280 | nuclear division | 4 | 0 | 0 | 1 |
GO:0000301 | retrograde transport, vesicle recycling … | 1 | 0 | 0 | 1 |
GO:0000302 | response to reactive oxygen species | 5 | 0 | 0 | 1 |
GO:0000422 | mitophagy | 4 | 0 | 0 | 1 |
GO:0000423 | macromitophagy | 2 | 0 | 0 | 1 |
GO:0000429 | carbon catabolite regulation of transcri… | 2 | 0 | 0 | 1 |
GO:0000430 | regulation of transcription from RNA pol… | 2 | 0 | 0 | 1 |
GO:0000432 | positive regulation of transcription fro… | 2 | 0 | 0 | 1 |
GO:0000436 | carbon catabolite activation of transcri… | 2 | 0 | 0 | 1 |
GO:0000578 | embryonic axis specification | 3 | 0 | 0 | 1 |
GO:0000724 | double-strand break repair via homologou… | 1 | 0 | 0 | 1 |
GO:0000725 | recombinational repair | 1 | 0 | 0 | 1 |
GO:0000733 | DNA strand renaturation | 1 | 0 | 0 | 1 |
GO:0000768 | syncytium formation by plasma membrane f… | 4 | 0 | 0 | 1 |
GO:0000819 | sister chromatid segregation | 1 | 0 | 0 | 1 |
GO:0000902 | cell morphogenesis | 51 | 0 | 0 | 1 |
GO:0000904 | cell morphogenesis involved in different… | 43 | 0 | 0 | 1 |
GO:0000910 | cytokinesis | 2 | 0 | 0 | 1 |
GO:0001101 | response to acid chemical | 17 | 0 | 0 | 1 |
GO:0001302 | replicative cell aging | 1 | 0 | 0 | 1 |
GO:0001501 | skeletal system development | 59 | 0 | 0 | 1 |
GO:0001502 | cartilage condensation | 2 | 0 | 0 | 1 |
GO:0001503 | ossification | 29 | 0 | 0 | 1 |
GO:0001505 | regulation of neurotransmitter levels | 2 | 0 | 0 | 1 |
GO:0001523 | retinoid metabolic process | 1 | 0 | 0 | 1 |
GO:0001525 | angiogenesis | 31 | 0 | 0 | 1 |
GO:0001539 | cilium or flagellum-dependent cell motil… | 1 | 0 | 0 | 1 |
GO:0001541 | ovarian follicle development | 4 | 0 | 0 | 1 |
GO:0001542 | ovulation from ovarian follicle | 1 | 0 | 0 | 1 |
GO:0001544 | initiation of primordial ovarian follicl… | 1 | 0 | 0 | 1 |
GO:0001547 | antral ovarian follicle growth | 2 | 0 | 0 | 1 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0001743 | optic placode formation | 1 | 1 | 0.02 | 0.018 |
GO:0002194 | hepatocyte cell migration | 1 | 1 | 0.02 | 0.018 |
GO:0003157 | endocardium development | 1 | 1 | 0.02 | 0.018 |
GO:0003160 | endocardium morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0003228 | atrial cardiac muscle tissue development | 1 | 1 | 0.02 | 0.018 |
GO:0014866 | skeletal myofibril assembly | 1 | 1 | 0.02 | 0.018 |
GO:0021563 | glossopharyngeal nerve development | 1 | 1 | 0.02 | 0.018 |
GO:0021615 | glossopharyngeal nerve morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0030240 | skeletal muscle thin filament assembly | 1 | 1 | 0.02 | 0.018 |
GO:0030910 | olfactory placode formation | 1 | 1 | 0.02 | 0.018 |
GO:0043049 | otic placode formation | 1 | 1 | 0.02 | 0.018 |
GO:0045069 | regulation of viral genome replication | 1 | 1 | 0.02 | 0.018 |
GO:0045071 | negative regulation of viral genome repl… | 1 | 1 | 0.02 | 0.018 |
GO:0045737 | positive regulation of cyclin-dependent … | 1 | 1 | 0.02 | 0.018 |
GO:0046619 | optic placode formation involved in came… | 1 | 1 | 0.02 | 0.018 |
GO:0055009 | atrial cardiac muscle tissue morphogenes… | 1 | 1 | 0.02 | 0.018 |
GO:0060059 | embryonic retina morphogenesis in camera… | 1 | 1 | 0.02 | 0.018 |
GO:0060214 | endocardium formation | 1 | 1 | 0.02 | 0.018 |
GO:0060297 | regulation of sarcomere organization | 1 | 1 | 0.02 | 0.018 |
GO:0060298 | positive regulation of sarcomere organiz… | 1 | 1 | 0.02 | 0.018 |
GO:0060414 | aorta smooth muscle tissue morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0060836 | lymphatic endothelial cell differentiati… | 1 | 1 | 0.02 | 0.018 |
GO:0060838 | lymphatic endothelial cell fate commitme… | 1 | 1 | 0.02 | 0.018 |
GO:0060849 | regulation of transcription involved in … | 1 | 1 | 0.02 | 0.018 |
GO:0061113 | pancreas morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0061114 | branching involved in pancreas morphogen… | 1 | 1 | 0.02 | 0.018 |
GO:0070307 | lens fiber cell development | 1 | 1 | 0.02 | 0.018 |
GO:0070309 | lens fiber cell morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0070857 | regulation of bile acid biosynthetic pro… | 1 | 1 | 0.02 | 0.018 |
GO:0070858 | negative regulation of bile acid biosynt… | 1 | 1 | 0.02 | 0.018 |
GO:0071698 | olfactory placode development | 1 | 1 | 0.02 | 0.018 |
GO:0071699 | olfactory placode morphogenesis | 1 | 1 | 0.02 | 0.018 |
GO:0090425 | acinar cell differentiation | 1 | 1 | 0.02 | 0.018 |
GO:1901976 | regulation of cell cycle checkpoint | 1 | 1 | 0.02 | 0.018 |
GO:1901978 | positive regulation of cell cycle checkp… | 1 | 1 | 0.02 | 0.018 |
GO:1902115 | regulation of organelle assembly | 1 | 1 | 0.02 | 0.018 |
GO:1902117 | positive regulation of organelle assembl… | 1 | 1 | 0.02 | 0.018 |
GO:1904031 | positive regulation of cyclin-dependent … | 1 | 1 | 0.02 | 0.018 |
GO:1904251 | regulation of bile acid metabolic proces… | 1 | 1 | 0.02 | 0.018 |
GO:1904252 | negative regulation of bile acid metabol… | 1 | 1 | 0.02 | 0.018 |
GO:2000979 | positive regulation of forebrain neuron … | 1 | 1 | 0.02 | 0.018 |
GO:0031401 | positive regulation of protein modificat… | 17 | 2 | 0.31 | 0.033 |
GO:0003159 | morphogenesis of an endothelium | 2 | 1 | 0.04 | 0.036 |
GO:0006699 | bile acid biosynthetic process | 2 | 1 | 0.04 | 0.036 |
GO:0009408 | response to heat | 2 | 1 | 0.04 | 0.036 |
GO:0019079 | viral genome replication | 2 | 1 | 0.04 | 0.036 |
GO:0021681 | cerebellar granular layer development | 2 | 1 | 0.04 | 0.036 |
GO:0021683 | cerebellar granular layer morphogenesis | 2 | 1 | 0.04 | 0.036 |
GO:0021684 | cerebellar granular layer formation | 2 | 1 | 0.04 | 0.036 |
GO:0021707 | cerebellar granule cell differentiation | 2 | 1 | 0.04 | 0.036 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0060317 | cardiac epithelial to mesenchymal transi… | 4 | 3 | 0.28 | 0.0012 |
GO:1901522 | positive regulation of transcription fro… | 9 | 4 | 0.63 | 0.0019 |
GO:0007584 | response to nutrient | 11 | 4 | 0.77 | 0.0044 |
GO:0000429 | carbon catabolite regulation of transcri… | 2 | 2 | 0.14 | 0.0047 |
GO:0000430 | regulation of transcription from RNA pol… | 2 | 2 | 0.14 | 0.0047 |
GO:0000432 | positive regulation of transcription fro… | 2 | 2 | 0.14 | 0.0047 |
GO:0000436 | carbon catabolite activation of transcri… | 2 | 2 | 0.14 | 0.0047 |
GO:0003190 | atrioventricular valve formation | 2 | 2 | 0.14 | 0.0047 |
GO:0003199 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.14 | 0.0047 |
GO:0019086 | late viral transcription | 2 | 2 | 0.14 | 0.0047 |
GO:0033280 | response to vitamin D | 2 | 2 | 0.14 | 0.0047 |
GO:0036304 | umbilical cord morphogenesis | 2 | 2 | 0.14 | 0.0047 |
GO:0042308 | negative regulation of protein import in… | 2 | 2 | 0.14 | 0.0047 |
GO:0060837 | blood vessel endothelial cell differenti… | 2 | 2 | 0.14 | 0.0047 |
GO:0060842 | arterial endothelial cell differentiatio… | 2 | 2 | 0.14 | 0.0047 |
GO:0061027 | umbilical cord development | 2 | 2 | 0.14 | 0.0047 |
GO:0061314 | Notch signaling involved in heart develo… | 2 | 2 | 0.14 | 0.0047 |
GO:0090500 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.14 | 0.0047 |
GO:1900181 | negative regulation of protein localizat… | 2 | 2 | 0.14 | 0.0047 |
GO:1904590 | negative regulation of protein import | 2 | 2 | 0.14 | 0.0047 |
GO:2000820 | negative regulation of transcription fro… | 2 | 2 | 0.14 | 0.0047 |
GO:2001212 | regulation of vasculogenesis | 2 | 2 | 0.14 | 0.0047 |
GO:0031670 | cellular response to nutrient | 6 | 3 | 0.42 | 0.0052 |
GO:0060711 | labyrinthine layer development | 7 | 3 | 0.49 | 0.0088 |
GO:0051145 | smooth muscle cell differentiation | 8 | 3 | 0.56 | 0.0134 |
GO:0055010 | ventricular cardiac muscle tissue morpho… | 8 | 3 | 0.56 | 0.0134 |
GO:0003177 | pulmonary valve development | 3 | 2 | 0.21 | 0.0134 |
GO:0003184 | pulmonary valve morphogenesis | 3 | 2 | 0.21 | 0.0134 |
GO:0003198 | epithelial to mesenchymal transition inv… | 3 | 2 | 0.21 | 0.0134 |
GO:0003222 | ventricular trabecula myocardium morphog… | 3 | 2 | 0.21 | 0.0134 |
GO:0010573 | vascular endothelial growth factor produ… | 3 | 2 | 0.21 | 0.0134 |
GO:0010574 | regulation of vascular endothelial growt… | 3 | 2 | 0.21 | 0.0134 |
GO:0010575 | positive regulation of vascular endothel… | 3 | 2 | 0.21 | 0.0134 |
GO:0032103 | positive regulation of response to exter… | 3 | 2 | 0.21 | 0.0134 |
GO:0032387 | negative regulation of intracellular tra… | 3 | 2 | 0.21 | 0.0134 |
GO:0035907 | dorsal aorta development | 3 | 2 | 0.21 | 0.0134 |
GO:0035912 | dorsal aorta morphogenesis | 3 | 2 | 0.21 | 0.0134 |
GO:0045746 | negative regulation of Notch signaling p… | 3 | 2 | 0.21 | 0.0134 |
GO:0045990 | carbon catabolite regulation of transcri… | 3 | 2 | 0.21 | 0.0134 |
GO:0045991 | carbon catabolite activation of transcri… | 3 | 2 | 0.21 | 0.0134 |
GO:0046015 | regulation of transcription by glucose | 3 | 2 | 0.21 | 0.0134 |
GO:0046016 | positive regulation of transcription by … | 3 | 2 | 0.21 | 0.0134 |
GO:0046823 | negative regulation of nucleocytoplasmic… | 3 | 2 | 0.21 | 0.0134 |
GO:0060343 | trabecula formation | 3 | 2 | 0.21 | 0.0134 |
GO:0060347 | heart trabecula formation | 3 | 2 | 0.21 | 0.0134 |
GO:0061311 | cell surface receptor signaling pathway … | 3 | 2 | 0.21 | 0.0134 |
GO:0090317 | negative regulation of intracellular pro… | 3 | 2 | 0.21 | 0.0134 |
GO:1903828 | negative regulation of cellular protein … | 3 | 2 | 0.21 | 0.0134 |
GO:0042692 | muscle cell differentiation | 31 | 6 | 2.16 | 0.0141 |
GO:0044281 | small molecule metabolic process | 31 | 6 | 2.16 | 0.0141 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0006260 | DNA replication | 8 | 7 | 2.31 | 0.00088 |
GO:0007049 | cell cycle | 51 | 23 | 14.72 | 0.00607 |
GO:0045740 | positive regulation of DNA replication | 4 | 4 | 1.15 | 0.00668 |
GO:0043525 | positive regulation of neuron apoptotic … | 8 | 6 | 2.31 | 0.00855 |
GO:0051054 | positive regulation of DNA metabolic pro… | 6 | 5 | 1.73 | 0.00865 |
GO:2000826 | regulation of heart morphogenesis | 6 | 5 | 1.73 | 0.00865 |
GO:0019058 | viral life cycle | 9 | 6 | 2.6 | 0.01960 |
GO:1901216 | positive regulation of neuron death | 9 | 6 | 2.6 | 0.01960 |
GO:0000278 | mitotic cell cycle | 24 | 12 | 6.93 | 0.01982 |
GO:0000079 | regulation of cyclin-dependent protein s… | 3 | 3 | 0.87 | 0.02359 |
GO:0032808 | lacrimal gland development | 3 | 3 | 0.87 | 0.02359 |
GO:0048537 | mucosal-associated lymphoid tissue devel… | 3 | 3 | 0.87 | 0.02359 |
GO:0048541 | Peyer’s patch development | 3 | 3 | 0.87 | 0.02359 |
GO:0061323 | cell proliferation involved in heart mor… | 3 | 3 | 0.87 | 0.02359 |
GO:1904029 | regulation of cyclin-dependent protein k… | 3 | 3 | 0.87 | 0.02359 |
GO:2000136 | regulation of cell proliferation involve… | 3 | 3 | 0.87 | 0.02359 |
GO:2000738 | positive regulation of stem cell differe… | 3 | 3 | 0.87 | 0.02359 |
GO:0000083 | regulation of transcription involved in … | 5 | 4 | 1.44 | 0.02588 |
GO:0006275 | regulation of DNA replication | 5 | 4 | 1.44 | 0.02588 |
GO:0051302 | regulation of cell division | 5 | 4 | 1.44 | 0.02588 |
GO:0060706 | cell differentiation involved in embryon… | 5 | 4 | 1.44 | 0.02588 |
GO:0000122 | negative regulation of transcription fro… | 143 | 50 | 41.28 | 0.02869 |
GO:0060541 | respiratory system development | 25 | 12 | 7.22 | 0.02878 |
GO:0051726 | regulation of cell cycle | 42 | 18 | 12.12 | 0.02893 |
GO:0022402 | cell cycle process | 31 | 14 | 8.95 | 0.03324 |
GO:0009890 | negative regulation of biosynthetic proc… | 171 | 58 | 49.36 | 0.03333 |
GO:0010558 | negative regulation of macromolecule bio… | 171 | 58 | 49.36 | 0.03333 |
GO:0010629 | negative regulation of gene expression | 171 | 58 | 49.36 | 0.03333 |
GO:0031327 | negative regulation of cellular biosynth… | 171 | 58 | 49.36 | 0.03333 |
GO:0045934 | negative regulation of nucleobase-contai… | 171 | 58 | 49.36 | 0.03333 |
GO:0051172 | negative regulation of nitrogen compound… | 171 | 58 | 49.36 | 0.03333 |
GO:0051253 | negative regulation of RNA metabolic pro… | 171 | 58 | 49.36 | 0.03333 |
GO:1902679 | negative regulation of RNA biosynthetic … | 171 | 58 | 49.36 | 0.03333 |
GO:1903507 | negative regulation of nucleic acid-temp… | 171 | 58 | 49.36 | 0.03333 |
GO:0010564 | regulation of cell cycle process | 20 | 10 | 5.77 | 0.03345 |
GO:0030323 | respiratory tube development | 20 | 10 | 5.77 | 0.03345 |
GO:0030324 | lung development | 20 | 10 | 5.77 | 0.03345 |
GO:0045892 | negative regulation of transcription, DN… | 168 | 57 | 48.49 | 0.03539 |
GO:2000113 | negative regulation of cellular macromol… | 168 | 57 | 48.49 | 0.03539 |
GO:0009892 | negative regulation of metabolic process | 175 | 59 | 50.52 | 0.03626 |
GO:0010605 | negative regulation of macromolecule met… | 175 | 59 | 50.52 | 0.03626 |
GO:0031324 | negative regulation of cellular metaboli… | 172 | 58 | 49.65 | 0.03852 |
GO:0042476 | odontogenesis | 13 | 7 | 3.75 | 0.04847 |
GO:0048519 | negative regulation of biological proces… | 219 | 71 | 63.22 | 0.04942 |
GO:0006259 | DNA metabolic process | 24 | 11 | 6.93 | 0.05210 |
GO:0043523 | regulation of neuron apoptotic process | 16 | 8 | 4.62 | 0.05669 |
GO:0021953 | central nervous system neuron differenti… | 39 | 16 | 11.26 | 0.05984 |
GO:0010002 | cardioblast differentiation | 6 | 4 | 1.73 | 0.06036 |
GO:0021575 | hindbrain morphogenesis | 6 | 4 | 1.73 | 0.06036 |
GO:0021781 | glial cell fate commitment | 6 | 4 | 1.73 | 0.06036 |
GO.ID | Term | Annotated | Significant | Expected | classicFisher |
---|---|---|---|---|---|
GO:0060317 | cardiac epithelial to mesenchymal transi… | 4 | 3 | 0.36 | 0.0025 |
GO:0051147 | regulation of muscle cell differentiatio… | 18 | 6 | 1.62 | 0.0029 |
GO:0010830 | regulation of myotube differentiation | 5 | 3 | 0.45 | 0.0060 |
GO:0006357 | regulation of transcription from RNA pol… | 303 | 33 | 27.33 | 0.0078 |
GO:0000429 | carbon catabolite regulation of transcri… | 2 | 2 | 0.18 | 0.0079 |
GO:0000430 | regulation of transcription from RNA pol… | 2 | 2 | 0.18 | 0.0079 |
GO:0000432 | positive regulation of transcription fro… | 2 | 2 | 0.18 | 0.0079 |
GO:0000436 | carbon catabolite activation of transcri… | 2 | 2 | 0.18 | 0.0079 |
GO:0003190 | atrioventricular valve formation | 2 | 2 | 0.18 | 0.0079 |
GO:0003199 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.18 | 0.0079 |
GO:0007520 | myoblast fusion | 2 | 2 | 0.18 | 0.0079 |
GO:0019086 | late viral transcription | 2 | 2 | 0.18 | 0.0079 |
GO:0036304 | umbilical cord morphogenesis | 2 | 2 | 0.18 | 0.0079 |
GO:0045821 | positive regulation of glycolytic proces… | 2 | 2 | 0.18 | 0.0079 |
GO:0051194 | positive regulation of cofactor metaboli… | 2 | 2 | 0.18 | 0.0079 |
GO:0051197 | positive regulation of coenzyme metaboli… | 2 | 2 | 0.18 | 0.0079 |
GO:0060837 | blood vessel endothelial cell differenti… | 2 | 2 | 0.18 | 0.0079 |
GO:0060842 | arterial endothelial cell differentiatio… | 2 | 2 | 0.18 | 0.0079 |
GO:0061027 | umbilical cord development | 2 | 2 | 0.18 | 0.0079 |
GO:0061314 | Notch signaling involved in heart develo… | 2 | 2 | 0.18 | 0.0079 |
GO:0071157 | negative regulation of cell cycle arrest | 2 | 2 | 0.18 | 0.0079 |
GO:0090500 | endocardial cushion to mesenchymal trans… | 2 | 2 | 0.18 | 0.0079 |
GO:1901739 | regulation of myoblast fusion | 2 | 2 | 0.18 | 0.0079 |
GO:1901741 | positive regulation of myoblast fusion | 2 | 2 | 0.18 | 0.0079 |
GO:2000820 | negative regulation of transcription fro… | 2 | 2 | 0.18 | 0.0079 |
GO:2001212 | regulation of vasculogenesis | 2 | 2 | 0.18 | 0.0079 |
GO:0000122 | negative regulation of transcription fro… | 143 | 20 | 12.9 | 0.0085 |
GO:0031670 | cellular response to nutrient | 6 | 3 | 0.54 | 0.0112 |
GO:0045892 | negative regulation of transcription, DN… | 168 | 22 | 15.15 | 0.0119 |
GO:2000113 | negative regulation of cellular macromol… | 168 | 22 | 15.15 | 0.0119 |
GO:0042692 | muscle cell differentiation | 31 | 7 | 2.8 | 0.0141 |
GO:0009890 | negative regulation of biosynthetic proc… | 171 | 22 | 15.43 | 0.0153 |
GO:0010558 | negative regulation of macromolecule bio… | 171 | 22 | 15.43 | 0.0153 |
GO:0010629 | negative regulation of gene expression | 171 | 22 | 15.43 | 0.0153 |
GO:0031327 | negative regulation of cellular biosynth… | 171 | 22 | 15.43 | 0.0153 |
GO:0045934 | negative regulation of nucleobase-contai… | 171 | 22 | 15.43 | 0.0153 |
GO:0051172 | negative regulation of nitrogen compound… | 171 | 22 | 15.43 | 0.0153 |
GO:0051253 | negative regulation of RNA metabolic pro… | 171 | 22 | 15.43 | 0.0153 |
GO:1902679 | negative regulation of RNA biosynthetic … | 171 | 22 | 15.43 | 0.0153 |
GO:1903507 | negative regulation of nucleic acid-temp… | 171 | 22 | 15.43 | 0.0153 |
GO:0031324 | negative regulation of cellular metaboli… | 172 | 22 | 15.52 | 0.0166 |
GO:0014902 | myotube differentiation | 7 | 3 | 0.63 | 0.0183 |
GO:0019080 | viral gene expression | 7 | 3 | 0.63 | 0.0183 |
GO:0019083 | viral transcription | 7 | 3 | 0.63 | 0.0183 |
GO:0044033 | multi-organism metabolic process | 7 | 3 | 0.63 | 0.0183 |
GO:0006366 | transcription from RNA polymerase II pro… | 313 | 33 | 28.23 | 0.0193 |
GO:0009892 | negative regulation of metabolic process | 175 | 22 | 15.79 | 0.0211 |
GO:0010605 | negative regulation of macromolecule met… | 175 | 22 | 15.79 | 0.0211 |
GO:0003177 | pulmonary valve development | 3 | 2 | 0.27 | 0.0224 |
GO:0003184 | pulmonary valve morphogenesis | 3 | 2 | 0.27 | 0.0224 |
The top 1% of the positive windows in E081 and Noonan hit in enriched in neuron development process.