1 Design of the experiment

  1. 3 biological replicates, each one composed of a pair of MEFs clones coming from the same litter
  2. For each biological replicate, each pair of clones is composed of:
  1. All clones (both controls and AID-Ogt;OsTIR clones) were collected in the following conditions:

2 PCA

The main factor separating the samples is the cell clone and clone’s litter (biological replicate) on PC1, then the condition dominates ordering along PC2 inside each clone’s cluster.

3 Plotting counts for Ogt, Oga, OsTIR

4 Diff Expr Analysis

4.1 P-value histograms and MA-plots for the different comparisons

The threshold used for a dot to be colored in blue in the MA-plots is: p-value adjusted < 0.05.

4.2 Volcano plots for the different comparisons

library(EnhancedVolcano)

volcano_plot <- function (i, my_res_list) {
  res_names <- retrieve_res_names(my_res_list[[i]])
  EnhancedVolcano(my_res_list[[i]], lab = res_names$gene_name, x = 'log2FoldChange', y = 'pvalue', xlim = c(-3,3), ylim = c(0,60),
                  FCcutoff = 0.3,
                  title = names(my_res_list)[i],
                  labSize = 3,
                  max.overlaps = 30,
                  drawConnectors = TRUE)
}

lapply(1:7, volcano_plot, my_res_list = my_res_list)

4.3 Getting DE genes, ordered by p-value

Getting the DE genes (padj < 0.05, any log2FC), ordered by pvalue.

4.4 DE genes over-representation tests

I use the DE genes observed in AID cells after 24h/48h/4d of auxin treatment (compared to the NO auxin condition), after exclusion of the DE genes observed by treating ctrl cells with auxin at any of the three time points.

4.4.1 Overlap between groups of DEGs

Overlap of DEGs due to OGT depletion with DEGs due to auxin effect on ctrl cells:

Overlap of DEGs at different time points of OGT depletion (auxin effect’s DEGs were excluded):

Pvalues of overlaps for upregulated DEGs are:

  • 6.1496325^{-166} for AID-Ogt 24h aux & AID-Ogt 48h aux, both w/o auxin-effect genes
  • 4.5697982^{-172} for AID-Ogt 24h aux & AID-Ogt 4d aux, both w/o auxin-effect genes
  • 1.3717679^{-244} for AID-Ogt 48h aux & AID-Ogt 4d aux, both w/o auxin-effect genes
  • 6.9704315^{-13} for AID-Ogt 4d aux & 4d aux on ctrl cells

Pvalues of overlaps for downregulated DEGs are:

  • 7.3400989^{-224} for AID-Ogt 24h aux & AID-Ogt 48h aux, both w/o auxin-effect genes
  • 1.9600784^{-281} for AID-Ogt 24h aux & AID-Ogt 4d aux, both w/o auxin-effect genes
  • 0 for AID-Ogt 48h aux & AID-Ogt 4d aux, both w/o auxin-effect genes
  • 0.9786367 for AID-Ogt 4d aux & 4d aux on ctrl cells

Note that:

  • pval decreases for with longer treatment –> effects at 48h and 4d time points are more similar between each other than to the 24h time point
  • the pval is much higher when comparing 4d-treated AID-Ogt cells and 4d-treated control cells.

4.4.2 Gene Ontology Over-representation Test - up and downregulated genes separately

genotype effect - BP up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
genotype effect - CC up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
genotype effect - MF up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
24h auxin on AID-Ogt cells - BP up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0022613 GO:0022613 ribonucleoprotein complex biogenesis 22/472 411/22853 0.0000514 0.0208542 0.0199494 Mrps7/Rrp15/Las1l/Gemin6/Ddx17/Bms1/LTO1/Gemin4/Frg1/Bysl/Emg1/Ddx51/Zfp622/Nvl/Npm3/Rpusd3/Rpusd1/Snu13/Xab2/Ncbp1/Exosc5/Crnkl1 22
GO:0044270 GO:0044270 cellular nitrogen compound catabolic process 21/472 412/22853 0.0001499 0.0395218 0.0378071 Nudt19/Nudt9/Nit1/Rida/Apex1/E2f1/Phax/Dctpp1/Zfp36l2/Fastkd1/Vim/Hmox1/Rnaseh2a/Pde12/Entpd5/Hint1/Smg8/Tymp/Ncbp1/Rbm8a/Exosc5 21
GO:0051099 GO:0051099 positive regulation of binding 13/472 194/22853 0.0002098 0.0465691 0.0445487 Ngf/Nme1/Ripor2/Ramp1/Eif2b4/Anxa2/Eif2b1/S100a10/Psen1/Nvl/Smarca4/Ncbp1/Pparg 13
24h auxin on AID-Ogt cells - CC up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0098798 GO:0098798 mitochondrial protein-containing complex 22/486 260/22838 0.00e+00 0.0000210 0.0000182 Tomm22/Bckdha/Mrpl34/Mrps7/Mrpl42/Chchd6/Ndufb10/Mrps21/Mrps6/Uqcc3/Mrpl33/Mrpl45/Cox5a/Mrpl35/Chchd3/Mrpl38/Mrpl28/Mrpl17/Ndufb9/Mrps22/Ndufs7/Micos13 22
GO:1905369 GO:1905369 endopeptidase complex 10/486 70/22838 2.20e-06 0.0001674 0.0001453 Htra2/Psmb7/Psmb1/Psmd4/Psma7/Psmb5/Psma4/Psmc2/Hspb1/Ecpas 10
GO:0000315 GO:0000315 organellar large ribosomal subunit 8/486 58/22838 2.99e-05 0.0015193 0.0013193 Mrpl34/Mrpl42/Mrpl33/Mrpl45/Mrpl35/Mrpl38/Mrpl28/Mrpl17 8
GO:0005839 GO:0005839 proteasome core complex 5/486 19/22838 3.88e-05 0.0017750 0.0015413 Psmb7/Psmb1/Psma7/Psmb5/Psma4 5
GO:0098573 GO:0098573 intrinsic component of mitochondrial membrane 9/486 81/22838 5.58e-05 0.0019612 0.0017030 Chchd6/Slc25a19/Synj2bp/Uqcc3/Coa3/Cox18/Adck1/Chchd3/Micos13 9
24h auxin on AID-Ogt cells - MF up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0003906 GO:0003906 DNA-(apurinic or apyrimidinic site) endonuclease activity 4/472 13/22360 0.0001205 0.0403050 0.0356067 Hmga1b/Apex1/Nthl1/Hmga2 4
GO:0070003 GO:0070003 threonine-type peptidase activity 4/472 19/22360 0.0005907 0.0429728 0.0379635 Psmb7/Psmb1/Psmb5/Psma4 4
48h auxin on AID-Ogt cells - BP up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
48h auxin on AID-Ogt cells - CC up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
48h auxin on AID-Ogt cells - MF up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
4d auxin on AID-Ogt cells - BP up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
4d auxin on AID-Ogt cells - CC up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0005774 GO:0005774 vacuolar membrane 13/410 226/22838 0.0002405 0.0359122 0.0328239 Pld3/Mcoln1/Abcd4/Vps13a/Npc1/Cyb561a3/Atg16l2/Stx8/Slc48a1/Nprl2/Gpr137b/Vamp8/H2-M3 13
4d auxin on AID-Ogt cells - MF up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
4d auxin on ctrl cells - BP up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
4d auxin on ctrl cells - CC up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
4d auxin on ctrl cells - MF up
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
genotype effect - BP down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0007015 GO:0007015 actin filament organization 25/189 456/22853 0.0000000 0.0000000 0.0000000 Fscn1/Pfn1/Cdc42ep3/Dpysl3/Cfl1/Mical2/Arpc5/Cfl2/Actg1/Fermt2/Tmsb4x/Acta1/Cdc42ep1/Srf/Tnfaip1/Tnnt2/Arhgef5/Vasp/Sorbs2/Capzb/Myo1c/Arpc4/Tmsb10/Pawr/Swap70 25
GO:0032970 GO:0032970 regulation of actin filament-based process 22/189 417/22853 0.0000000 0.0000000 0.0000000 Fscn1/Pfn1/Cdc42ep3/Sema3e/Cfl1/Arpc5/Cfl2/Epha3/Actg1/Fermt2/Tmsb4x/Cdc42ep1/Tnnt2/Ilk/Arhgef5/Vasp/Capzb/Myo1c/Arpc4/Tmsb10/Cnn2/Swap70 22
GO:0032535 GO:0032535 regulation of cellular component size 20/189 417/22853 0.0000000 0.0000002 0.0000002 Pfn1/Cdc42ep3/Sema3e/Cfl1/Arpc5/Cfl2/Ngf/Rab3b/Tmsb4x/Cdc42ep1/Srf/Ilk/Vasp/Capzb/Myo1c/Chmp3/Akt1/Arpc4/Tmsb10/Swap70 20
GO:0042692 GO:0042692 muscle cell differentiation 18/189 426/22853 0.0000000 0.0000059 0.0000048 Pdlim5/Cfl2/Actg1/Csrp1/Tmsb4x/Acta1/Tbx2/Hacd1/Srf/Tnnt2/Igf2/Fhl2/Hdac5/Sorbs2/Capzb/Mapk14/Homer1/Akt1 18
GO:1902903 GO:1902903 regulation of supramolecular fiber organization 16/189 389/22853 0.0000002 0.0000407 0.0000334 Pfn1/Cdc42ep3/Cfl1/Arpc5/Cfl2/Actg1/Fermt2/Tmsb4x/Cdc42ep1/Arhgef5/Vasp/Capzb/Myo1c/Arpc4/Tmsb10/Swap70 16
GO:0010810 GO:0010810 regulation of cell-substrate adhesion 12/189 226/22853 0.0000004 0.0000664 0.0000545 Sema3e/Cfl1/Spry4/Epha3/Actg1/Fermt2/Hacd1/Peak1/Ilk/Rras/Itga5/Itga3 12
GO:0043254 GO:0043254 regulation of protein-containing complex assembly 16/189 452/22853 0.0000012 0.0001705 0.0001400 Fscn1/Pfn1/Cdc42ep3/Cfl1/Arpc5/Fblim1/Fermt2/Tmsb4x/Cdc42ep1/Arhgef5/Vasp/Capzb/Myo1c/Raf1/Arpc4/Tmsb10 16
GO:0007264 GO:0007264 small GTPase mediated signal transduction 15/189 425/22853 0.0000027 0.0003517 0.0002887 Cdc42ep3/Spry4/Rassf1/Ngf/Ppp2cb/Ywhaq/F2r/Cdc42ep1/Rasgrp2/Tnfaip1/Adcyap1r1/Garre1/Rras/Itga3/Dock8 15
GO:0001667 GO:0001667 ameboidal-type cell migration 15/189 442/22853 0.0000044 0.0005211 0.0004278 Alx1/Pfn1/Sema3e/Cfl1/Clec14a/Srf/Igf2/Ilk/Hdac5/Gpi1/Cap1/Rras/Gdf6/Akt1/Itga3 15
GO:0060562 GO:0060562 epithelial tube morphogenesis 14/189 391/22853 0.0000051 0.0005730 0.0004704 Alx1/Fat4/Pfn1/Flt1/Sema3e/Cfl1/Hmga2/Foxd1/Tbx2/Srf/Ilk/Hdac5/Vasp/Ppp1ca 14
GO:0060537 GO:0060537 muscle tissue development 15/189 482/22853 0.0000124 0.0013049 0.0010711 Ybx3/Pdlim5/Zfpm1/Cfl2/Csrp1/Acta1/Tbx2/Srf/Tnnt2/Igf2/Fhl2/Hdac5/Sorbs2/Mapk14/Homer1 15
GO:0045927 GO:0045927 positive regulation of growth 12/189 320/22853 0.0000154 0.0015133 0.0012422 Ybx3/Cfl1/Ngf/Hmga2/Rftn1/Tbx2/Srf/Igf2/Ilk/Avpr1a/Mapk14/Akt1 12
GO:0090398 GO:0090398 cellular senescence 6/189 67/22853 0.0000194 0.0017098 0.0014035 Hmga2/Hmga1b/Tbx2/Srf/Mapk14/Pawr 6
GO:0030239 GO:0030239 myofibril assembly 6/189 69/22853 0.0000230 0.0018792 0.0015425 Cfl2/Actg1/Csrp1/Acta1/Srf/Tnnt2 6
GO:0060485 GO:0060485 mesenchyme development 11/189 292/22853 0.0000337 0.0026078 0.0021406 Alx1/Sema3e/Cfl1/Tgfb1i1/Epha3/Pax1/Hmga2/Fermt2/Foxd1/Tbx2/Pawr 11
GO:0002040 GO:0002040 sprouting angiogenesis 7/189 123/22853 0.0000750 0.0045022 0.0036957 Flt1/Sema3e/Clec14a/Srf/Hdac5/Akt1/Itga5 7
GO:0001649 GO:0001649 osteoblast differentiation 9/189 220/22853 0.0000944 0.0053421 0.0043851 Fermt2/Cebpa/Igf2/Ilk/Fhl2/Hdac5/Mapk14/Akt1/Pdlim7 9
GO:0007160 GO:0007160 cell-matrix adhesion 9/189 225/22853 0.0001120 0.0061020 0.0050088 Sema3e/Cfl1/Epha3/Actg1/Fermt2/Srf/Peak1/Ilk/Rras 9
GO:0042989 GO:0042989 sequestering of actin monomers 3/189 12/22853 0.0001159 0.0062035 0.0050922 Pfn1/Tmsb4x/Tmsb10 3
GO:2000648 GO:2000648 positive regulation of stem cell proliferation 4/189 31/22853 0.0001197 0.0062632 0.0051412 Ngf/Hmga2/Fermt2/Hdac5 4
GO:0022604 GO:0022604 regulation of cell morphogenesis 11/189 337/22853 0.0001213 0.0062632 0.0051412 Cdc42ep3/Aldoa/Sema3e/Cfl1/Myl12a/Spry4/Fblim1/Fermt2/Cdc42ep1/Ilk/Capzb 11
GO:2000774 GO:2000774 positive regulation of cellular senescence 3/189 13/22853 0.0001498 0.0069977 0.0057441 Hmga2/Hmga1b/Pawr 3
GO:0043243 GO:0043243 positive regulation of protein-containing complex disassembly 4/189 35/22853 0.0001942 0.0081627 0.0067004 Oga/Cfl1/Cfl2/Nes 4
GO:0043954 GO:0043954 cellular component maintenance 5/189 68/22853 0.0002508 0.0095863 0.0078690 Cfl1/F2r/Fermt2/Homer1/Itga3 5
GO:0032507 GO:0032507 maintenance of protein location in cell 5/189 69/22853 0.0002686 0.0097596 0.0080112 Pfn1/Txn1/Tmsb4x/Akt1/Tmsb10 5
GO:0006936 GO:0006936 muscle contraction 10/189 312/22853 0.0002855 0.0102178 0.0083873 Aldoa/Flt1/F2r/Tbx2/Srf/Eno1b/Tnnt2/Cacnb2/Homer1/Pawr 10
GO:0034446 GO:0034446 substrate adhesion-dependent cell spreading 6/189 109/22853 0.0002956 0.0102909 0.0084474 Spry4/Fermt2/Peak1/Ilk/Axl/Mertk 6
GO:0045444 GO:0045444 fat cell differentiation 9/189 258/22853 0.0003106 0.0105058 0.0086237 Zfpm1/Tgfb1i1/Hmga2/Fermt2/Cebpa/Mapk14/Tbl1x/Gdf6/Akt1 9
GO:0042220 GO:0042220 response to cocaine 4/189 43/22853 0.0004346 0.0133237 0.0109368 Htr1b/Tgm2/Hdac5/Homer1 4
GO:1902414 GO:1902414 protein localization to cell junction 6/189 119/22853 0.0004732 0.0143557 0.0117840 Actb/Actg1/Fermt2/Nptx2/Lamtor3/Homer1 6
GO:0090100 GO:0090100 positive regulation of transmembrane receptor protein serine/threonine kinase signaling pathway 6/189 120/22853 0.0004947 0.0147057 0.0120713 Tgfb1i1/Foxd1/Inhba/Rbpms/Ilk/Gdf6 6
GO:0032881 GO:0032881 regulation of polysaccharide metabolic process 4/189 46/22853 0.0005637 0.0159990 0.0131329 Igf2/Ap2a1/Akt1/Ppp1ca 4
GO:0045933 GO:0045933 positive regulation of muscle contraction 4/189 51/22853 0.0008359 0.0210272 0.0172604 F2r/Srf/Eno1b/Pawr 4
GO:0048872 GO:0048872 homeostasis of number of cells 10/189 360/22853 0.0008672 0.0215850 0.0177183 Zfpm1/F2r/Inhba/Srf/Arhgef5/Gpi1/Axl/Mertk/Mapk14/Akt1 10
GO:0051402 GO:0051402 neuron apoptotic process 9/189 308/22853 0.0011015 0.0257467 0.0211344 Ngf/F2r/Egln3/Ilk/Atn1/Gpi1/Nes/Axl/Pawr 9
GO:0048538 GO:0048538 thymus development 4/189 56/22853 0.0011898 0.0265275 0.0217753 Pax1/Srf/Raf1/Hoxa3 4
GO:0032878 GO:0032878 regulation of establishment or maintenance of cell polarity 3/189 26/22853 0.0012582 0.0274980 0.0225720 Cfl1/Dock8/Llgl2 3
GO:0016051 GO:0016051 carbohydrate biosynthetic process 7/189 198/22853 0.0013373 0.0285185 0.0234097 Chst12/Igf2/Ap2a1/Gpi1/Adcyap1r1/Akt1/Ppp1ca 7
GO:0001704 GO:0001704 formation of primary germ layer 5/189 102/22853 0.0015989 0.0329055 0.0270108 Hmga2/Inhba/Srf/Gpi1/Itga5 5
GO:0043270 GO:0043270 positive regulation of ion transport 9/189 328/22853 0.0016989 0.0340125 0.0279195 Oga/Cfl1/Rab3b/F2r/Avpr1a/Adcyap1r1/Cacnb2/Homer1/Akt1 9
GO:0071456 GO:0071456 cellular response to hypoxia 5/189 105/22853 0.0018171 0.0350210 0.0287473 Eno1b/Gnb1/Egln3/Ubqln1/Akt1 5
GO:0010634 GO:0010634 positive regulation of epithelial cell migration 6/189 156/22853 0.0019269 0.0361210 0.0296503 Pfn1/Igf2/Gpi1/Rras/Akt1/Itga3 6
GO:0098742 GO:0098742 cell-cell adhesion via plasma-membrane adhesion molecules 7/189 213/22853 0.0020266 0.0372770 0.0305992 Fat4/Scarf2/Palld/Epha3/Mcam/Mapk14/Itga5 7
GO:0040013 GO:0040013 negative regulation of locomotion 9/189 341/22853 0.0022101 0.0391820 0.0321629 Dpysl3/Sema3e/Cfl1/Srf/Ilk/Hdac5/Rras/Akt1/Cnn2 9
GO:0048608 GO:0048608 reproductive structure development 11/189 481/22853 0.0022961 0.0404473 0.0332015 Ybx3/Hmga2/Inhba/Cebpa/Igf2/Atn1/Axl/Mertk/Mapk14/Akt1/Llgl2 11
GO:0043393 GO:0043393 regulation of protein binding 7/189 218/22853 0.0023089 0.0404473 0.0332015 Actb/Zfpm1/Ngf/Ppp2cb/Hdac5/Nes/Akt1 7
GO:0061621 GO:0061621 canonical glycolysis 2/189 10/22853 0.0029309 0.0472847 0.0388141 Eno1b/Gpi1 2
genotype effect - CC down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0001725 GO:0001725 stress fiber 12/192 88/22838 0.0000000 0.0000000 0.0000000 Fscn1/Actb/Pdlim5/Fhl3/Myl12a/Palld/Fblim1/Fermt2/Acta1/Ilk/Pdlim7/Cnn2 12
GO:0030016 GO:0030016 myofibril 16/192 222/22838 0.0000000 0.0000000 0.0000000 Aldoa/Pdlim5/Fhl3/Myl12a/Palld/Cfl2/Actg1/Csrp1/Acta1/Tnnt2/Ilk/Fhl2/Cab39/Capzb/Homer1/Pdlim7 16
GO:0030055 GO:0030055 cell-substrate junction 10/192 180/22838 0.0000031 0.0000728 0.0000601 Cfl1/Palld/Fblim1/Tgfb1i1/Fermt2/Peak1/Ilk/Vasp/Itga5/Pdlim7 10
GO:0030027 GO:0030027 lamellipodium 9/192 174/22838 0.0000172 0.0003516 0.0002903 Fscn1/Actb/Dpysl3/Cfl1/Palld/Arpc5/Ilk/Vasp/Capzb 9
GO:0009898 GO:0009898 cytoplasmic side of plasma membrane 9/192 177/22838 0.0000197 0.0003776 0.0003118 Gnb2/Fermt2/Snx18/Gnb1/Traf5/Esyt1/Litaf/S100a6/Gnai3 9
GO:0045121 GO:0045121 membrane raft 11/192 393/22838 0.0005193 0.0064912 0.0053591 Prkar2b/Actb/Rftn1/F2r/Eno1b/Serpinh1/Plpp2/Adcyap1r1/Lamtor3/Myo1c/Gnai3 11
GO:1905369 GO:1905369 endopeptidase complex 4/192 70/22838 0.0028805 0.0285218 0.0235474 Psmd3/Ubqln1/Ubr1/Psma7 4
GO:0030863 GO:0030863 cortical cytoskeleton 5/192 123/22838 0.0038706 0.0370124 0.0305572 Actb/Cfl1/Cap1/Capzb/Llgl2 5
genotype effect - MF down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0003779 GO:0003779 actin binding 24/189 444/22360 0.00e+00 0.0000000 0.0000000 Fscn1/Pfn1/Pdlim5/Fhl3/Cfl1/Mical2/Palld/Arpc5/Cfl2/Fermt2/Ppp1r18/Tmsb4x/Tnnt2/Tagln/Cap1/Vasp/Capzb/Myo1c/Cacnb2/Arpc4/Pdlim7/Tmsb10/Cnn2/Pawr 24
GO:0051020 GO:0051020 GTPase binding 12/189 313/22360 1.53e-05 0.0017714 0.0014927 Pfn1/Rassf1/Sh3gl1/Gnb2/Tnfaip1/Eno1b/Gnb1/Adcyap1r1/Myo1c/Garre1/Rassf5/Raf1 12
24h auxin on AID-Ogt cells - BP down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0006888 GO:0006888 endoplasmic reticulum to Golgi vesicle-mediated transport 21/595 116/22853 0.0000000 0.0000000 0.0000000 Copb2/Kdelr2/Sec24d/Sec24a/Scfd1/Copg1/Sec31a/Rab1a/Tmed10/Copa/Lman1/Sar1a/Arf1/Sec23a/Yipf5/Golga2/Copb1/Kdelr3/Creb3l2/Tmed9/Uso1 21
GO:0006890 GO:0006890 retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum 13/595 45/22853 0.0000000 0.0000001 0.0000001 Copb2/Kdelr2/Scfd1/Copa/Copz2/Copz1/Rab6a/Kdelr3/Golph3/Atp9a/Nbas/Gbf1/Kif1c 13
GO:0048660 GO:0048660 regulation of smooth muscle cell proliferation 20/595 178/22853 0.0000000 0.0000247 0.0000205 Adamts1/Vip/Ndrg4/Rhoa/Hmgcr/Rgs5/Shc1/Cnn1/Htr1b/Pdgfd/Npr3/Gnai3/Prkg1/Ereg/Hif1a/Klf4/Tgfb3/Ogn/Zfp143/Sf1 20
GO:0009100 GO:0009100 glycoprotein metabolic process 28/595 331/22853 0.0000001 0.0000247 0.0000205 Oga/Rxylt1/Gmppb/Tmem59/Fam20b/Rab1a/Bpnt2/Ostc/Magt1/Dsel/Alg14/Pofut2/Man1c1/Pgm3/Pomt2/Itm2a/Tmem258/Slc2a10/Hs6st2/Golph3/Ganab/Stt3a/Hif1a/Fbxo44/Rpn1/Galnt11/Gxylt1/Csgalnact2 28
GO:0010256 GO:0010256 endomembrane system organization 33/595 486/22853 0.0000006 0.0001843 0.0001532 Arl1/Ndel1/Esyt1/Sec31a/Rab1a/Tmed10/Rab5a/Lman1/Emc2/Yipf5/Osbp/Fat4/Plscr3/Ccdc136/Prx/Cltc/Lysmd3/Golga2/Rab18/Eif2ak3/Map2k2/Nup93/Tmed9/Mapk1/Atp8b2/Vti1b/Golph3/Golga5/Sec23ip/Arfgef2/Gbf1/Parp11/Uso1 33
GO:1904951 GO:1904951 positive regulation of establishment of protein localization 26/595 333/22853 0.0000007 0.0002002 0.0001664 Oga/Ppp3cb/Sec24a/Tcaf1/Tmed10/Pmaip1/Sar1a/Tcp1/Bbc3/Arf1/Tm7sf3/Osbp/Kif5b/Fis1/Tcaf2/Mapk1/Vamp2/Ipo5/Golph3/Vps35/Hif1a/Stom/Tgfb3/Gli3/Ppia/Pfkfb2 26
GO:0090150 GO:0090150 establishment of protein localization to membrane 22/595 254/22853 0.0000010 0.0002245 0.0001866 Oga/Hspa5/Tcaf1/Clstn1/Pmaip1/Emc2/Bbc3/Fis1/Tcaf2/Ssr3/Hspa4/Vamp2/Timm13/Golph3/Vps35/Srpr/Golga4/Stom/Tamalin/Calm3/Tomm40/Gga2 22
GO:0051222 GO:0051222 positive regulation of protein transport 25/595 317/22853 0.0000010 0.0002260 0.0001879 Oga/Ppp3cb/Sec24a/Tcaf1/Tmed10/Pmaip1/Sar1a/Bbc3/Arf1/Tm7sf3/Osbp/Kif5b/Fis1/Tcaf2/Mapk1/Vamp2/Ipo5/Golph3/Vps35/Hif1a/Stom/Tgfb3/Gli3/Ppia/Pfkfb2 25
GO:0090287 GO:0090287 regulation of cellular response to growth factor stimulus 24/595 300/22853 0.0000013 0.0002745 0.0002282 Spry1/Fbn2/Hspa5/Jcad/Tob1/Cyfip2/Got1/Aspn/Slc2a10/Spry2/Fbn1/Glg1/Fzd4/Spred3/Hif1a/Chrd/Hes1/Vegfd/Tgfb3/Lats1/Fstl1/Grem1/Ccn1/Slit2 24
GO:0006986 GO:0006986 response to unfolded protein 14/595 118/22853 0.0000025 0.0004048 0.0003365 Hspa9/Hspa5/Selenos/Dnajc3/Tm7sf3/Eif2ak2/Eif2ak3/Manf/Creb3l2/Ddit3/Atf4/Derl1/Tbl2/Hspb8 14
GO:0034976 GO:0034976 response to endoplasmic reticulum stress 21/595 255/22853 0.0000038 0.0005397 0.0004487 Hspa5/Selenos/Ufm1/Pmaip1/Dnajc3/Bbc3/Canx/Eif2ak2/Eif2ak3/Tmem259/Sesn2/Usp25/Manf/Creb3l2/Ddit3/Pdia3/Atf4/Derl1/Nfe2l1/Tbl2/Fbxo44 21
GO:0090092 GO:0090092 regulation of transmembrane receptor protein serine/threonine kinase signaling pathway 21/595 255/22853 0.0000038 0.0005397 0.0004487 Tgfbr1/Spry1/Fbn2/Hspa5/Tob1/Got1/Aspn/Nup93/Slc2a10/Spry2/Fbn1/Glg1/Spred3/Chrd/Hes1/Tgfb3/Lats1/Fstl1/Gdf11/Grem1/Ccn1 21
GO:0071692 GO:0071692 protein localization to extracellular region 27/595 402/22853 0.0000079 0.0010224 0.0008500 Oga/Ppp3cb/Sec24a/Fbn2/Cyp51/Copg1/Tmed10/Arf1/Ccdc186/Tm7sf3/Pfkl/Osbp/Hmgcr/Kif5b/Cdk16/Midn/Hmgn3/Fbn1/Ppp3ca/Golph3/Vps35/Rab11fip1/Hif1a/Tgfb3/Ppia/Pfkfb2/Arfip1 27
GO:0035150 GO:0035150 regulation of tube size 16/595 172/22853 0.0000117 0.0012454 0.0010354 Rhoa/Atp2b1/Icam1/Hmgcr/Shc1/Manf/Ahr/Htr1b/Ece1/Npr3/Prkg1/Cacna1g/Htr2a/Hif1a/Sod3/Ptprm 16
GO:1901998 GO:1901998 toxin transport 8/595 43/22853 0.0000131 0.0013554 0.0011269 Copb2/Hspa5/Scfd1/Tcp1/Bbc3/Copz1/Nrp1/Mtmr12 8
GO:0003018 GO:0003018 vascular process in circulatory system 19/595 235/22853 0.0000140 0.0014182 0.0011791 Rhoa/Atp2b1/Icam1/Hmgcr/Amot/Shc1/Manf/Abcg2/Ahr/Htr1b/Ece1/Npr3/Prkg1/Cacna1g/Htr2a/Hif1a/Sod3/Ptprm/Slit2 19
GO:0034248 GO:0034248 regulation of cellular amide metabolic process 28/595 446/22853 0.0000188 0.0018187 0.0015120 Eif5a2/Abce1/Tmed10/Tob1/Dnajc3/Stat3/Ireb2/Eif2s3y/Eif2ak2/Eif2ak3/Sesn2/Cpeb4/Aars/Mapk1/Paip2b/Polr2g/Zfp36l1/Ago3/Cyp1b1/Eif5/Btg2/Fto/Sp1/Eif2s3x/Secisbp2l/Ncl/Npm1/Ccn1 28
GO:0002040 GO:0002040 sprouting angiogenesis 13/595 123/22853 0.0000199 0.0018843 0.0015666 Jcad/Rhoa/Adamts9/Ephb4/Reck/Nrp1/Plk2/Vegfd/Klf4/Akt3/Grem1/Slit2/Nr4a1 13
GO:0048880 GO:0048880 sensory system development 26/595 427/22853 0.0000615 0.0041571 0.0034562 Tgfbr1/Spry1/Lif/Cc2d2a/Stat3/Col5a2/Hdac2/Ahr/Spry2/Nhs/Nrp1/Sh3pxd2b/Fzd4/Rcn1/Atf4/Spred3/Fat1/Hif1a/Cyp1b1/Klf4/Sp1/Ptprm/Gdf11/Gli3/Hdac1/Zhx2 26
GO:0033688 GO:0033688 regulation of osteoblast proliferation 6/595 28/22853 0.0000702 0.0046706 0.0038830 Rhoa/Eif2ak2/Ahr/Npr3/Grem1/Ccn1 6
GO:0007015 GO:0007015 actin filament organization 27/595 456/22853 0.0000717 0.0047008 0.0039082 Arhgef10/Tgfbr1/Rnd3/Rhoa/Icam1/Cyfip2/Arf1/Rflnb/Marcks/Lima1/Synpo/Iqgap2/Actg1/Fchsd2/Gas2l3/Nrp1/Pak3/Sh3pxd2b/Dpysl3/Fat1/Pakap/Tgfb3/Lats1/Slit2/Arfip1/Rhobtb3/Actr2 27
GO:1902903 GO:1902903 regulation of supramolecular fiber organization 24/595 389/22853 0.0000956 0.0059165 0.0049189 Arhgef10/Tgfbr1/Rhoa/Mid1/Icam1/Cyfip2/Arf1/Lima1/Synpo/Iqgap2/Actg1/Hdac2/Fchsd2/Nrp1/Pak3/Vbp1/Map1a/Sh3pxd2b/Mid1ip1/Tgfb3/Lats1/Slit2/Arfip1/Actr2 24
GO:0031346 GO:0031346 positive regulation of cell projection organization 26/595 440/22853 0.0001003 0.0061263 0.0050933 Tgfbr1/Adamts1/Ndel1/Hspa5/Ndrg4/Lif/Ntn1/Marcks/Gpc2/Golga2/Map2k2/Creb3l2/Robo2/Nrp1/Pak3/Septin7/Fzd4/Eef1a1/Dpysl3/Golga4/Tgfb3/Il1rap/Rhoq/Setx/Actr2/Tox 26
GO:0006486 GO:0006486 protein glycosylation 15/595 190/22853 0.0001435 0.0077101 0.0064101 Oga/Rxylt1/Gmppb/Tmem59/Ostc/Magt1/Alg14/Pofut2/Pgm3/Pomt2/Tmem258/Stt3a/Rpn1/Galnt11/Gxylt1 15
GO:0010631 GO:0010631 epithelial cell migration 20/595 304/22853 0.0001538 0.0080650 0.0067051 Tgfbr1/Jcad/Rhoa/Adamts9/Rras/Amot/Ephb4/Nrp1/Plk2/Hif1a/Cyp1b1/Klf4/Sp1/Fstl1/Ptprm/Plekhg5/Akt3/Grem1/Slit2/Nr4a1 20
GO:0001649 GO:0001649 osteoblast differentiation 16/595 220/22853 0.0002251 0.0104783 0.0087115 Fbn2/Tob1/Trp53inp2/Rspo2/Ahr/Cebpd/Sh3pxd2b/Tmem64/Atf4/H3f3a/Chrd/Ddx5/Gli3/Grem1/Ccn1/Gabbr1 16
GO:0031669 GO:0031669 cellular response to nutrient levels 15/595 200/22853 0.0002516 0.0113297 0.0094193 Srebf2/Hspa5/Pmaip1/Ireb2/Brsk1/Eif2ak2/Eif2ak3/Sesn2/Cpeb4/Lars/Mapk1/Pdia3/Atf4/Fads1/Tbl2 15
GO:0032956 GO:0032956 regulation of actin cytoskeleton organization 22/595 369/22853 0.0002973 0.0128659 0.0106965 Arhgef10/Tgfbr1/Rnd3/Rhoa/Icam1/Cyfip2/Arf1/Lima1/Synpo/Iqgap2/Actg1/Hdac2/Fchsd2/Nrp1/Pak3/Sh3pxd2b/Tgfb3/Lats1/Slit2/Arfip1/Rhobtb3/Actr2 22
GO:0009743 GO:0009743 response to carbohydrate 15/595 204/22853 0.0003113 0.0133453 0.0110951 Ppp3cb/Icam1/Ccdc186/Pfkl/Osbp/Hmgcr/Kif5b/Cdk16/Sesn2/Hmgn3/Vamp2/Ppp3ca/Zfp36l1/Hif1a/Pfkfb2 15
GO:0048762 GO:0048762 mesenchymal cell differentiation 16/595 236/22853 0.0004919 0.0169392 0.0140830 Tgfbr1/Spry1/Pofut2/Wnt16/Rflnb/Hdac2/Spry2/Nrp1/Mapk1/Usf3/Spred3/Hif1a/Hes1/Ddx5/Tgfb3/Grem1 16
GO:0032535 GO:0032535 regulation of cellular component size 23/595 417/22853 0.0006494 0.0209799 0.0174424 Tmem123/Ndel1/Rhoa/Rab5a/Icam1/Cyfip2/Arf1/Ntn1/Lima1/Arhgap5/Iqgap2/Ahr/Lars/Fchsd2/Nrp1/Pak3/Golga4/Lats1/Npm1/Akt3/Slit2/Arfip1/Actr2 23
GO:0044262 GO:0044262 cellular carbohydrate metabolic process 18/595 291/22853 0.0006703 0.0213444 0.0177454 Stbd1/Idh1/Inpp5a/Ddb1/Pmaip1/Got1/Bpnt2/Stat3/Midn/Sesn2/Abcg2/Gbe1/Nfe2l1/Gyg/Hif1a/Ier3/Supt20/Pfkfb2 18
GO:0009914 GO:0009914 hormone transport 21/595 374/22853 0.0008766 0.0255430 0.0212361 Oga/Ppp3cb/Rab1a/Slc7a5/Lif/Ccdc186/Tm7sf3/Pfkl/Osbp/Hmgcr/Kif5b/Cdk16/Midn/Hmgn3/Vamp2/Ppp3ca/Fzd4/Rab11fip1/Hif1a/Pfkfb2/Gabbr1 21
GO:1903829 GO:1903829 positive regulation of cellular protein localization 17/595 277/22853 0.0010192 0.0285749 0.0237567 Tcaf1/Pmaip1/Tcp1/Lif/Bbc3/Kif5b/Eif2ak3/Fis1/Sesn2/Tcaf2/Gnl3l/Mapk1/Ipo5/Map1a/Stom/Gli3/Npm1 17
GO:0090276 GO:0090276 regulation of peptide hormone secretion 15/595 231/22853 0.0011294 0.0306998 0.0255233 Oga/Ppp3cb/Lif/Tm7sf3/Pfkl/Osbp/Hmgcr/Kif5b/Cdk16/Midn/Hmgn3/Ppp3ca/Hif1a/Pfkfb2/Gabbr1 15
GO:0045454 GO:0045454 cell redox homeostasis 5/595 31/22853 0.0011409 0.0308239 0.0256266 Selenos/Slc2a10/Nnt/Ddit3/Nfe2l1 5
GO:0019318 GO:0019318 hexose metabolic process 16/595 256/22853 0.0011724 0.0311341 0.0258845 Ddb1/Pmaip1/Pofut2/Pfkl/Dcxr/Man1c1/Midn/Sesn2/Cbr2/Fbn1/Atf4/Nfe2l1/Hif1a/Supt20/Pdha1/Pfkfb2 16
GO:1901214 GO:1901214 regulation of neuron death 21/595 383/22853 0.0011803 0.0311341 0.0258845 Inpp5a/Rhoa/Pmaip1/Bbc3/Stat3/Fis1/Elk1/Tmem259/Cpeb4/Aars/Nrp1/Pak3/Ddit3/Atf4/Vps35/Grid2/Hif1a/Tgfb3/Btg2/Nfatc4/Npm1 21
GO:1903532 GO:1903532 positive regulation of secretion by cell 20/595 360/22853 0.0013083 0.0329620 0.0274041 Oga/Ppp3cb/Sec24a/Vip/Rab27b/Tmed10/Rab5a/Lif/Arf1/Tm7sf3/Osbp/Kif5b/Golph3/Cacna1g/Vps35/Hif1a/Tgfb3/Ppia/Pfkfb2/Gabbr1 20
GO:1902850 GO:1902850 microtubule cytoskeleton organization involved in mitosis 11/595 146/22853 0.0015678 0.0376291 0.0312843 Kpnb1/Arhgef10/Spry1/Map4/Ndel1/Rhoa/Cltc/Golga2/Spry2/Plk2/2610002M06Rik 11
GO:0072521 GO:0072521 purine-containing compound metabolic process 21/595 392/22853 0.0015700 0.0376291 0.0312843 Oga/Cs/Rhoa/Acat1/Pfkl/Hmgcr/Stat3/Dpyd/Crot/Slc27a3/Pnp/Gnai3/Htr2a/Adcy1/Prpsap2/Hif1a/Ier3/Pdha1/Pfkfb2/Rhoq/Prps1 21
GO:1990928 GO:1990928 response to amino acid starvation 6/595 49/22853 0.0016413 0.0387128 0.0321852 Eif2ak2/Eif2ak3/Sesn2/Lars/Mapk1/Atf4 6
GO:0043555 GO:0043555 regulation of translation in response to stress 4/595 21/22853 0.0019133 0.0415627 0.0345546 Dnajc3/Eif2ak3/Sesn2/Npm1 4
GO:0032233 GO:0032233 positive regulation of actin filament bundle assembly 7/595 68/22853 0.0019217 0.0415627 0.0345546 Arhgef10/Tgfbr1/Rhoa/Synpo/Nrp1/Sh3pxd2b/Tgfb3 7
GO:0090162 GO:0090162 establishment of epithelial cell polarity 5/595 35/22853 0.0020011 0.0428894 0.0356576 Rhoa/Myo9a/Golph3/Fat1/Hes1 5
GO:0034599 GO:0034599 cellular response to oxidative stress 16/595 271/22853 0.0021004 0.0448021 0.0372478 Adnp2/Selenos/Pycr1/Ptprk/Wnt16/Prkra/Sesn2/Hdac2/Mapk1/Atf4/Nfe2l1/Hif1a/Sod3/Cyp1b1/Ppia/Setx 16
GO:0019693 GO:0019693 ribose phosphate metabolic process 20/595 376/22853 0.0021804 0.0459502 0.0382023 Cs/Rhoa/Acat1/Pfkl/Hmgcr/Stat3/Dpyd/Crot/Slc27a3/Pnp/Gnai3/Htr2a/Adcy1/Prpsap2/Hif1a/Ier3/Pdha1/Pfkfb2/Rhoq/Prps1 20
GO:0051054 GO:0051054 positive regulation of DNA metabolic process 14/595 223/22853 0.0022294 0.0462108 0.0384190 Oga/Parm1/Tcp1/Kmt5b/Mapk1/Pak3/Pnp/Cyp1b1/Klf4/Npm1/Grem1/Actr2/Eya4/Tox 14
GO:0043271 GO:0043271 negative regulation of ion transport 12/595 176/22853 0.0022867 0.0462108 0.0384190 Vip/Grk6/Icam1/Tcaf2/Ahr/Htr1b/Atf4/Htr2a/Hes1/Kcne4/Calm3/Gabbr1 12
GO:0061299 GO:0061299 retina vasculature morphogenesis in camera-type eye 3/595 11/22853 0.0024786 0.0474233 0.0394270 Nrp1/Fzd4/Cyp1b1 3
24h auxin on AID-Ogt cells - CC down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0030135 GO:0030135 coated vesicle 30/595 199/22838 0.0000000 0.0000000 0.0000000 Copb2/Kdelr2/Sec24d/Sec24a/Copg1/Sec31a/Rab27b/Tmed10/Copa/Lman1/Sar1a/Arf1/Copz2/Sec23a/Yipf5/Copz1/Cltc/Golga2/Copb1/Clint1/Kdelr3/Tmed9/Vamp2/Ece1/Vti1b/Golga5/Sec23ip/Gga2/Dipk2a/Uso1 30
GO:0030120 GO:0030120 vesicle coat 14/595 54/22838 0.0000000 0.0000000 0.0000000 Copb2/Sec24d/Sec24a/Copg1/Sec31a/Copa/Sar1a/Copz2/Sec23a/Copz1/Cltc/Copb1/Clint1/Dipk2a 14
GO:0000139 GO:0000139 Golgi membrane 26/595 267/22838 0.0000000 0.0000005 0.0000004 Copb2/Kdelr2/Scfd1/Copg1/Rab1a/Tmed10/Lman1/Arf1/Sec23a/Osbp/Golim4/Rab6a/Man1c1/Qsox2/Golga2/Kdelr3/Creb3l2/Slc35b1/Glg1/Ndfip1/Gnai3/Golga5/Arfgef2/Dipk2a/Arfip1/Uso1 26
GO:0062023 GO:0062023 collagen-containing extracellular matrix 25/595 393/22838 0.0000424 0.0009509 0.0007858 Lgalsl/Col12a1/Adamts1/Fbn2/Fam20b/Lman1/Adamts5/Aspn/Ntn1/Gpc6/Gpc2/Col5a2/Col23a1/Col1a2/Col11a2/Fbn1/Plxdc2/Atrnl1/Sod3/Gpc4/Tgfb3/Ogn/Ccn1/Slit2/Adamts10 25
GO:0098978 GO:0098978 glutamatergic synapse 20/595 319/22838 0.0002923 0.0062655 0.0051772 Ppp3cb/Flrt3/Rhoa/Clstn1/Atp2b1/Apba1/Synpo/Nrp1/Pak3/Plat/Ppp2r1a/Plppr4/Ppp3ca/Fzd4/Vps35/Grid2/Adcy1/Gpc4/Tamalin/Il1rap 20
GO:0016607 GO:0016607 nuclear speck 19/595 343/22838 0.0017795 0.0240451 0.0198686 Rbm14/Rbm39/Luc7l2/Srrm2/Prx/Son/Nrde2/Prcc/Ccnl1/Ckap4/Lhpp/Fbxl4/Hif1a/Fto/Brd2/Dazap2/Nfatc4/Gli3/Npm1 19
GO:0030027 GO:0030027 lamellipodium 12/595 174/22838 0.0020904 0.0264246 0.0218348 Rhoa/Myo9b/Amot/Palld/Fgd4/Iqgap2/Dpysl3/Fat1/Arhgef6/Ptprm/Plekhg5/Actr2 12
GO:0001527 GO:0001527 microfibril 3/595 13/22838 0.0041403 0.0443737 0.0366662 Fbn2/Fbn1/Adamts10 3
24h auxin on AID-Ogt cells - MF down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
48h auxin on AID-Ogt cells - BP down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:1904951 GO:1904951 positive regulation of establishment of protein localization 27/481 333/22853 0.0000000 0.0000037 0.0000032 Oga/Ppp3cb/Ipo5/Ppia/Tcp1/Tgfb3/Ptgs2/Flna/Tcaf2/Tcaf1/Tomm70a/Pmaip1/Actr3/Cct8/Tmed10/Golph3/Mapk1/Cct3/Cct5/Malrd1/Arf1/Dnm1l/Cct6a/Unc13b/Ppm1a/Sar1a/Sh3glb1 27
GO:1904816 GO:1904816 positive regulation of protein localization to chromosome, telomeric region 7/481 13/22853 0.0000000 0.0000037 0.0000032 Tcp1/Gnl3/Cct8/Gnl3l/Cct3/Cct5/Cct6a 7
GO:0048660 GO:0048660 regulation of smooth muscle cell proliferation 17/481 178/22853 0.0000002 0.0001343 0.0001139 Cnn1/Rhoa/Htr1b/Tgfb3/Vip/Ptgs2/Shc1/Hmgcr/Tpm1/Pdgfd/Sf1/Adamts1/Tert/Gnai3/Ern1/Pik3ca/Ctnnbip1 17
GO:0072594 GO:0072594 establishment of protein localization to organelle 27/481 415/22853 0.0000003 0.0001343 0.0001139 Kpnb1/Ipo5/Ufm1/Tcp1/Vps37a/Tomm40/Hspa4/Tspan17/Ptgs2/Flna/Nxt2/Tomm70a/Pmaip1/Cct8/Nup93/Mapk1/Tert/Ssr3/Cct3/Srp54a/Sec61b/E2f3/Cct5/Srp9/Cct6a/Ddx5/Sh3glb1 27
GO:0007015 GO:0007015 actin filament organization 28/481 456/22853 0.0000005 0.0001891 0.0001604 Rhoa/Acta1/Arpc5/Actg1/Lima1/Tmsb4x/Dpysl3/Dstn/Arhgef10/Ccn2/Tgfb3/Tgfbr1/Coro6/Flna/Tpm1/Tnfaip1/Cfl2/Actr3/Rnd3/Msrb1/Pdxp/Srf/Myo5a/Arf1/Rflnb/Swap70/Actr2/Pik3ca 28
GO:0032535 GO:0032535 regulation of cellular component size 26/481 417/22853 0.0000010 0.0002793 0.0002369 Tmem123/Rhoa/Arpc5/Akt3/Lima1/Tmsb4x/Dstn/Picalm/Rab5a/Npm1/Tnfrsf12a/Tpm1/Cfl2/Actr3/Pdxp/Srf/Prkg2/Lars/Arf1/Wdr36/Swap70/Chmp3/Ndel1/Actr2/Fgf13/Pik3ca 26
GO:0006888 GO:0006888 endoplasmic reticulum to Golgi vesicle-mediated transport 13/481 116/22853 0.0000010 0.0002793 0.0002369 Copb2/Vcp/Lman1/Rab1a/Kdelr2/Sec22a/Tmed10/Copg1/Scfd1/Arf1/Yif1b/Sar1a/Spast 13
GO:0006891 GO:0006891 intra-Golgi vesicle-mediated transport 7/481 27/22853 0.0000011 0.0002793 0.0002369 Copb2/Copz1/Rab6a/Copz2/Copg1/Cog5/Vti1b 7
GO:0051222 GO:0051222 positive regulation of protein transport 22/481 317/22853 0.0000012 0.0002826 0.0002397 Oga/Ppp3cb/Ipo5/Ppia/Tgfb3/Ptgs2/Flna/Tcaf2/Tcaf1/Tomm70a/Pmaip1/Actr3/Tmed10/Golph3/Mapk1/Malrd1/Arf1/Dnm1l/Unc13b/Ppm1a/Sar1a/Sh3glb1 22
GO:1901998 GO:1901998 toxin transport 8/481 43/22853 0.0000028 0.0005588 0.0004739 Copb2/Tcp1/Copz1/Cct8/Cct3/Cct5/Scfd1/Cct6a 8
GO:0055001 GO:0055001 muscle cell development 17/481 219/22853 0.0000043 0.0006909 0.0005860 Ldb3/Afg3l2/Acta1/Actg1/Map2k4/Hdac2/Pbrm1/Slc25a4/Pdlim5/Tpm1/Cav2/Tomm70a/Cfl2/Dmd/Srf/Itgb1/Rgs2 17
GO:1902903 GO:1902903 regulation of supramolecular fiber organization 23/481 389/22853 0.0000098 0.0011531 0.0009779 Rhoa/Arpc5/Actg1/Lima1/Tmsb4x/Dstn/Vbp1/Arhgef10/Ccn2/Tgfb3/Tgfbr1/Flna/Hdac2/Tpm1/Cfl2/Actr3/Pdxp/Mid1ip1/Arf1/Swap70/Actr2/Fgf13/Pik3ca 23
GO:0006486 GO:0006486 protein glycosylation 15/481 190/22853 0.0000129 0.0013350 0.0011322 Oga/Rxylt1/Gxylt1/Alg14/Magt1/Ostc/Pmm2/Rpn2/Large1/Ext1/Gmppb/C1galt1c1/Tmem258/Ddost/Alg10b 15
GO:2001233 GO:2001233 regulation of apoptotic signaling pathway 23/481 403/22853 0.0000172 0.0016146 0.0013694 Inhba/Slc25a5/Ppia/Pea15a/Tgfbr1/Ptgs2/Hdac2/Tnfrsf12a/Pdia3/Hdac1/Pmaip1/Selenos/Prkra/Ivns1abp/Ppp2r1a/Tert/Gnai3/Skil/Bcl10/Dnm1l/Vdac2/Pik3cb/Sh3glb1 23
GO:0009100 GO:0009100 glycoprotein metabolic process 20/481 331/22853 0.0000271 0.0024361 0.0020661 Oga/Rxylt1/Gxylt1/Alg14/Bpnt2/Magt1/Rab1a/Fam20b/Ostc/Pmm2/Rpn2/Large1/Ext1/Golph3/Adamts12/Gmppb/C1galt1c1/Tmem258/Ddost/Alg10b 20
GO:0032956 GO:0032956 regulation of actin cytoskeleton organization 21/481 369/22853 0.0000413 0.0031413 0.0026642 Rhoa/Arpc5/Actg1/Lima1/Tmsb4x/Dstn/Arhgef10/Ccn2/Tgfb3/Tgfbr1/Flna/Hdac2/Tpm1/Cfl2/Actr3/Rnd3/Pdxp/Arf1/Swap70/Actr2/Pik3ca 21
GO:0022411 GO:0022411 cellular component disassembly 22/481 402/22853 0.0000489 0.0034920 0.0029616 Oga/Abce1/Eif5a2/Ufm1/Vcp/Slc25a5/Lima1/Dstn/Tgfb3/Tgfbr1/Slc25a4/Tpm1/Cfl2/Pdxp/Mid1ip1/Wipi1/Dnm1l/Swap70/Ndel1/Fgf13/Pik3ca/Spast 22
GO:1902850 GO:1902850 microtubule cytoskeleton organization involved in mitosis 12/481 146/22853 0.0000635 0.0043082 0.0036538 Kpnb1/Rhoa/Vcp/Arhgef10/Map4/Flna/Spry1/Zfp207/Itgb1/Ndel1/Stil/Spast 12
GO:0051656 GO:0051656 establishment of organelle localization 22/481 411/22853 0.0000678 0.0044547 0.0037781 Kpnb1/Abce1/Picalm/Rab1a/Rab27b/Map4/Npm1/Spry1/Ap3m1/Hook3/Actr3/Tmed10/Copg1/Wipi1/Itgb1/Myo5a/Arf1/Ndel1/Actr2/Actr10/Sar1a/Spast 22
GO:0051054 GO:0051054 positive regulation of DNA metabolic process 15/481 223/22853 0.0000827 0.0050980 0.0043237 Oga/Tcp1/Blm/Gnl3/Npm1/Kmt5b/Cct8/Mapk1/Cct3/Cct5/Smchd1/Dhx36/Cct6a/Usp7/Actr2 15
GO:0045933 GO:0045933 positive regulation of muscle contraction 7/481 51/22853 0.0000911 0.0053357 0.0045253 Rhoa/Ccn2/Ptgs2/F2r/Srf/Sphk1/Rgs2 7
GO:0043244 GO:0043244 regulation of protein-containing complex disassembly 11/481 129/22853 0.0000916 0.0053357 0.0045253 Oga/Eif5a2/Lima1/Dstn/Tpm1/Cfl2/Pdxp/Mid1ip1/Swap70/Fgf13/Pik3ca 11
GO:0030239 GO:0030239 myofibril assembly 8/481 69/22853 0.0000986 0.0055913 0.0047420 Ldb3/Acta1/Actg1/Hdac2/Tpm1/Cfl2/Srf/Itgb1 8
GO:0034976 GO:0034976 response to endoplasmic reticulum stress 16/481 255/22853 0.0001098 0.0059000 0.0050038 Ufm1/Vcp/Tmem259/Dnajc3/Derl1/Pdia3/Tbl2/Ccdc47/Pmaip1/Selenos/Rnf103/Sec61b/Canx/Ern1/Gorasp2/Tmem117 16
GO:0006936 GO:0006936 muscle contraction 18/481 312/22853 0.0001216 0.0064503 0.0054706 Rhoa/Cacna2d1/Ccn2/Npy1r/Ptgs2/Shc1/Flna/Tpm1/Dmd/Atp1b1/F2r/Srf/Atp2b1/Sphk1/Fgf13/Pik3ca/Rgs2/Setd3 18
GO:0051653 GO:0051653 spindle localization 7/481 56/22853 0.0001666 0.0083079 0.0070460 Kpnb1/Map4/Spry1/Actr3/Itgb1/Ndel1/Actr2 7
GO:0045765 GO:0045765 regulation of angiogenesis 17/481 302/22853 0.0002487 0.0107401 0.0091088 Akt3/Rras/Pgk1/Jcad/Vash2/Cd59a/Sh2b3/Shc1/Tnfrsf12a/Amot/Lif/Adamts1/Tert/Itgb1/Bmper/Sphk1/Pik3cb 17
GO:0048872 GO:0048872 homeostasis of number of cells 19/481 360/22853 0.0002502 0.0107401 0.0091088 Ppp3cb/Hspa9/Inhba/Slc25a5/Akt3/Exoc6/Sh2b3/Rcor1/Pmaip1/Ext1/F2r/Srf/Ireb2/Skil/Rps24/Bcl10/Myct1/Cfh/Pik3cb 19
GO:0098656 GO:0098656 anion transmembrane transport 13/481 194/22853 0.0002518 0.0107401 0.0091088 Grk6/Slc25a5/Slc25a29/Slc7a5/Slc35b1/Tcaf2/Slc25a4/Slc25a13/Tcaf1/Slc26a2/Itgb1/Vdac2/Rgs2 13
GO:0048588 GO:0048588 developmental cell growth 16/481 275/22853 0.0002598 0.0107522 0.0091190 Map2k4/Picalm/Tnfrsf12a/Slc25a4/Pdlim5/Tomm70a/Actr3/Ext1/Srf/Itgb1/Wdr36/Ndel1/Fgf13/Flrt3/Rgs2/Sh3glb1 16
GO:0090288 GO:0090288 negative regulation of cellular response to growth factor stimulus 9/481 104/22853 0.0003528 0.0133949 0.0113603 Cd59a/Spry1/Adamts12/Sost/Skil/Bmper/Ppm1a/Fstl3/Pik3cb 9
GO:0022613 GO:0022613 ribonucleoprotein complex biogenesis 20/481 411/22853 0.0004942 0.0177831 0.0150820 Rpl7/Abce1/Ddx54/Nhp2/Rps16/Dis3/Npm1/Rpsa/Ncl/Nop56/Luc7l2/Rpl14/Gnl3l/Eif5/Mrto4/Rps24/Wdr36/Rplp0/Rpl10/Tsr2 20
GO:1903522 GO:1903522 regulation of blood circulation 15/481 264/22853 0.0005138 0.0181712 0.0154112 Rhoa/Cacna2d1/Ccn2/Npy1r/Ptgs2/Shc1/Flna/Hmgcr/Tpm1/Dmd/Atp1b1/F2r/Atp2b1/Fgf13/Rgs2 15
GO:1903792 GO:1903792 negative regulation of anion transport 5/481 33/22853 0.0005901 0.0205203 0.0174034 Grk6/Htr1b/Tcaf2/Prkg2/Rgs2 5
GO:0060537 GO:0060537 muscle tissue development 22/481 482/22853 0.0006250 0.0211988 0.0179789 Rhoa/Acta1/Map2k4/Maff/Tgfbr1/Meg3/Hdac2/Slc25a4/Pdlim5/Schip1/Hmgcr/Tpm1/Cav2/Tomm70a/Cfl2/Dmd/Mapk1/Srf/Skil/Itgb1/Ddx5/Rgs2 22
GO:0050821 GO:0050821 protein stabilization 12/481 190/22853 0.0007303 0.0227721 0.0193132 Tcp1/Rassf1/Npm1/Flna/Prkra/Cct8/Zfp207/Atp1b1/Cct3/Cct5/Cct6a/Usp7 12
GO:0007339 GO:0007339 binding of sperm to zona pellucida 6/481 52/22853 0.0007557 0.0230261 0.0195286 Tcp1/Cct8/Cct3/Cct5/Cct6a/Vdac2 6
GO:0016236 GO:0016236 macroautophagy 13/481 222/22853 0.0009027 0.0249013 0.0211190 Stbd1/Ufm1/Vcp/Slc25a5/Rab1a/Slc25a4/Gnai3/Wipi1/Scfd1/Myo5a/Vti1b/Trp53inp2/Sh3glb1 13
GO:0010720 GO:0010720 positive regulation of cell development 18/481 377/22853 0.0011516 0.0299693 0.0254172 Picalm/Flna/Hdac2/Tnfrsf12a/Map2k2/Cyp51/Hdac1/Lif/Actr3/Lims1/Srf/Skil/Dhx36/Dnm1l/Rheb/Ndel1/Actr2/Sh3glb1 18
GO:0001558 GO:0001558 regulation of cell growth 20/481 450/22853 0.0014928 0.0361250 0.0306380 Adnp2/Rhoa/Inhba/Picalm/Tgfbr1/Npm1/Tnfrsf12a/Slc25a4/Tomm70a/Adipor1/Actr3/Srf/Rbbp7/Sphk1/Wdr36/Ndel1/Igfbp7/Fgf13/Rgs2/Sh3glb1 20
GO:0003018 GO:0003018 vascular process in circulatory system 13/481 235/22853 0.0015110 0.0361421 0.0306524 Rhoa/Htr1b/Npy1r/Ptgs2/Shc1/Amot/Hmgcr/Ext1/Abcg2/F2r/Atp2b1/Rgs2/Ctnnbip1 13
GO:0036465 GO:0036465 synaptic vesicle recycling 7/481 81/22853 0.0015932 0.0376724 0.0319503 Ppp3cb/Actg1/Picalm/Rab5a/Rab27b/Dnm1l/Canx 7
GO:0060324 GO:0060324 face development 6/481 61/22853 0.0017586 0.0402788 0.0341608 Rras/Tgfb3/Map2k2/Schip1/Mapk1/Srf 6
GO:0050805 GO:0050805 negative regulation of synaptic transmission 7/481 83/22853 0.0018354 0.0408212 0.0346208 Htr1b/Rap1b/Ptgs2/Grid2/Srf/Myo5a/Arf1 7
GO:0035592 GO:0035592 establishment of protein localization to extracellular region 18/481 395/22853 0.0019267 0.0417417 0.0354015 Oga/Ppp3cb/Ppia/Tgfb3/Hmgn3/Cdk16/Cyp51/Hmgcr/Tmed10/Golph3/Copg1/F2r/Malrd1/Myo5a/Arf1/Dnm1l/Unc13b/Tmem167 18
GO:0060998 GO:0060998 regulation of dendritic spine development 7/481 84/22853 0.0019667 0.0419197 0.0355524 Hdac2/Sdk1/Actr3/Dhx36/Arf1/Dnm1l/Actr2 7
GO:0035051 GO:0035051 cardiocyte differentiation 11/481 186/22853 0.0020261 0.0419197 0.0355524 Map2k4/Hdac2/Pbrm1/Slc25a4/Pdlim5/Tomm70a/Mapk1/Srf/Itgb1/Dhx36/Rgs2 11
GO:0030168 GO:0030168 platelet activation 7/481 86/22853 0.0022511 0.0442621 0.0375391 Ppia/Sh2b3/F2r/Srf/C1galt1c1/Cfh/Pik3cb 7
GO:0001942 GO:0001942 hair follicle development 8/481 111/22853 0.0024225 0.0459838 0.0389993 Inhba/Gorab/Ptgs2/Hdac2/Hdac1/Ext1/Nsun2/Myo5a 8
GO:0003301 GO:0003301 physiological cardiac muscle hypertrophy 5/481 45/22853 0.0024707 0.0462623 0.0392354 Map2k4/Slc25a4/Pdlim5/Tomm70a/Rgs2 5
GO:0061049 GO:0061049 cell growth involved in cardiac muscle cell development 5/481 45/22853 0.0024707 0.0462623 0.0392354 Map2k4/Slc25a4/Pdlim5/Tomm70a/Rgs2 5
48h auxin on AID-Ogt cells - CC down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0140534 GO:0140534 endoplasmic reticulum protein-containing complex 14/483 128/22838 0.0000006 0.0001443 0.0001106 Hsd17b12/Vcp/Alg14/Srebf2/Magt1/Derl1/Ostc/Pdia3/Rpn2/Selenos/Sec61b/Tmem258/Ern1/Ddost 14
GO:0005832 GO:0005832 chaperonin-containing T-complex 5/483 10/22838 0.0000010 0.0001607 0.0001232 Tcp1/Cct8/Cct3/Cct5/Cct6a 5
GO:0005798 GO:0005798 Golgi-associated vesicle 11/483 88/22838 0.0000025 0.0002516 0.0001929 Copb2/Zdhhc13/Copz1/Rab27b/Copz2/Kdelr2/Tmed10/Copg1/Scfd1/Arf1/Erc2 11
GO:0000139 GO:0000139 Golgi membrane 19/483 267/22838 0.0000046 0.0002921 0.0002239 Copb2/Zdhhc13/Lman1/Rab1a/Golim4/Slc35b1/Qsox2/Rab6a/Kdelr2/Actr3/Tmed10/Copg1/Gnai3/Scfd1/Rab2a/Arf1/Dnm1l/Gorasp2/Yif1b 19
GO:0005838 GO:0005838 proteasome regulatory particle 6/483 23/22838 0.0000064 0.0003296 0.0002527 Psmd14/Psmd1/Psmd3/Psmd7/Psmd13/Psmd2 6
GO:1905369 GO:1905369 endopeptidase complex 9/483 70/22838 0.0000163 0.0006204 0.0004756 Vcp/Psmd14/Psmd1/Psma2/Psma1/Psmd3/Psmd7/Psmd13/Psmd2 9
GO:0022626 GO:0022626 cytosolic ribosome 11/483 110/22838 0.0000219 0.0006204 0.0004756 Rpl7/Rps23/Rps16/Rpsa/Rpl14/Rpl15/Rps10/Rps24/Rpl8/Rplp0/Rpl10 11
GO:0030016 GO:0030016 myofibril 16/483 222/22838 0.0000222 0.0006204 0.0004756 Rpl7/Ppp3cb/Myl9/Ldb3/Acta1/Actg1/Lman1/Palld/Flna/Pdlim5/Tpm1/Cfl2/Rpl15/Dmd/Fhl3/Arf1 16
GO:0030126 GO:0030126 COPI vesicle coat 4/483 12/22838 0.0000855 0.0017948 0.0013757 Copb2/Copz1/Copz2/Copg1 4
GO:0001725 GO:0001725 stress fiber 9/483 88/22838 0.0001023 0.0018408 0.0014109 Myl9/Ldb3/Acta1/Lima1/Palld/Pdlim5/Amot/Tpm1/Fhl3 9
GO:0001726 GO:0001726 ruffle 11/483 153/22838 0.0004261 0.0056512 0.0043316 Rhoa/Lima1/Jcad/Rab5a/Tnfrsf12a/Amot/Tpm1/Actr3/Pdxp/Itgb1/Myo5a 11
GO:0098984 GO:0098984 neuron to neuron synapse 17/483 359/22838 0.0017924 0.0194192 0.0148848 Rpl7/Cnn3/Picalm/Map4/Pdlim5/Rpl14/Dmd/Grid2/Rpl8/Rnf19a/Rheb/Unc13b/Rplp0/Plcb4/Actr2/Flrt3/Erc2 17
GO:0045121 GO:0045121 membrane raft 18/483 393/22838 0.0019207 0.0197862 0.0151661 Slc25a5/Pgk1/Tgfbr1/Rab5a/Ptgs2/Slc25a4/Cav2/Abcg2/Dmd/Gja3/Mapk1/Atp1b1/F2r/Atp2b1/Gnai3/Itgb1/Bcl10/Vdac2 18
GO:0046930 GO:0046930 pore complex 4/483 26/22838 0.0020417 0.0201765 0.0154653 Slc25a5/Tomm40/Slc25a4/Vdac2 4
GO:0098562 GO:0098562 cytoplasmic side of membrane 11/483 194/22838 0.0029150 0.0277197 0.0212472 Litaf/Rhoa/Esyt1/Rab5a/Cdk16/Map2k2/Cav2/Atp2b1/Gnai3/Gnb2/Rgs2 11
GO:0016581 GO:0016581 NuRD complex 3/483 16/22838 0.0042881 0.0357630 0.0274123 Hdac2/Hdac1/Rbbp7 3
GO:0090545 GO:0090545 CHD-type complex 3/483 16/22838 0.0042881 0.0357630 0.0274123 Hdac2/Hdac1/Rbbp7 3
GO:0014069 GO:0014069 postsynaptic density 15/483 328/22838 0.0044872 0.0364456 0.0279355 Rpl7/Cnn3/Picalm/Map4/Pdlim5/Rpl14/Dmd/Grid2/Rpl8/Rheb/Rplp0/Plcb4/Actr2/Flrt3/Erc2 15
GO:0030055 GO:0030055 cell-substrate junction 10/483 180/22838 0.0051213 0.0403300 0.0309129 Lima1/Palld/Map2k2/Cav2/Actr3/Dmd/Lims1/Mapk1/Itgb1/Flrt3 10
GO:0031965 GO:0031965 nuclear membrane 12/483 242/22838 0.0056462 0.0430929 0.0330307 Kpnb1/Tmem97/Ptgs2/Txnl4a/Osbpl3/Cav2/Nup93/Nucb2/Prkg2/Ern1/Cenpv/Spast 12
48h auxin on AID-Ogt cells - MF down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0003779 GO:0003779 actin binding 24/473 444/22360 0.0000295 0.0034254 0.0029501 Cnn1/Ldb3/Arpc5/Lima1/Tmsb4x/Dstn/Palld/Cnn3/Vash2/Fxyd5/Coro6/Tagln/Flna/Pdlim5/Tpm1/Cfl2/Actr3/Msrb1/Dmd/Itgb1/Fhl3/Myo5a/Actr2/Setd3 24
GO:0019003 GO:0019003 GDP binding 9/473 79/22360 0.0000436 0.0037757 0.0032518 Rhoa/Rras/Rap1b/Rab5a/Rab27b/Gnai3/Rab2a/Arf1/Rheb 9
GO:0016671 GO:0016671 oxidoreductase activity, acting on a sulfur group of donors, disulfide as acceptor 4/473 11/22360 0.0000580 0.0041046 0.0035350 Pdia3/Msrb1/Msra/Msrb3 4
GO:0015215 GO:0015215 nucleotide transmembrane transporter activity 4/473 23/22360 0.0012722 0.0430772 0.0371000 Slc25a5/Slc25a17/Slc25a4/Abcc4 4
4d auxin on AID-Ogt cells - BP down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0006888 GO:0006888 endoplasmic reticulum to Golgi vesicle-mediated transport 24/663 116/22853 0.0000000 0.0000000 0.0000000 Copb2/Lman1/Rab1a/Vcp/Sec24d/Tmed10/Scfd1/Golga2/Sec23a/Kdelr2/Sec24a/Copg1/Yipf5/Sec31a/Bet1/Tmed9/Tmed2/Yif1b/Creb3l2/Tmed7/Arf1/Copb1/Sec16a/Sec22a 24
GO:1904951 GO:1904951 positive regulation of establishment of protein localization 36/663 333/22853 0.0000000 0.0000000 0.0000000 Oga/Ipo5/Tgfb3/Ppp3cb/Tcp1/Ppia/Actr3/Flna/Cct6a/Tmed10/Dnm1l/Ptgs2/Cct5/Tomm70a/Kif5b/Vps35/Tcaf2/Arf6/Sec24a/Rack1/Mapk1/Hras/Pmaip1/Tardbp/Malrd1/Hsp90ab1/Cct8/Pak1/Pfkfb2/Glrx/Cct3/Arf1/Oxct1/Emd/Frmd4a/Pdcd10 36
GO:0022613 GO:0022613 ribonucleoprotein complex biogenesis 40/663 411/22853 0.0000000 0.0000000 0.0000000 Rpl7/Abce1/Npm1/Rpl6/Rpl3/Rps16/Eif2s2/Rpsa/Dis3/Rps24/Rpl14/Rbmx/Ltv1/Ddx54/Rplp0/Ncl/Rpl7a/Nmd3/Ptbp2/Eif4b/Nhp2/Gnl3l/Luc7l2/Wdr43/Lsm4/Rcl1/Hsp90ab1/Rps19/Mrto4/Dcaf13/Ddx3x/Nop56/Tsr1/Efl1/Eif3a/Setx/Tsr2/Rps5/Rpl24/Ebna1bp2 40
GO:1903829 GO:1903829 positive regulation of cellular protein localization 31/663 277/22853 0.0000000 0.0000001 0.0000001 Ipo5/Tcp1/Npm1/Actr3/Flna/Cct6a/Ptgs2/Cct5/Kif5b/Nmd3/Tcaf2/Tfrc/Arf6/Gnl3l/Rack1/Mapk1/Hras/Rock2/Pmaip1/Gnl3/Tardbp/Hnrnpk/Hsp90ab1/Cav2/Cct8/Pak1/Cct3/Map1a/Larp7/Nptn/Lif 31
GO:0007015 GO:0007015 actin filament organization 41/663 456/22853 0.0000000 0.0000001 0.0000001 Actg1/Arpc5/Tgfb3/Tmsb4x/Cfl2/Tpm1/Rhoa/Dpysl3/Arhgef10/Actr3/Tgfbr1/Flna/Actr2/Msrb1/Tnfaip1/Tpm2/Srf/Lima1/Rnd3/Coro6/Nrp1/Wdr1/Dstn/Swap70/Arf6/Rflnb/Myadm/Pakap/Flii/Arpc4/Rock2/Tpm4/Sh3pxd2b/Pls3/Ccn2/Pak1/Cobl/Rhobtb3/Pdxp/Iqgap2/Arf1 41
GO:0034248 GO:0034248 regulation of cellular amide metabolic process 40/663 446/22853 0.0000000 0.0000002 0.0000001 Abce1/Otud6b/Npm1/Eif5a2/Picalm/Paip2b/Tmed10/Rps9/Dnajc3/Stat3/Ncl/Eif3e/Gapdh/Igf2bp3/Syncrip/Rack1/Mapk1/Polr2g/Rock2/Tardbp/Cnbp/Rps3a1/Rplp1/Aars/Cpeb4/Tmed2/Rpl22/Calr/Eprs/Ddx3x/Elavl1/Rgs2/Srp9/Etf1/Cnot6/Pdk1/Cnot11/Eif4e/Dhx36/Sphk1 40
GO:0032956 GO:0032956 regulation of actin cytoskeleton organization 34/663 369/22853 0.0000000 0.0000012 0.0000010 Actg1/Arpc5/Tgfb3/Tmsb4x/Cfl2/Tpm1/Rhoa/Arhgef10/Actr3/Tgfbr1/Flna/Actr2/Hdac2/Lima1/Rnd3/Nrp1/Wdr1/Dstn/Swap70/Ntrk3/Arf6/Myadm/Flii/Ilk/Arpc4/Hras/Rock2/Sh3pxd2b/Ccn2/Pak1/Rhobtb3/Pdxp/Iqgap2/Arf1 34
GO:0051222 GO:0051222 positive regulation of protein transport 31/663 317/22853 0.0000000 0.0000013 0.0000011 Oga/Ipo5/Tgfb3/Ppp3cb/Ppia/Actr3/Flna/Tmed10/Dnm1l/Ptgs2/Tomm70a/Kif5b/Vps35/Tcaf2/Arf6/Sec24a/Rack1/Mapk1/Hras/Pmaip1/Tardbp/Malrd1/Hsp90ab1/Pak1/Pfkfb2/Glrx/Arf1/Oxct1/Emd/Frmd4a/Pdcd10 31
GO:0031346 GO:0031346 positive regulation of cell projection organization 37/663 440/22853 0.0000000 0.0000024 0.0000019 Tgfb3/Dpysl3/Picalm/Actr3/Tgfbr1/Flna/Actr2/Rpl4/Srf/Dnm1l/Golga2/Ndel1/Eef1a1/Adamts1/Septin7/Nrp1/Ntrk3/Ilk/Hras/Map2k1/Hnrnpk/Rap1a/Pak1/Hspa5/Creb3l2/Rgs2/Cobl/Nptn/Lif/Map2k2/Rhoq/Il1rap/Dhx36/Dmd/Setx/Sphk1/Tnfrsf12a 37
GO:0032535 GO:0032535 regulation of cellular component size 35/663 417/22853 0.0000000 0.0000053 0.0000043 Tmem123/Arpc5/Tmsb4x/Cfl2/Tpm1/Npm1/Rhoa/Picalm/Actr3/Rab5a/Actr2/Rpl4/Lars/Srf/Lima1/Ndel1/Nrp1/Wdr1/Dstn/Swap70/Ntrk3/Arf6/Myadm/Arhgap5/Flii/Ilk/Arpc4/Hsp90ab1/Pak1/Fgf13/Pdxp/Iqgap2/Arf1/Chmp3/Tnfrsf12a 35
GO:1901998 GO:1901998 toxin transport 11/663 43/22853 0.0000000 0.0000061 0.0000049 Copb2/Tcp1/Copz1/Cct6a/Scfd1/Cct5/Nrp1/Cct8/Hspa5/Antxr2/Cct3 11
GO:0022411 GO:0022411 cellular component disassembly 33/663 402/22853 0.0000001 0.0000179 0.0000144 Oga/Abce1/Ufm1/Tgfb3/Slc25a5/Cfl2/Tpm1/Slc25a4/Vcp/Eif5a2/Tgfbr1/Pbxip1/Lima1/Dnm1l/Mid1ip1/Golga2/Ndel1/Kif5b/Septin7/Mid1/Wdr1/Dstn/Swap70/Arf6/Vps4b/Flii/Snai2/Sh3pxd2b/Fgf13/Etf1/Map1a/Pdxp/Setx 33
GO:0055001 GO:0055001 muscle cell development 22/663 219/22853 0.0000005 0.0000730 0.0000586 Ldb3/Actg1/Cfl2/Map2k4/Tpm1/Slc25a4/Afg3l2/Hdac2/Pdlim5/Pbrm1/Srf/Tomm70a/Adm/Wdr1/Flii/Ctdp1/Cav2/Pak1/Ccn4/Rgs2/Dmd/Hes1 22
GO:2001233 GO:2001233 regulation of apoptotic signaling pathway 31/663 403/22853 0.0000009 0.0001229 0.0000986 Slc25a5/Ppia/Selenos/Hdac1/Tgfbr1/Ppp2r1a/Hdac2/Gnai3/Dnm1l/Ptgs2/Vdac2/Qars/Pea15a/Nrp1/Inhba/Rack1/Pmaip1/Map2k1/Itprip/Snai2/Ivns1abp/Hnrnpk/Mnt/Ddx3x/Usp47/Eno1/Cth/Higd1a/Pdia3/Bcl10/Tnfrsf12a 31
GO:0043244 GO:0043244 regulation of protein-containing complex disassembly 16/663 129/22853 0.0000011 0.0001323 0.0001062 Oga/Cfl2/Tpm1/Eif5a2/Lima1/Mid1ip1/Mid1/Wdr1/Dstn/Swap70/Flii/Fgf13/Etf1/Map1a/Pdxp/Setx 16
GO:0048660 GO:0048660 regulation of smooth muscle cell proliferation 19/663 178/22853 0.0000011 0.0001347 0.0001081 Cnn1/Htr1b/Tgfb3/Tpm1/Rhoa/Shc1/Pdgfd/Gnai3/Vip/Ptgs2/Adamts1/Hmgcr/Ilk/Sf1/Zfp143/Nppb/Pak1/Ccn4/Ereg 19
GO:0048588 GO:0048588 developmental cell growth 24/663 275/22853 0.0000018 0.0001921 0.0001542 Map2k4/Slc25a4/Vcl/Picalm/Actr3/Rpl4/Pdlim5/Srf/Ndel1/Tomm70a/Septin7/Nrp1/Ntrk3/Ilk/Ctdp1/Flrt3/Hnrnpk/Hsp90ab1/Pak1/Fgf13/Ccn4/Rgs2/Cobl/Tnfrsf12a 24
GO:0010720 GO:0010720 positive regulation of cell development 29/663 377/22853 0.0000021 0.0002137 0.0001715 Cyp51/Hdac1/Picalm/Actr3/Flna/Actr2/Rpl4/Lims1/Hdac2/Srf/Dnm1l/Golga2/Ndel1/Nrp1/Ntrk3/Myadm/Ilk/Map2k1/Tgm2/Pak1/Calr/Akap11/Nptn/Lif/Map2k2/Dhx36/Nap1l1/Hes1/Tnfrsf12a 29
GO:0030307 GO:0030307 positive regulation of cell growth 20/663 206/22853 0.0000026 0.0002593 0.0002081 Adnp2/Slc25a4/Rhoa/Picalm/Tgfbr1/Rpl4/Srf/Ndel1/Nrp1/Ntrk3/Ilk/Hnrnpk/Pak1/Ddx3x/Ccn4/Usp47/Derl2/H3f3a/Sphk1/Tnfrsf12a 20
GO:0072594 GO:0072594 establishment of protein localization to organelle 30/663 415/22853 0.0000049 0.0004220 0.0003387 Kpnb1/Ufm1/Ipo5/Tcp1/Nxt2/Hspa4/Flna/Cct6a/Tomm40/Ptgs2/Stat3/Cct5/Srp54c/Tomm70a/Vps37a/Rab10/Ddx5/Ssr3/Mapk1/Pmaip1/Tardbp/Hsp90ab1/Cct8/Hspa5/Calm3/Elavl1/Srp9/Cct3/Hk1/Nedd4 30
GO:0006936 GO:0006936 muscle contraction 25/663 312/22853 0.0000052 0.0004220 0.0003387 Cacna2d1/Tpm1/Rhoa/Flna/Shc1/Tpm2/Srf/Ptgs2/Aldoa/Acta2/Myl6/Rock2/Tpm4/Map2k1/Ccn2/Npy1r/Calm3/Fgf13/Rgs2/Eno1/F2r/Htr2a/Dmd/Sphk1/Atp2b1 25
GO:0071692 GO:0071692 protein localization to extracellular region 29/663 402/22853 0.0000074 0.0005098 0.0004091 Oga/Tgfb3/Ppp3cb/Ppia/Cyp51/Tmed10/Dnm1l/Pfkl/Fbn1/Fbn2/Klf7/Hmgn3/Kif5b/Vps35/Hmgcr/Rab10/Arf6/Sec24a/Copg1/Tardbp/Tmem167/Malrd1/Pfkfb2/Glrx/Arf1/Midn/F2r/Oxct1/Frmd4a 29
GO:0045933 GO:0045933 positive regulation of muscle contraction 9/663 51/22853 0.0000141 0.0008365 0.0006714 Rhoa/Srf/Ptgs2/Map2k1/Ccn2/Rgs2/Eno1/F2r/Sphk1 9
GO:0009100 GO:0009100 glycoprotein metabolic process 25/663 331/22853 0.0000144 0.0008410 0.0006750 Oga/Rab1a/Ostc/Chst12/Rxylt1/Gmppb/Pmm2/Ddost/Stt3a/Bpnt2/Magt1/Tmem258/Alg14/Itm2a/Adamts12/Pgm3/Fam20b/Gxylt1/Ganab/Eogt/Alg10b/Mgat2/Rpn2/Dsel/Hs6st2 25
GO:0032386 GO:0032386 regulation of intracellular transport 25/663 334/22853 0.0000167 0.0009208 0.0007391 Ufm1/Ipo5/Nsun2/Actr3/Flna/Scfd1/Ptgs2/Ndel1/Kif5b/Tcaf2/Snx12/Mapk1/Hras/Pmaip1/Tardbp/Map2k1/Yipf5/Hsp90ab1/Pak1/Derl2/Arf1/Map2k2/Emd/Nedd4/Pdcd10 25
GO:0034976 GO:0034976 response to endoplasmic reticulum stress 21/663 255/22853 0.0000193 0.0010102 0.0008108 Ufm1/Vcp/Selenos/Dnajc3/Rnft1/Usp14/Canx/Manf/Tmem259/Pmaip1/Tmed2/Calr/Hspa5/Ddx3x/Gorasp2/Creb3l2/Derl2/Derl1/Pdia3/Sec16a/Bak1 21
GO:0042176 GO:0042176 regulation of protein catabolic process 27/663 390/22853 0.0000312 0.0014830 0.0011903 Cyp51/Vcp/Psmd1/Flna/Rnft1/Vip/Psmd14/Pdcl3/Vps35/Usp14/Hmgcr/Snx12/Ecscr/Psmd2/Rack1/Usp5/Tmem259/Arih1/Ddb1/Azin1/Hsp90ab1/Trib2/Dda1/Map1a/Psmd3/Wwp1/Nedd4 27
GO:0003301 GO:0003301 physiological cardiac muscle hypertrophy 8/663 45/22853 0.0000402 0.0016663 0.0013374 Map2k4/Slc25a4/Pdlim5/Tomm70a/Ctdp1/Pak1/Ccn4/Rgs2 8
GO:0061049 GO:0061049 cell growth involved in cardiac muscle cell development 8/663 45/22853 0.0000402 0.0016663 0.0013374 Map2k4/Slc25a4/Pdlim5/Tomm70a/Ctdp1/Pak1/Ccn4/Rgs2 8
GO:0035150 GO:0035150 regulation of tube size 16/663 172/22853 0.0000435 0.0017418 0.0013980 Htr1b/Rhoa/Shc1/Ptgs2/Adm/Hmgcr/Acta2/Manf/Sod3/Rock2/Map2k1/Npy1r/Rgs2/F2r/Htr2a/Atp2b1 16
GO:0019693 GO:0019693 ribose phosphate metabolic process 26/663 376/22853 0.0000444 0.0017613 0.0014136 Cs/Atp5pb/Pgk1/Rhoa/Vcp/Gnai3/Stat3/Pfkl/Acat1/Ctps/Prps1/Gapdh/Hmgcr/Slc25a13/Aldoa/Pdha1/Map2k1/Nppb/Pfkfb2/Eno1/Pdk1/Efl1/Htr2a/Hk1/Rhoq/Prxl2c 26
GO:0006520 GO:0006520 cellular amino acid metabolic process 20/663 255/22853 0.0000601 0.0021602 0.0017338 Psat1/Gcsh/Tarsl2/Lars/Oat/Acat1/Ctps/Qars/Got1/Aars/Apip/Azin1/Eprs/Nars/Plod2/Yars/Cth/Pycr1/Bcat2/Hsd17b10 20
GO:0003018 GO:0003018 vascular process in circulatory system 19/663 235/22853 0.0000608 0.0021669 0.0017392 Htr1b/Rhoa/Shc1/Ptgs2/Abcg2/Adm/Hmgcr/Acta2/Manf/Sod3/Rock2/Map2k1/Nppb/Npy1r/Rgs2/F2r/Htr2a/Slc2a1/Atp2b1 19
GO:0072521 GO:0072521 purine-containing compound metabolic process 26/663 392/22853 0.0000882 0.0029049 0.0023316 Oga/Cs/Atp5pb/Pgk1/Rhoa/Vcp/Gnai3/Stat3/Pfkl/Acat1/Prps1/Gapdh/Hmgcr/Slc25a13/Aldoa/Pdha1/Map2k1/Nppb/Pfkfb2/Eno1/Pdk1/Efl1/Htr2a/Hk1/Rhoq/Prxl2c 26
GO:0071560 GO:0071560 cellular response to transforming growth factor beta stimulus 18/663 227/22853 0.0001205 0.0036433 0.0029242 Tgfb3/Actr3/Tgfbr1/Spred3/Pdgfd/Stat3/Fbn1/Aspn/Fbn2/Spry1/Got1/Hsp90ab1/Cav2/Hspa5/Tgfb1i1/Col1a2/Scx/Ptprk 18
GO:0060485 GO:0060485 mesenchyme development 21/663 292/22853 0.0001365 0.0039423 0.0031642 Tgfb3/Tgfbr1/Flna/Spred3/Hdac2/Spry1/Nrp1/Ddx5/Rflnb/Phactr4/Mapk1/Hnrnpab/Rock2/Meox1/Snai2/Tgfb1i1/Scx/Usf3/Nedd4/Hes1/Fam172a 21
GO:0006486 GO:0006486 protein glycosylation 16/663 190/22853 0.0001420 0.0039885 0.0032012 Oga/Ostc/Rxylt1/Gmppb/Pmm2/Ddost/Stt3a/Magt1/Tmem258/Alg14/Pgm3/Gxylt1/Eogt/Alg10b/Mgat2/Rpn2 16
GO:0050821 GO:0050821 protein stabilization 16/663 190/22853 0.0001420 0.0039885 0.0032012 Tcp1/Npm1/Flna/Cct6a/Atf7ip/Cct5/Pdcl3/Naa15/Gapdh/Hsp90ab1/Cct8/Calr/Zfp207/Cct3/Sec16a/Pdcd10 16
GO:0045773 GO:0045773 positive regulation of axon extension 8/663 54/22853 0.0001541 0.0042885 0.0034421 Rpl4/Srf/Ndel1/Nrp1/Ntrk3/Ilk/Pak1/Tnfrsf12a 8
GO:0006753 GO:0006753 nucleoside phosphate metabolic process 28/663 455/22853 0.0001711 0.0046492 0.0037315 Oga/Cs/Atp5pb/Pgk1/Rhoa/Vcp/Gnai3/Stat3/Pfkl/Acat1/Ctps/Prps1/Gapdh/Hmgcr/Slc25a13/Aldoa/Mapk1/Pdha1/Map2k1/Nppb/Pfkfb2/Eno1/Pdk1/Efl1/Htr2a/Hk1/Rhoq/Prxl2c 28
GO:0045927 GO:0045927 positive regulation of growth 22/663 320/22853 0.0001820 0.0049159 0.0039456 Adnp2/Slc25a4/Rhoa/Picalm/Tgfbr1/Rpl4/Srf/Ndel1/Nrp1/Ntrk3/Mapk1/Ilk/Sh3pxd2b/Hnrnpk/Pak1/Ddx3x/Ccn4/Usp47/Derl2/H3f3a/Sphk1/Tnfrsf12a 22
GO:0006096 GO:0006096 glycolytic process 10/663 91/22853 0.0003065 0.0073241 0.0058785 Pgk1/Stat3/Pfkl/Gapdh/Aldoa/Pfkfb2/Eno1/Htr2a/Hk1/Prxl2c 10
GO:0060996 GO:0060996 dendritic spine development 12/663 128/22853 0.0003565 0.0081062 0.0065062 Actr3/Actr2/Hdac2/Pdlim5/Dnm1l/Septin7/Arf6/Hnrnpk/Pak1/Sdk1/Arf1/Dhx36 12
GO:0060324 GO:0060324 face development 8/663 61/22853 0.0003651 0.0082086 0.0065884 Tgfb3/Rras/Srf/Schip1/Mapk1/Map2k1/Scx/Map2k2 8
GO:0010639 GO:0010639 negative regulation of organelle organization 23/663 363/22853 0.0004231 0.0091951 0.0073802 Slc25a5/Tmsb4x/Tpm1/Rps6ka2/Npm1/Scfd1/Lima1/Dnm1l/Mid1ip1/Map4/Mid1/Swap70/Tfrc/Myadm/Gnl3l/Flii/Fgf13/Zfp207/Map1a/Higd1a/Tom1l1/Lif/H3f3a 23
GO:0032331 GO:0032331 negative regulation of chondrocyte differentiation 5/663 24/22853 0.0005441 0.0110869 0.0088986 Tgfbr1/Rflnb/Adamts12/Snai2/Ccn4 5
GO:0060560 GO:0060560 developmental growth involved in morphogenesis 19/663 280/22853 0.0005743 0.0115608 0.0092789 Vcl/Picalm/Actr3/Rpl4/Srf/Ndel1/Spry1/Septin7/Nrp1/Ntrk3/Ilk/Flrt3/Hnrnpk/Hsp90ab1/Pak1/Tnc/Fgf13/Cobl/Tnfrsf12a 19
GO:0009896 GO:0009896 positive regulation of catabolic process 28/663 494/22853 0.0006373 0.0126472 0.0101509 Slc25a5/Slc25a4/Vcp/Gnai3/Rnft1/Vip/Trp53inp2/Vps35/Ecscr/Rack1/Usp5/Tmem259/Polr2g/Nnt/Rock2/Arih1/Tardbp/Map2k1/Ddb1/Trib2/Dda1/Trim12c/Cnot6/Wwp1/Htr2a/Dhx36/Nedd4/Prxl2c 28
GO:0007339 GO:0007339 binding of sperm to zona pellucida 7/663 52/22853 0.0007213 0.0138858 0.0111451 Tcp1/Cct6a/Vdac2/Cct5/Aldoa/Cct8/Cct3 7
GO:0051645 GO:0051645 Golgi localization 4/663 15/22853 0.0007424 0.0138858 0.0111451 Golga2/Copg1/Hook3/Pdcd10 4
GO:1903522 GO:1903522 regulation of blood circulation 18/663 264/22853 0.0007505 0.0139325 0.0111825 Cacna2d1/Tpm1/Rhoa/Flna/Shc1/Ptgs2/Adm/Hmgcr/Map2k1/Ccn2/Npy1r/Calm3/Fgf13/Rgs2/F2r/Htr2a/Dmd/Atp2b1 18
GO:0010811 GO:0010811 positive regulation of cell-substrate adhesion 12/663 139/22853 0.0007510 0.0139325 0.0111825 Rras/Hsd17b12/Flna/Hacd1/Lims1/Nrp1/Itga5/Myadm/Ilk/Rsu1/Calr/Dmd 12
GO:0030968 GO:0030968 endoplasmic reticulum unfolded protein response 8/663 68/22853 0.0007676 0.0140125 0.0112467 Selenos/Dnajc3/Tmed2/Hspa5/Creb3l2/Derl2/Derl1/Bak1 8
GO:0060425 GO:0060425 lung morphogenesis 8/663 68/22853 0.0007676 0.0140125 0.0112467 Srf/Spry1/Mapk1/Map2k1/Tnc/Kras/Lif/Map2k2 8
GO:0016052 GO:0016052 carbohydrate catabolic process 12/663 140/22853 0.0008002 0.0143111 0.0114864 Stbd1/Pgk1/Stat3/Pfkl/Gapdh/Aldoa/Ldha/Pfkfb2/Eno1/Htr2a/Hk1/Prxl2c 12
GO:0045981 GO:0045981 positive regulation of nucleotide metabolic process 6/663 39/22853 0.0008409 0.0144704 0.0116142 Vcp/Stat3/Map2k1/Eno1/Htr2a/Prxl2c 6
GO:0030239 GO:0030239 myofibril assembly 8/663 69/22853 0.0008465 0.0144704 0.0116142 Ldb3/Actg1/Cfl2/Tpm1/Hdac2/Srf/Wdr1/Flii 8
GO:0051881 GO:0051881 regulation of mitochondrial membrane potential 9/663 86/22853 0.0008679 0.0145632 0.0116887 Oga/Vcp/Clic1/Rack1/Got1/Nnt/Pmaip1/Pycr1/Bak1 9
GO:0099173 GO:0099173 postsynapse organization 15/663 203/22853 0.0009008 0.0147920 0.0118724 Actr3/Actr2/Pdlim5/Dnm1l/Vps35/Septin7/Nrp1/Ntrk3/Arf6/Rock2/Hnrnpk/Grid2/Arf1/Il1rap/Dhx36 15
GO:1903532 GO:1903532 positive regulation of secretion by cell 22/663 360/22853 0.0009010 0.0147920 0.0118724 Oga/Tgfb3/Ppp3cb/Ppia/Rab5a/Tmed10/Vip/Dnm1l/Kif5b/Vps35/Arf6/Sec24a/Vps4b/Tardbp/Malrd1/Pfkfb2/Glrx/Arf1/Lif/Oxct1/Frmd4a/Sphk1 22
GO:0060537 GO:0060537 muscle tissue development 27/663 482/22853 0.0009413 0.0152340 0.0122271 Cfl2/Map2k4/Tpm1/Slc25a4/Rhoa/Tgfbr1/Hdac2/Pdlim5/Srf/Schip1/Tomm70a/Hmgcr/Myl6/Ddx5/Mapk1/Ctdp1/Adamts9/Maff/Cav2/Pak1/Ccn4/Rgs2/Scx/Meg3/Emd/Dmd/Foxn2 27
GO:1903580 GO:1903580 positive regulation of ATP metabolic process 6/663 40/22853 0.0009653 0.0152748 0.0122598 Vcp/Stat3/Map2k1/Eno1/Htr2a/Prxl2c 6
GO:0000054 GO:0000054 ribosomal subunit export from nucleus 4/663 16/22853 0.0009672 0.0152748 0.0122598 Abce1/Npm1/Ltv1/Nmd3 4
GO:0033750 GO:0033750 ribosome localization 4/663 16/22853 0.0009672 0.0152748 0.0122598 Abce1/Npm1/Ltv1/Nmd3 4
GO:0071869 GO:0071869 response to catecholamine 8/663 71/22853 0.0010240 0.0157895 0.0126730 Htr1b/Flna/Gnai3/Vps35/Mapk1/Tgm2/Cav2/Htr2a 8
GO:0048678 GO:0048678 response to axon injury 8/663 72/22853 0.0011233 0.0168090 0.0134912 Dpysl3/Flna/Ndel1/Ntrk3/Map2k1/Flrt3/Tnc/Map2k2 8
GO:1901215 GO:1901215 negative regulation of neuron death 17/663 254/22853 0.0012728 0.0182869 0.0146775 Tgfb3/Map2k4/Npm1/Rhoa/Inpp5a/Stat3/Vps35/Nrp1/Rack1/Tmem259/Ilk/Hras/Aars/Hsp90ab1/Cpeb4/F2r/Kras 17
GO:0035987 GO:0035987 endodermal cell differentiation 5/663 29/22853 0.0013489 0.0190008 0.0152504 Col5a2/Col12a1/Itga5/Inhba/Leo1 5
GO:0045765 GO:0045765 regulation of angiogenesis 19/663 302/22853 0.0014071 0.0194011 0.0155718 Pgk1/Rras/Shc1/Stat3/Pdcl3/Jcad/Adamts1/Sh2b3/Adm/Nrp1/Cd59a/Itga5/Ecscr/F3/Rock2/Adamts9/Lif/Sphk1/Tnfrsf12a 19
GO:1903034 GO:1903034 regulation of response to wounding 13/663 170/22853 0.0014221 0.0194085 0.0155776 Actg1/Flna/Ndel1/Sh2b3/Hmgcr/Acta2/Ntrk3/Hras/Map2k1/Ccn4/F2r/Map2k2/Tnfrsf12a 13
GO:0071478 GO:0071478 cellular response to radiation 13/663 172/22853 0.0015800 0.0209629 0.0168253 Npm1/Eef1d/Tnks1bp1/Rnf4/Elk1/Hras/Ddb1/Snai2/Usp47/Bak1/Dhx36/Nedd4/Ptprk 13
GO:0050807 GO:0050807 regulation of synapse organization 17/663 263/22853 0.0018469 0.0238112 0.0191114 Rhoa/Vcp/Picalm/Actr3/Actr2/Pdlim5/Dnm1l/Vps35/Ntrk3/Arf6/Flrt3/Hnrnpk/Grid2/Lrrn3/Il1rap/Dhx36/Nedd4 17
GO:0032965 GO:0032965 regulation of collagen biosynthetic process 6/663 46/22853 0.0020341 0.0259313 0.0208130 Tgfb3/Got1/Ccn2/Rap1a/Scx/F2r 6
GO:0022604 GO:0022604 regulation of cell morphogenesis 20/663 337/22853 0.0021320 0.0268799 0.0215744 Tpm1/Rhoa/Picalm/Actr3/Flna/Actr2/Lims1/Dnm1l/Rnd3/Aldoa/Nrp1/Wdr1/Myadm/Pakap/Ilk/Hnrnpk/Calr/Rhobtb3/Rhoq/Dhx36 20
GO:0014812 GO:0014812 muscle cell migration 10/663 117/22853 0.0021773 0.0272247 0.0218511 Arpc5/Tmsb4x/Tpm1/Rhoa/Pdgfd/Adamts1/F3/Ilk/Pak1/Ccn4 10
GO:0090270 GO:0090270 regulation of fibroblast growth factor production 3/663 10/22853 0.0025043 0.0300056 0.0240831 Ptgs2/Cd59a/Rock2 3
GO:0050805 GO:0050805 negative regulation of synaptic transmission 8/663 83/22853 0.0028056 0.0323460 0.0259615 Htr1b/Srf/Ptgs2/Rap1a/Rap1b/Grid2/Arf1/Htr2a 8
GO:0043555 GO:0043555 regulation of translation in response to stress 4/663 21/22853 0.0028349 0.0323460 0.0259615 Npm1/Dnajc3/Tmed2/Ddx3x 4
GO:0090162 GO:0090162 establishment of epithelial cell polarity 5/663 35/22853 0.0031961 0.0356258 0.0285940 Rhoa/Arf6/Cyth3/Frmd4a/Hes1 5
GO:0010001 GO:0010001 glial cell differentiation 16/663 254/22853 0.0032004 0.0356258 0.0285940 Rhoa/Hdac1/Arhgef10/Actr3/Hdac2/Stat3/Wdr1/Ntrk3/Mapk1/Ilk/Map2k1/Prx/Kras/Lif/Dmd/Hes1 16
GO:1903427 GO:1903427 negative regulation of reactive oxygen species biosynthetic process 4/663 22/22853 0.0033863 0.0365424 0.0293297 Rhoa/Stat3/Eef1a1/Abcb7 4
GO:0062013 GO:0062013 positive regulation of small molecule metabolic process 12/663 166/22853 0.0033957 0.0365424 0.0293297 Srebf2/Vcp/Mid1ip1/Ptgs2/Stat3/Lpgat1/Pmaip1/Map2k1/Ddb1/Eno1/Htr2a/Prxl2c 12
GO:1902850 GO:1902850 microtubule cytoskeleton organization involved in mitosis 11/663 146/22853 0.0036059 0.0380077 0.0305057 Kpnb1/Rhoa/Vcp/Arhgef10/Flna/Golga2/Ndel1/Spry1/Map4/Vps4b/Zfp207 11
GO:0010563 GO:0010563 negative regulation of phosphorus metabolic process 24/663 454/22853 0.0037063 0.0387079 0.0310677 Ppia/Npm1/Hspa4/Dnajc3/Stat3/Spry1/Sh2b3/Qars/Hmgcr/Swap70/Ntrk3/Myadm/Ctdsp2/Rack1/Ilk/Nnt/Rock2/Tardbp/Tmed2/Rgs2/Midn/Stk39/Bak1/Dmd 24
GO:0030728 GO:0030728 ovulation 4/663 23/22853 0.0040063 0.0407228 0.0326850 Ptgs2/Adamts1/Inhba/Ereg 4
GO:1903800 GO:1903800 positive regulation of production of miRNAs involved in gene silencing by miRNA 3/663 12/22853 0.0043967 0.0425136 0.0341223 Ddx5/Map2k1/Map2k2 3
GO:0019439 GO:0019439 aromatic compound catabolic process 23/663 435/22853 0.0044290 0.0427361 0.0343008 Npm1/Vcp/Nsun2/Dis3/Acat1/Xrn2/Eif3e/Syncrip/Snd1/Ddx5/Polr2g/Rock2/Tardbp/Lsm4/Aldh1l2/Mrto4/Elavl1/Etf1/Pon2/Cnot6/Pdxp/Cnot11/Dhx36 23
GO:0034446 GO:0034446 substrate adhesion-dependent cell spreading 9/663 109/22853 0.0044817 0.0429636 0.0344834 Rhoa/Rab1a/Flna/Lims1/Nrp1/Myadm/Ilk/Calr/Atrnl1 9
GO:0098656 GO:0098656 anion transmembrane transport 13/663 194/22853 0.0044903 0.0429636 0.0344834 Slc7a5/Slc26a2/Grk6/Slc25a5/Slc25a4/Vdac2/Tcaf2/Slc35b1/Slc25a13/Rgs2/Slc7a1/Hk1/Slc3a2 13
GO:0044270 GO:0044270 cellular nitrogen compound catabolic process 22/663 412/22853 0.0047370 0.0446908 0.0358697 Npm1/Vcp/Nsun2/Dis3/Acat1/Xrn2/Eif3e/Syncrip/Snd1/Ddx5/Polr2g/Rock2/Tardbp/Lsm4/Aldh1l2/Mrto4/Elavl1/Etf1/Cnot6/Pdxp/Cnot11/Dhx36 22
GO:0002183 GO:0002183 cytoplasmic translational initiation 4/663 25/22853 0.0054672 0.0492154 0.0395012 Eif2s2/Eif4a1/Eif4b/Eif3a 4
GO:1902683 GO:1902683 regulation of receptor localization to synapse 4/663 25/22853 0.0054672 0.0492154 0.0395012 Hras/Map2k1/Rap1a/Nptn 4
GO:0048538 GO:0048538 thymus development 6/663 56/22853 0.0055274 0.0493678 0.0396236 Tgfbr1/Srf/Mapk1/Map2k1/Map2k2/Hes1 6
GO:0051653 GO:0051653 spindle localization 6/663 56/22853 0.0055274 0.0493678 0.0396236 Kpnb1/Actr3/Actr2/Ndel1/Spry1/Map4 6
GO:0010611 GO:0010611 regulation of cardiac muscle hypertrophy 7/663 74/22853 0.0056182 0.0495011 0.0397306 Slc25a4/Tomm70a/Rock2/Ctdp1/Pak1/Ccn4/Rgs2 7
4d auxin on AID-Ogt cells - CC down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0022626 GO:0022626 cytosolic ribosome 27/669 110/22838 0.0000000 0.0000000 0.0000000 Rpl7/Rps23/Rpl6/Rpl3/Rps16/Rpl4/Rps9/Rpl8/Rpl15/Rpsa/Rps24/Rpl14/Rps4x/Rplp0/Rps10/Rpl7a/Rps3a1/Rplp1/Rpl9/Rps19/Rpl22/Rpl18/Ddx3x/Rplp2/Rpl13/Rps5/Rpl24 27
GO:0043292 GO:0043292 contractile fiber 28/669 235/22838 0.0000000 0.0000000 0.0000000 Rpl7/Myl9/Ldb3/Actg1/Lman1/Palld/Ppp3cb/Cfl2/Tpm1/Rpl6/Vcl/Flna/Rpl4/Rpl15/Pdlim5/Tpm2/Fhl3/Aldoa/Acta2/Ilk/Trpc1/Pak1/Calm3/Sync/Arf1/Pdlim7/Slc2a1/Dmd 28
GO:0030016 GO:0030016 myofibril 27/669 222/22838 0.0000000 0.0000000 0.0000000 Rpl7/Myl9/Ldb3/Actg1/Lman1/Palld/Ppp3cb/Cfl2/Tpm1/Rpl6/Vcl/Flna/Rpl4/Rpl15/Pdlim5/Tpm2/Fhl3/Aldoa/Ilk/Trpc1/Pak1/Calm3/Sync/Arf1/Pdlim7/Slc2a1/Dmd 27
GO:0030135 GO:0030135 coated vesicle 23/669 199/22838 0.0000000 0.0000010 0.0000008 Copb2/Lman1/Sec24d/Picalm/Copz1/Tmed10/Golga2/Sec23a/Vti1b/Kdelr2/Sec24a/Copg1/Copz2/Yipf5/Sec31a/Tmed9/Tmed2/Yif1b/Tmed7/Clint1/Arf1/Copb1/Sec16a 23
GO:0001725 GO:0001725 stress fiber 15/669 88/22838 0.0000000 0.0000013 0.0000010 Myl9/Ldb3/Palld/Tpm1/Vcl/Pdlim5/Lima1/Fhl3/Septin7/Acta2/Ilk/Lpp/Tpm4/Daam1/Pdlim7 15
GO:0140534 GO:0140534 endoplasmic reticulum protein-containing complex 18/669 128/22838 0.0000000 0.0000013 0.0000010 Srebf2/Vcp/Ostc/Selenos/Hsd17b12/Emc2/Ddost/Stt3a/Magt1/Tmem258/Alg14/Calr/Hspa5/Ganab/Derl2/Rpn2/Derl1/Pdia3 18
GO:0030055 GO:0030055 cell-substrate junction 21/669 180/22838 0.0000001 0.0000025 0.0000020 Palld/Vcl/Actr3/Lims1/Lima1/Nrp1/Itga5/Mapk1/Ilk/Lpp/Rsu1/Map2k1/Cpne3/Flrt3/Cav2/Pak1/Tln1/Tgfb1i1/Pdlim7/Map2k2/Dmd 21
GO:0001726 GO:0001726 ruffle 18/669 153/22838 0.0000006 0.0000127 0.0000098 Tpm1/Rhoa/Actr3/Rab5a/Lima1/Jcad/Eef1a1/Itga5/Arf6/Myadm/Cyth3/Pak1/Cobl/Pdxp/Tln1/Pdlim7/Myo9b/Tnfrsf12a 18
GO:0005938 GO:0005938 cell cortex 26/669 305/22838 0.0000013 0.0000245 0.0000189 Rhoa/Flna/Actr2/Exoc6/Rnd3/Eef1a1/Ncl/Septin7/Wdr1/Dstn/Arf6/Myadm/Tpm4/Map2k1/Ccn2/Hnrnpk/Eno1/Cobl/Rhobtb3/Crip2/Slc2a1/Map2k2/Myo9b/Emd/Nedd4/Dmd 26
GO:0030120 GO:0030120 vesicle coat 10/669 54/22838 0.0000033 0.0000600 0.0000463 Copb2/Sec24d/Copz1/Sec23a/Sec24a/Copg1/Copz2/Sec31a/Clint1/Copb1 10
GO:0005832 GO:0005832 chaperonin-containing T-complex 5/669 10/22838 0.0000047 0.0000817 0.0000630 Tcp1/Cct6a/Cct5/Cct8/Cct3 5
GO:0014069 GO:0014069 postsynaptic density 22/669 328/22838 0.0002939 0.0029789 0.0022987 Rpl7/Cnn3/Rpl6/Picalm/Actr2/Rpl8/Pdlim5/Rpl14/Rplp0/Vps35/Map4/Flrt3/Hnrnpk/Rps19/Cpeb4/Pak1/Grid2/Plppr4/Map1a/Nptn/Eif3a/Dmd 22
GO:0005838 GO:0005838 proteasome regulatory particle 5/669 23/22838 0.0004612 0.0044986 0.0034714 Psmd1/Psmd14/Psmd2/Psmd7/Psmd3 5
GO:0046930 GO:0046930 pore complex 5/669 26/22838 0.0008384 0.0071058 0.0054833 Slc25a5/Slc25a4/Tomm40/Vdac2/Bak1 5
GO:0098984 GO:0098984 neuron to neuron synapse 22/669 359/22838 0.0009842 0.0079752 0.0061541 Rpl7/Cnn3/Rpl6/Picalm/Actr2/Rpl8/Pdlim5/Rpl14/Rplp0/Vps35/Map4/Flrt3/Hnrnpk/Rps19/Cpeb4/Pak1/Grid2/Plppr4/Map1a/Nptn/Eif3a/Dmd 22
GO:1905369 GO:1905369 endopeptidase complex 8/669 70/22838 0.0009916 0.0079752 0.0061541 Vcp/Psmd1/Psma2/Psmd14/Usp14/Psmd2/Psmd7/Psmd3 8
GO:0005852 GO:0005852 eukaryotic translation initiation factor 3 complex 4/669 16/22838 0.0010027 0.0079752 0.0061541 Eif3e/Ddx3x/Eif3j2/Eif3a 4
GO:0045121 GO:0045121 membrane raft 23/669 393/22838 0.0014050 0.0105276 0.0081237 Slc25a5/Pgk1/Slc25a4/Vcl/Tgfbr1/Rab5a/Gnai3/Ptgs2/Vdac2/Abcg2/Myadm/Mapk1/Trpc1/Cav2/F2r/Kras/Slc2a1/Hk1/Rhoq/Nedd4/Dmd/Bcl10/Atp2b1 23
GO:0098562 GO:0098562 cytoplasmic side of membrane 14/669 194/22838 0.0018031 0.0127702 0.0098543 Esyt1/Rhoa/Litaf/Gnb2/Rab5a/Gnai3/Cyth3/Cav2/Rgs2/Rnf31/Kras/Map2k2/Aspscr1/Atp2b1 14
GO:0031616 GO:0031616 spindle pole centrosome 4/669 20/22838 0.0024321 0.0159167 0.0122822 Npm1/Spout1/Rock2/Emd 4
GO:0031968 GO:0031968 organelle outer membrane 14/669 205/22838 0.0029940 0.0184273 0.0142196 Slc25a4/Cyb5b/Tomm40/Dnm1l/Ptgs2/Vdac2/Tomm70a/Ntrk3/Itprip/Hk1/Emd/Bak1/Dmd/Armcx3 14
GO:0031414 GO:0031414 N-terminal protein acetyltransferase complex 3/669 11/22838 0.0034630 0.0198930 0.0153506 Naa15/Naa25/Txnl4a 3
GO:0044295 GO:0044295 axonal growth cone 5/669 42/22838 0.0073828 0.0385545 0.0297509 Flna/Kif5b/Flrt3/Hsp90ab1/Cobl 5
4d auxin on AID-Ogt cells - MF down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0003779 GO:0003779 actin binding 37/655 444/22360 0.0000000 0.0000024 0.0000021 Cnn1/Ldb3/Cnn3/Arpc5/Palld/Tmsb4x/Cfl2/Tpm1/Vcl/Actr3/Flna/Actr2/Msrb1/Pdlim5/Tpm2/Lima1/Fhl3/Tagln/Coro6/Wdr1/Dstn/Phactr4/Flii/Arpc4/Ppp1r18/Tpm4/Pls3/Cobl/Map1a/Tln1/Iqgap2/Daam1/Pdlim7/Myo9b/Sntb2/Emd/Dmd 37
GO:0090079 GO:0090079 translation regulator activity, nucleic acid binding 16/655 101/22360 0.0000000 0.0000041 0.0000035 Eef1g/Eif5a2/Eef1d/Paip2b/Eif2s2/Eif4a1/Eef1a1/Eif3e/Eif4b/Eif1a/Cpeb4/Etf1/Efl1/Eif4e/Eif3a/Eif1ax 16
GO:0019003 GO:0019003 GDP binding 13/655 79/22360 0.0000005 0.0000313 0.0000267 Rras/Rhoa/Rab5a/Gnai3/Srp54c/Rab10/Arf6/Hras/Rap1a/Rap1b/Arf1/Rab18/Kras 13
GO:0051020 GO:0051020 GTPase binding 23/655 313/22360 0.0000554 0.0020526 0.0017524 Kpnb1/Rabggtb/Ipo5/Vcl/Ankfy1/Gnb2/Picalm/Flna/Tnfaip1/Dnm1l/Chml/Gdi2/Rock2/Map2k1/Rap1a/Pak1/Eprs/Eno1/Rhobtb3/Iqgap2/Daam1/Myo9b/Xpot 23
GO:0004812 GO:0004812 aminoacyl-tRNA ligase activity 7/655 41/22360 0.0001693 0.0043271 0.0036943 Tarsl2/Lars/Qars/Aars/Eprs/Nars/Yars 7
GO:0016671 GO:0016671 oxidoreductase activity, acting on a sulfur group of donors, disulfide as acceptor 4/655 11/22360 0.0002043 0.0048594 0.0041487 Msrb1/Glrx/Msrb3/Pdia3 4
GO:0008483 GO:0008483 transaminase activity 5/655 24/22360 0.0005685 0.0120352 0.0102751 Psat1/Oat/Got1/Tgm2/Bcat2 5
GO:0043022 GO:0043022 ribosome binding 8/655 69/22360 0.0009006 0.0175612 0.0149929 Eif5a2/Rpsa/Naa15/Rack1/Cpeb4/Hspa5/Rpn2/Efl1 8
GO:0019887 GO:0019887 protein kinase regulator activity 14/655 198/22360 0.0021774 0.0366688 0.0313062 Npm1/Dnajc3/Qars/Rack1/Map2k1/Rplp1/Itprip/Hsp90ab1/Ddx3x/Trib2/Fgf13/Tom1l1/Map2k2/Mob1a 14
4d auxin on ctrl cells - BP down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0016125 GO:0016125 sterol metabolic process 11/108 153/22853 0.0000000 0.0000001 0.0000001 Ldlr/Lss/Dhcr24/Nsdhl/Insig1/Hsd17b7/Hmgcs1/Sqle/Fdps/Fdft1/Lbr 11
GO:1902652 GO:1902652 secondary alcohol metabolic process 11/108 156/22853 0.0000000 0.0000001 0.0000001 Ldlr/Lss/Dhcr24/Nsdhl/Insig1/Hsd17b7/Hmgcs1/Sqle/Fdps/Fdft1/Lbr 11
GO:1901617 GO:1901617 organic hydroxy compound biosynthetic process 11/108 231/22853 0.0000000 0.0000029 0.0000024 Lss/Dhcr24/Nsdhl/Insig1/Hsd17b7/Hmgcs1/Sqle/Stard4/Fdps/Fdft1/Lbr 11
GO:0050658 GO:0050658 RNA transport 8/108 148/22853 0.0000005 0.0000739 0.0000634 Srsf3/Hnrnpa1/Khdrbs1/Eny2/Ybx1/Ran/Tpr/Thoc3 8
GO:0008299 GO:0008299 isoprenoid biosynthetic process 5/108 35/22853 0.0000006 0.0000772 0.0000663 Lss/Idi1/Hmgcs1/Fdps/Fdft1 5
GO:0071426 GO:0071426 ribonucleoprotein complex export from nucleus 5/108 80/22853 0.0000389 0.0032213 0.0027639 Srsf3/Eny2/Ran/Tpr/Thoc3 5
GO:0043062 GO:0043062 extracellular structure organization 8/108 311/22853 0.0001165 0.0067538 0.0057948 Serpinh1/Olfml2b/Fscn1/Col1a1/Fkbp10/Ptx3/Cav1/Col11a1 8
GO:0045229 GO:0045229 external encapsulating structure organization 8/108 312/22853 0.0001191 0.0067538 0.0057948 Serpinh1/Olfml2b/Fscn1/Col1a1/Fkbp10/Ptx3/Cav1/Col11a1 8
GO:0043489 GO:0043489 RNA stabilization 4/108 64/22853 0.0002410 0.0106125 0.0091057 Fus/Hnrnpa0/Ybx1/Hnrnpd 4
GO:0032507 GO:0032507 maintenance of protein location in cell 4/108 69/22853 0.0003220 0.0133151 0.0114245 Insig1/Pfn1/Cav1/Arl2bp 4
GO:0060491 GO:0060491 regulation of cell projection assembly 6/108 202/22853 0.0004010 0.0154704 0.0132738 Cdc42ep3/Fscn1/Pfn1/Anln/Cav1/Gap43 6
GO:0046824 GO:0046824 positive regulation of nucleocytoplasmic transport 4/108 74/22853 0.0004209 0.0154704 0.0132738 Khdrbs1/Xbp1/Ran/Tpr 4
GO:0070542 GO:0070542 response to fatty acid 3/108 33/22853 0.0005051 0.0179034 0.0153614 Ldlr/Scd2/Scd1 3
GO:0032970 GO:0032970 regulation of actin filament-based process 8/108 417/22853 0.0008260 0.0269700 0.0231407 Cdc42ep3/Fscn1/Pfn1/Ctnna2/Cav1/Epha3/Atp2a2/Svil 8
GO:0051169 GO:0051169 nuclear transport 7/108 326/22853 0.0009183 0.0289340 0.0248258 Srsf3/Khdrbs1/Eny2/Xbp1/Ran/Tpr/Thoc3 7
GO:0010873 GO:0010873 positive regulation of cholesterol esterification 2/108 10/22853 0.0009714 0.0296655 0.0254534 Stard4/Scd1 2
GO:0086064 GO:0086064 cell communication by electrical coupling involved in cardiac conduction 2/108 10/22853 0.0009714 0.0296655 0.0254534 Slc8a1/Cav1 2
GO:0009100 GO:0009100 glycoprotein metabolic process 7/108 331/22853 0.0010031 0.0301700 0.0258863 Edem1/Xylt1/Ptx3/B3gnt5/Chsy3/Dpagt1/Col11a1 7
GO:0006984 GO:0006984 ER-nucleus signaling pathway 3/108 43/22853 0.0011040 0.0327066 0.0280627 Ppp1r15b/Insig1/Atp2a2 3
GO:0043434 GO:0043434 response to peptide hormone 7/108 350/22853 0.0013833 0.0381367 0.0327219 Srsf3/Insig1/Srsf5/Ybx1/Cav1/Xbp1/Atp2a2 7
GO:0048705 GO:0048705 skeletal system morphogenesis 6/108 257/22853 0.0014031 0.0381540 0.0327367 Serpinh1/Anxa6/Insig1/Col1a1/Men1/Col11a1 6
GO:1900102 GO:1900102 negative regulation of endoplasmic reticulum unfolded protein response 2/108 13/22853 0.0016683 0.0415759 0.0356727 Xbp1/Pdia6 2
4d auxin on ctrl cells - CC down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0005643 GO:0005643 nuclear pore 4/109 67/22838 0.0002986 0.0486821 0.0423506 Eny2/Lbr/Ran/Tpr 4
GO:0031227 GO:0031227 intrinsic component of endoplasmic reticulum membrane 5/109 157/22838 0.0009472 0.0486821 0.0423506 Scd2/Insig1/Edem1/Scd1/Xbp1 5
GO:0005635 GO:0005635 nuclear envelope 8/109 423/22838 0.0009659 0.0486821 0.0423506 Eny2/Ybx1/Rrm1/Lbr/Epha3/Ran/Tubb5/Tpr 8
GO:0098643 GO:0098643 banded collagen fibril 2/109 11/22838 0.0012070 0.0486821 0.0423506 Col1a1/Col11a1 2
4d auxin on ctrl cells - MF down
ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count
GO:0016717 GO:0016717 oxidoreductase activity, acting on paired donors, with oxidation of a pair of donors resulting in the reduction of molecular oxygen to two molecules of water 2/104 14/22360 0.0018799 0.0371288 0.0315384 Scd2/Scd1 2
GO:0004659 GO:0004659 prenyltransferase activity 2/104 15/22360 0.0021626 0.0401987 0.0341462 Fdps/Fdft1 2
GO:0032934 GO:0032934 sterol binding 3/104 57/22360 0.0023834 0.0409810 0.0348107 Anxa6/Insig1/Stard4 3
GO:0046982 GO:0046982 protein heterodimerization activity 6/104 307/22360 0.0031430 0.0496600 0.0421829 Tubb2b/Tenm3/Nfyc/Cav1/Xbp1/Ran 6

4.4.3 MSigDb Set Enrichment Test

sessionInfo()
## R version 4.1.3 (2022-03-10)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 20.04.6 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.9.0
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.9.0
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=it_IT.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=it_IT.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=it_IT.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=it_IT.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats4    stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] msigdbr_7.5.1               org.Mm.eg.db_3.14.0        
##  [3] AnnotationDbi_1.56.2        clusterProfiler_4.2.2      
##  [5] GeneOverlap_1.30.0          EnhancedVolcano_1.12.0     
##  [7] ggrepel_0.9.2               tidytext_0.3.4             
##  [9] DOSE_3.20.1                 data.table_1.14.6          
## [11] gridExtra_2.3               gplots_3.1.3               
## [13] ggpubr_0.5.0                vsn_3.62.0                 
## [15] reshape2_1.4.4              ggplot2_3.4.0              
## [17] tximport_1.22.0             DESeq2_1.34.0              
## [19] SummarizedExperiment_1.24.0 Biobase_2.54.0             
## [21] MatrixGenerics_1.6.0        matrixStats_0.62.0         
## [23] GenomicRanges_1.46.1        GenomeInfoDb_1.30.1        
## [25] IRanges_2.28.0              S4Vectors_0.32.4           
## [27] BiocGenerics_0.40.0        
## 
## loaded via a namespace (and not attached):
##   [1] utf8_1.2.2             tidyselect_1.2.0       RSQLite_2.2.18        
##   [4] grid_4.1.3             BiocParallel_1.28.3    scatterpie_0.1.8      
##   [7] munsell_0.5.0          codetools_0.2-18       preprocessCore_1.56.0 
##  [10] withr_2.5.0            colorspace_2.0-3       GOSemSim_2.20.0       
##  [13] ggalt_0.4.0            knitr_1.40             rstudioapi_0.14       
##  [16] ggsignif_0.6.4         Rttf2pt1_1.3.11        GenomeInfoDbData_1.2.7
##  [19] polyclip_1.10-4        bit64_4.0.5            farver_2.1.1          
##  [22] downloader_0.4         vctrs_0.5.1            treeio_1.18.1         
##  [25] generics_0.1.3         xfun_0.35              R6_2.5.1              
##  [28] ggbeeswarm_0.6.0       graphlayouts_0.8.3     locfit_1.5-9.6        
##  [31] bitops_1.0-7           cachem_1.0.6           fgsea_1.20.0          
##  [34] gridGraphics_0.5-1     DelayedArray_0.20.0    assertthat_0.2.1      
##  [37] scales_1.2.1           ggraph_2.1.0           enrichplot_1.14.2     
##  [40] beeswarm_0.4.0         gtable_0.3.1           ash_1.0-15            
##  [43] affy_1.72.0            tidygraph_1.2.2        rlang_1.0.6           
##  [46] genefilter_1.76.0      splines_4.1.3          rstatix_0.7.1         
##  [49] extrafontdb_1.0        lazyeval_0.2.2         broom_1.0.1           
##  [52] BiocManager_1.30.22    yaml_2.3.6             abind_1.4-5           
##  [55] backports_1.4.1        qvalue_2.26.0          tokenizers_0.2.3      
##  [58] extrafont_0.18         tools_4.1.3            ggplotify_0.1.0       
##  [61] affyio_1.64.0          jquerylib_0.1.4        RColorBrewer_1.1-3    
##  [64] Rcpp_1.0.9             plyr_1.8.8             zlibbioc_1.40.0       
##  [67] purrr_0.3.5            RCurl_1.98-1.9         viridis_0.6.2         
##  [70] magrittr_2.0.3         DO.db_2.9              SnowballC_0.7.0       
##  [73] patchwork_1.1.2        evaluate_0.18          xtable_1.8-4          
##  [76] XML_3.99-0.12          compiler_4.1.3         tibble_3.1.8          
##  [79] maps_3.4.1             KernSmooth_2.23-20     crayon_1.5.2          
##  [82] shadowtext_0.1.2       htmltools_0.5.3        ggfun_0.0.8           
##  [85] tidyr_1.2.1            geneplotter_1.72.0     aplot_0.1.8           
##  [88] DBI_1.1.3              tweenr_2.0.2           proj4_1.0-11          
##  [91] MASS_7.3-55            babelgene_22.9         Matrix_1.5-3          
##  [94] car_3.1-1              cli_3.4.1              parallel_4.1.3        
##  [97] igraph_1.3.5           pkgconfig_2.0.3        prettydoc_0.4.1       
## [100] ggtree_3.2.1           annotate_1.72.0        vipor_0.4.5           
## [103] bslib_0.4.1            XVector_0.34.0         yulab.utils_0.0.5     
## [106] janeaustenr_1.0.0      stringr_1.4.1          digest_0.6.30         
## [109] Biostrings_2.62.0      rmarkdown_2.18         fastmatch_1.1-3       
## [112] tidytree_0.4.1         gtools_3.9.3           lifecycle_1.0.3       
## [115] nlme_3.1-155           jsonlite_1.8.3         carData_3.0-5         
## [118] viridisLite_0.4.1      limma_3.50.3           fansi_1.0.3           
## [121] pillar_1.8.1           lattice_0.20-45        ggrastr_1.0.1         
## [124] KEGGREST_1.34.0        fastmap_1.1.0          httr_1.4.4            
## [127] survival_3.2-13        GO.db_3.14.0           glue_1.6.2            
## [130] png_0.1-7              bit_4.0.5              ggforce_0.4.1         
## [133] stringi_1.7.8          sass_0.4.2             blob_1.2.3            
## [136] caTools_1.18.2         memoise_2.0.1          dplyr_1.0.10          
## [139] ape_5.6-2