The Dependency Map (DepMap) is a genome-wide pooled CRISPR-Cas9 knockout proliferation screen conducted in more than 700 cancer cell lines spanning many different tumor lineages. Each cell line in the DepMap contains a unique barcode, and each gene knockout is assigned a “dependency score” on a per cell-line basis which quantifies the rate of CRISPR-Cas9 guide drop. It has been found that proteins with similar DepMap scores across cell lines, a phenomenon known as co-dependent genes, have closely related biological functions. This can include activity in the same or parallel pathways or membership in the same protein complex or the same pathway.
We identified the strongest seven co-dependent genes (“Symbol”) for DUBs and ran GO enrichment analysis. We used Biogrid, IntAct, and Pathway Commons PPIDs, and the NURSA protein-protein interaction databases (PPIDs) to determine whether co-dependent genes interact with one another. The “Evidence” column contains the PPIDs in which the interaction appears as well as whether there is support for the association by an INDRA statement. As another approach to identify potential interactors, we looked at proteomics data from the Broad Institute's Cancer Cell Line Encyclopedia (CCLE) for proteins whose expression across ~375 cell lines strongly correlated with the abundance of each DUB; it has previously been observed that proteins in the same complex are frequently significantly co-expressed. The correlations and associated p-values in the CCLE proteomics dataset are provided. And, we determined whether co-dependent genes yield similar transcriptomic signatures in the Broad Institute's Connectivity Map (CMap). A CMap score greater than 90 is considered significantly similar.
Symbol | Name | DepMap Correlation | Evidence | CCLE Correlation | CCLE Z-score | CCLE p-value (adj) | CCLE Significant | CMAP Score | CMAP Type |
---|---|---|---|---|---|---|---|---|---|
HECTD1 | HECT domain E3 ubiquitin protein ligase 1 | 0.451 | BioGRID IntAct INDRA (4) | ||||||
ZGPAT | zinc finger CCCH-type and G-patch domain containing | 0.247 | -90.91 | kd | |||||
OR2L5 | olfactory receptor family 2 subfamily L member 5 | 0.241 | |||||||
TEX36 | testis expressed 36 | 0.233 | |||||||
KCMF1 | potassium channel modulatory factor 1 | 0.224 | |||||||
SNX1 | sorting nexin 1 | -0.221 | BioGRID | ||||||
METTL13 | methyltransferase 13, eEF1A lysine and N-terminal methyltransferase | -0.215 |
Gene set enrichment analysis was done on the genes correlated with ZRANB1using the terms from Gene Ontology and gene sets derived from the Gene Ontology Annotations database via MSigDB.
Using the biological processes and other Gene Ontology terms from well characterized DUBs as a positive control, several gene set enrichment analyses were considered. Threshold-less methods like GSEA had relatively poor results. Over-representation analysis with a threshold of of the top 7 highest absolute value Dependency Map correlations yielded the best results and is reported below.
GO Identifier | GO Name | GO Type | p-value | p-value (adj.) | q-value |
---|
The following table shows the significantly differentially expressed genes after knocking out ZRANB1 using CRISPR-Cas9.
The GSEA method was applied for all genes whose knockout resulted in at least 20 significantly differentially expressed genes.
ID | Name | p-value | p-value (adj.) | log2 Error | ES | NES |
---|---|---|---|---|---|---|
go:0008092 | cytoskeletal protein binding | 2.39e-09 | 5.78e-06 | 7.75e-01 | 4.45e-01 | 2.09e+00 |
go:0019866 | organelle inner membrane | 1.11e-08 | 8.96e-06 | 7.48e-01 | -3.92e-01 | -1.98e+00 |
go:0044429 | 7.43e-09 | 8.96e-06 | 7.61e-01 | -3.44e-01 | -1.83e+00 | |
go:0051052 | regulation of DNA metabolic process | 3.97e-08 | 1.61e-05 | 7.20e-01 | 5.76e-01 | 2.31e+00 |
go:0005740 | mitochondrial envelope | 2.86e-08 | 1.61e-05 | 7.34e-01 | -3.59e-01 | -1.88e+00 |
go:0007010 | cytoskeleton organization | 3.65e-08 | 1.61e-05 | 7.20e-01 | 3.94e-01 | 1.93e+00 |
go:0003779 | actin binding | 1.07e-07 | 3.24e-05 | 7.05e-01 | 5.26e-01 | 2.22e+00 |
go:0003735 | structural constituent of ribosome | 9.79e-08 | 3.24e-05 | 7.05e-01 | -4.53e-01 | -2.09e+00 |
go:0099080 | supramolecular complex | 2.14e-07 | 5.75e-05 | 6.90e-01 | 4.39e-01 | 2.02e+00 |
go:0044877 | protein-containing complex binding | 3.07e-07 | 7.45e-05 | 6.75e-01 | 3.76e-01 | 1.84e+00 |
go:0044391 | ribosomal subunit | 3.64e-07 | 7.79e-05 | 6.75e-01 | -4.29e-01 | -2.02e+00 |
msig:M5893 | HALLMARK_MITOTIC_SPINDLE | 4.41e-07 | 8.23e-05 | 6.75e-01 | 5.83e-01 | 2.28e+00 |
go:0006091 | generation of precursor metabolites and energy | 5.63e-07 | 9.76e-05 | 6.59e-01 | -3.82e-01 | -1.87e+00 |
go:0022610 | biological adhesion | 6.09e-07 | 9.85e-05 | 6.59e-01 | 4.12e-01 | 1.94e+00 |
msig:M18937 | KEGG_NUCLEOTIDE_EXCISION_REPAIR | 1.85e-06 | 2.81e-04 | 6.44e-01 | -7.90e-01 | -2.35e+00 |
go:0044430 | 2.01e-06 | 2.85e-04 | 6.27e-01 | 3.51e-01 | 1.74e+00 | |
go:0033043 | regulation of organelle organization | 2.12e-06 | 2.85e-04 | 6.27e-01 | 3.48e-01 | 1.72e+00 |
go:0005759 | mitochondrial matrix | 3.09e-06 | 3.95e-04 | 6.27e-01 | -4.01e-01 | -1.92e+00 |
go:0099513 | polymeric cytoskeletal fiber | 3.74e-06 | 4.53e-04 | 6.27e-01 | 4.36e-01 | 1.93e+00 |
msig:M5901 | HALLMARK_G2M_CHECKPOINT | 4.07e-06 | 4.71e-04 | 6.11e-01 | 4.86e-01 | 2.07e+00 |
go:0050839 | cell adhesion molecule binding | 4.96e-06 | 5.27e-04 | 6.11e-01 | 3.99e-01 | 1.85e+00 |
go:0005739 | mitochondrion | 5.00e-06 | 5.27e-04 | 6.11e-01 | -2.86e-01 | -1.55e+00 |
go:0001726 | ruffle | 9.47e-06 | 9.18e-04 | 5.93e-01 | 6.11e-01 | 2.16e+00 |
go:0051015 | actin filament binding | 1.03e-05 | 9.58e-04 | 5.93e-01 | 5.84e-01 | 2.18e+00 |
go:0032989 | cellular component morphogenesis | 1.28e-05 | 1.15e-03 | 5.93e-01 | 4.02e-01 | 1.83e+00 |
go:0005819 | spindle | 1.43e-05 | 1.23e-03 | 5.93e-01 | 4.45e-01 | 1.93e+00 |
go:0033044 | regulation of chromosome organization | 1.47e-05 | 1.23e-03 | 5.93e-01 | 4.76e-01 | 2.00e+00 |
go:0032432 | actin filament bundle | 1.76e-05 | 1.42e-03 | 5.76e-01 | 7.78e-01 | 2.19e+00 |
go:0031252 | cell leading edge | 1.99e-05 | 1.56e-03 | 5.76e-01 | 4.97e-01 | 2.03e+00 |
go:0005884 | actin filament | 2.42e-05 | 1.78e-03 | 5.76e-01 | 7.07e-01 | 2.10e+00 |
go:0015629 | actin cytoskeleton | 2.38e-05 | 1.78e-03 | 5.76e-01 | 4.39e-01 | 1.90e+00 |
reactome:R-HSA-6781827 | Transcription-Coupled Nucleotide Excision Repair (TC-NER) | 2.57e-05 | 1.83e-03 | 5.76e-01 | -5.85e-01 | -2.11e+00 |
reactome:R-HSA-72766 | Translation | 2.86e-05 | 1.98e-03 | 5.76e-01 | -3.39e-01 | -1.70e+00 |
go:0015630 | microtubule cytoskeleton | 3.06e-05 | 2.03e-03 | 5.57e-01 | 3.45e-01 | 1.68e+00 |
reactome:R-HSA-9010553 | Regulation of expression of SLITs and ROBOs | 3.47e-05 | 2.20e-03 | 5.57e-01 | -3.88e-01 | -1.82e+00 |
go:0005516 | calmodulin binding | 3.53e-05 | 2.20e-03 | 5.57e-01 | 6.75e-01 | 2.14e+00 |
go:0097435 | supramolecular fiber organization | 4.24e-05 | 2.57e-03 | 5.57e-01 | 4.13e-01 | 1.85e+00 |
msig:M189 | KEGG_RIBOSOME | 5.74e-05 | 3.40e-03 | 5.57e-01 | -4.38e-01 | -1.88e+00 |
go:0051261 | protein depolymerization | 6.58e-05 | 3.73e-03 | 5.38e-01 | 6.35e-01 | 2.10e+00 |
go:0061061 | muscle structure development | 6.61e-05 | 3.73e-03 | 5.38e-01 | 4.58e-01 | 1.92e+00 |
go:0015934 | large ribosomal subunit | 7.06e-05 | 3.89e-03 | 5.38e-01 | -4.37e-01 | -1.88e+00 |
go:0031253 | cell projection membrane | 7.63e-05 | 3.94e-03 | 5.38e-01 | 5.93e-01 | 2.10e+00 |
reactome:R-HSA-5696400 | Dual Incision in GG-NER | 7.56e-05 | 3.94e-03 | 5.38e-01 | -6.97e-01 | -2.14e+00 |
go:0010639 | negative regulation of organelle organization | 7.45e-05 | 3.94e-03 | 5.38e-01 | 4.33e-01 | 1.86e+00 |
go:0003682 | chromatin binding | 8.07e-05 | 4.07e-03 | 5.38e-01 | 4.20e-01 | 1.82e+00 |
reactome:R-HSA-376176 | Signaling by ROBO receptors | 8.92e-05 | 4.33e-03 | 5.38e-01 | -3.65e-01 | -1.72e+00 |
go:0043292 | contractile fiber | 8.75e-05 | 4.33e-03 | 5.38e-01 | 5.46e-01 | 2.05e+00 |
msig:M5936 | HALLMARK_OXIDATIVE_PHOSPHORYLATION | 9.49e-05 | 4.51e-03 | 5.38e-01 | -3.72e-01 | -1.73e+00 |
go:0031589 | cell-substrate adhesion | 1.13e-04 | 5.25e-03 | 5.38e-01 | 4.73e-01 | 1.87e+00 |
go:0098590 | plasma membrane region | 1.21e-04 | 5.54e-03 | 5.38e-01 | 4.00e-01 | 1.76e+00 |
go:0005178 | integrin binding | 1.25e-04 | 5.62e-03 | 5.19e-01 | 6.47e-01 | 2.06e+00 |
go:0010628 | positive regulation of gene expression | 1.40e-04 | 6.19e-03 | 5.19e-01 | 3.10e-01 | 1.54e+00 |
go:0042692 | muscle cell differentiation | 1.47e-04 | 6.28e-03 | 5.19e-01 | 5.28e-01 | 2.00e+00 |
go:0045333 | cellular respiration | 1.77e-04 | 7.16e-03 | 5.19e-01 | -3.97e-01 | -1.77e+00 |
reactome:R-HSA-71291 | Metabolism of amino acids and derivatives | 1.76e-04 | 7.16e-03 | 5.19e-01 | -3.52e-01 | -1.69e+00 |
go:0006283 | transcription-coupled nucleotide-excision repair | 1.76e-04 | 7.16e-03 | 5.19e-01 | -5.73e-01 | -2.02e+00 |
go:0040011 | locomotion | 1.89e-04 | 7.50e-03 | 5.19e-01 | 3.25e-01 | 1.59e+00 |
go:0022626 | cytosolic ribosome | 2.16e-04 | 8.06e-03 | 5.19e-01 | -4.19e-01 | -1.82e+00 |
go:1903827 | regulation of cellular protein localization | 2.12e-04 | 8.06e-03 | 5.19e-01 | 3.80e-01 | 1.70e+00 |
go:0031975 | envelope | 2.15e-04 | 8.06e-03 | 5.19e-01 | -2.78e-01 | -1.48e+00 |
reactome:R-HSA-5696399 | Global Genome Nucleotide Excision Repair (GG-NER) | 2.14e-04 | 8.06e-03 | 5.19e-01 | -5.56e-01 | -2.04e+00 |
go:0006325 | chromatin organization | 2.43e-04 | 8.92e-03 | 5.19e-01 | 3.64e-01 | 1.67e+00 |
go:0005840 | ribosome | 2.51e-04 | 9.07e-03 | 4.98e-01 | -3.54e-01 | -1.70e+00 |
reactome:R-HSA-6782135 | Dual incision in TC-NER | 2.56e-04 | 9.14e-03 | 4.98e-01 | -5.79e-01 | -2.02e+00 |
go:0045934 | negative regulation of nucleobase-containing compound metabolic process | 2.73e-04 | 9.58e-03 | 4.98e-01 | 5.45e-01 | 1.95e+00 |
go:0015980 | energy derivation by oxidation of organic compounds | 2.81e-04 | 9.59e-03 | 4.98e-01 | -3.73e-01 | -1.70e+00 |
go:1901879 | regulation of protein depolymerization | 2.80e-04 | 9.59e-03 | 4.98e-01 | 6.35e-01 | 1.96e+00 |
go:0016126 | sterol biosynthetic process | 3.08e-04 | 1.02e-02 | 4.98e-01 | 6.66e-01 | 1.99e+00 |
go:0051235 | maintenance of location | 3.11e-04 | 1.02e-02 | 4.98e-01 | 4.83e-01 | 1.84e+00 |
go:0000904 | cell morphogenesis involved in differentiation | 3.10e-04 | 1.02e-02 | 4.98e-01 | 4.24e-01 | 1.81e+00 |
go:0006282 | regulation of DNA repair | 3.25e-04 | 1.05e-02 | 4.98e-01 | 6.34e-01 | 1.98e+00 |
go:0000226 | microtubule cytoskeleton organization | 3.42e-04 | 1.08e-02 | 4.98e-01 | 3.80e-01 | 1.67e+00 |
go:0006414 | translational elongation | 3.46e-04 | 1.08e-02 | 4.98e-01 | -4.28e-01 | -1.81e+00 |
go:0044455 | 3.41e-04 | 1.08e-02 | 4.98e-01 | -3.68e-01 | -1.71e+00 | |
go:0009060 | aerobic respiration | 3.53e-04 | 1.08e-02 | 4.98e-01 | -5.01e-01 | -1.92e+00 |
go:0000018 | regulation of DNA recombination | 3.68e-04 | 1.10e-02 | 4.98e-01 | 6.93e-01 | 2.01e+00 |
go:0032543 | mitochondrial translation | 3.67e-04 | 1.10e-02 | 4.98e-01 | -4.41e-01 | -1.85e+00 |
reactome:R-HSA-5368287 | Mitochondrial translation | 3.90e-04 | 1.15e-02 | 4.98e-01 | -4.53e-01 | -1.84e+00 |
go:1902275 | regulation of chromatin organization | 4.00e-04 | 1.17e-02 | 4.98e-01 | 5.40e-01 | 1.97e+00 |
go:0015631 | tubulin binding | 4.23e-04 | 1.22e-02 | 4.98e-01 | 4.48e-01 | 1.80e+00 |
go:0034728 | nucleosome organization | 4.33e-04 | 1.24e-02 | 4.98e-01 | 5.38e-01 | 1.96e+00 |
go:0008202 | steroid metabolic process | 4.41e-04 | 1.24e-02 | 4.98e-01 | 5.20e-01 | 1.93e+00 |
go:0000956 | nuclear-transcribed mRNA catabolic process | 4.70e-04 | 1.31e-02 | 4.98e-01 | -3.54e-01 | -1.64e+00 |
reactome:R-HSA-110314 | Recognition of DNA damage by PCNA-containing replication complex | 4.89e-04 | 1.35e-02 | 4.77e-01 | -6.84e-01 | -2.04e+00 |
go:0033683 | nucleotide-excision repair, DNA incision | 4.94e-04 | 1.35e-02 | 4.77e-01 | -6.84e-01 | -2.04e+00 |
go:0045296 | cadherin binding | 5.06e-04 | 1.36e-02 | 4.77e-01 | 3.66e-01 | 1.65e+00 |
reactome:R-HSA-162909 | Host Interactions of HIV factors | 5.46e-04 | 1.46e-02 | 4.77e-01 | -4.20e-01 | -1.78e+00 |
go:0005694 | chromosome | 5.56e-04 | 1.46e-02 | 4.77e-01 | 3.13e-01 | 1.53e+00 |
go:0000313 | organellar ribosome | 5.62e-04 | 1.46e-02 | 4.77e-01 | -4.67e-01 | -1.85e+00 |
go:0032553 | ribonucleotide binding | 5.93e-04 | 1.49e-02 | 4.77e-01 | 2.99e-01 | 1.49e+00 |
reactome:R-HSA-5696398 | Nucleotide Excision Repair | 5.87e-04 | 1.49e-02 | 4.77e-01 | -4.82e-01 | -1.88e+00 |
go:0045785 | positive regulation of cell adhesion | 5.82e-04 | 1.49e-02 | 4.77e-01 | 4.45e-01 | 1.75e+00 |
go:0061572 | actin filament bundle organization | 6.27e-04 | 1.54e-02 | 4.77e-01 | 5.77e-01 | 1.96e+00 |
go:0002377 | immunoglobulin production | 6.22e-04 | 1.54e-02 | 4.77e-01 | 7.04e-01 | 1.98e+00 |
go:0042641 | actomyosin | 6.83e-04 | 1.66e-02 | 4.77e-01 | 6.99e-01 | 2.01e+00 |
go:0051129 | negative regulation of cellular component organization | 6.99e-04 | 1.68e-02 | 4.77e-01 | 3.57e-01 | 1.62e+00 |
go:0044291 | cell-cell contact zone | 7.21e-04 | 1.71e-02 | 4.77e-01 | 6.79e-01 | 1.97e+00 |
go:0043565 | sequence-specific DNA binding | 7.39e-04 | 1.73e-02 | 4.77e-01 | 3.67e-01 | 1.63e+00 |
reactome:R-HSA-5656169 | Termination of translesion DNA synthesis | 7.41e-04 | 1.73e-02 | 4.77e-01 | -6.82e-01 | -1.99e+00 |
go:0006119 | oxidative phosphorylation | 7.50e-04 | 1.73e-02 | 4.77e-01 | -3.76e-01 | -1.67e+00 |
go:0007229 | integrin-mediated signaling pathway | 7.72e-04 | 1.75e-02 | 4.77e-01 | 6.10e-01 | 1.90e+00 |
go:0072686 | mitotic spindle | 7.72e-04 | 1.75e-02 | 4.77e-01 | 5.21e-01 | 1.86e+00 |
go:0007051 | spindle organization | 8.37e-04 | 1.86e-02 | 4.77e-01 | 4.65e-01 | 1.82e+00 |
go:0098609 | cell-cell adhesion | 8.35e-04 | 1.86e-02 | 4.77e-01 | 3.94e-01 | 1.69e+00 |
go:0051270 | regulation of cellular component movement | 8.61e-04 | 1.90e-02 | 4.77e-01 | 3.49e-01 | 1.61e+00 |
go:0030424 | axon | 8.77e-04 | 1.92e-02 | 4.77e-01 | 4.25e-01 | 1.76e+00 |
go:0070161 | anchoring junction | 8.99e-04 | 1.95e-02 | 4.77e-01 | 3.35e-01 | 1.58e+00 |
go:0006289 | nucleotide-excision repair | 9.07e-04 | 1.95e-02 | 4.77e-01 | -5.13e-01 | -1.92e+00 |
go:0030054 | cell junction | 9.29e-04 | 1.96e-02 | 4.77e-01 | 3.14e-01 | 1.53e+00 |
reactome:R-HSA-1428517 | The citric acid (TCA) cycle and respiratory electron transport | 9.31e-04 | 1.96e-02 | 4.77e-01 | -3.59e-01 | -1.63e+00 |
go:0048667 | cell morphogenesis involved in neuron differentiation | 9.48e-04 | 1.98e-02 | 4.77e-01 | 4.43e-01 | 1.75e+00 |
go:0051053 | negative regulation of DNA metabolic process | 9.69e-04 | 2.01e-02 | 4.77e-01 | 6.68e-01 | 1.93e+00 |
reactome:R-HSA-373760 | L1CAM interactions | 1.03e-03 | 2.08e-02 | 4.55e-01 | 5.40e-01 | 1.87e+00 |
go:0030029 | actin filament-based process | 1.01e-03 | 2.08e-02 | 4.55e-01 | 3.60e-01 | 1.62e+00 |
reactome:R-HSA-2408522 | Selenoamino acid metabolism | 1.03e-03 | 2.08e-02 | 4.55e-01 | -3.86e-01 | -1.69e+00 |
go:0031012 | extracellular matrix | 1.07e-03 | 2.13e-02 | 4.55e-01 | 4.67e-01 | 1.80e+00 |
go:0032990 | cell part morphogenesis | 1.08e-03 | 2.13e-02 | 4.55e-01 | 4.14e-01 | 1.73e+00 |
go:0008017 | microtubule binding | 1.06e-03 | 2.13e-02 | 4.55e-01 | 4.88e-01 | 1.84e+00 |
go:0097485 | neuron projection guidance | 1.13e-03 | 2.20e-02 | 4.55e-01 | 6.08e-01 | 1.85e+00 |
go:0031256 | leading edge membrane | 1.17e-03 | 2.24e-02 | 4.55e-01 | 5.97e-01 | 1.84e+00 |
go:0005874 | microtubule | 1.18e-03 | 2.24e-02 | 4.55e-01 | 4.07e-01 | 1.71e+00 |
go:0051054 | positive regulation of DNA metabolic process | 1.18e-03 | 2.24e-02 | 4.55e-01 | 4.96e-01 | 1.82e+00 |
go:0032880 | regulation of protein localization | 1.16e-03 | 2.24e-02 | 4.55e-01 | 3.23e-01 | 1.53e+00 |
msig:M18306 | KEGG_REGULATION_OF_ACTIN_CYTOSKELETON | 1.26e-03 | 2.34e-02 | 4.55e-01 | 4.51e-01 | 1.73e+00 |
go:0030554 | adenyl nucleotide binding | 1.27e-03 | 2.34e-02 | 4.55e-01 | 3.05e-01 | 1.49e+00 |
reactome:R-HSA-927802 | Nonsense-Mediated Decay (NMD) | 1.27e-03 | 2.34e-02 | 4.55e-01 | -3.73e-01 | -1.64e+00 |
go:0006413 | translational initiation | 1.31e-03 | 2.38e-02 | 4.55e-01 | -3.28e-01 | -1.55e+00 |
go:0002285 | lymphocyte activation involved in immune response | 1.35e-03 | 2.43e-02 | 4.55e-01 | 6.30e-01 | 1.88e+00 |
go:0000184 | nuclear-transcribed mRNA catabolic process, nonsense-mediated decay | 1.35e-03 | 2.43e-02 | 4.55e-01 | -3.75e-01 | -1.65e+00 |
go:0030030 | cell projection organization | 1.40e-03 | 2.50e-02 | 4.55e-01 | 3.19e-01 | 1.52e+00 |
reactome:R-HSA-110313 | Translesion synthesis by Y family DNA polymerases bypasses lesions on DNA template | 1.42e-03 | 2.51e-02 | 4.55e-01 | -6.25e-01 | -1.95e+00 |
go:0061564 | axon development | 1.43e-03 | 2.52e-02 | 4.55e-01 | 4.62e-01 | 1.80e+00 |
go:0051276 | chromosome organization | 1.48e-03 | 2.58e-02 | 4.55e-01 | 3.03e-01 | 1.48e+00 |
go:0007015 | actin filament organization | 1.54e-03 | 2.65e-02 | 4.55e-01 | 4.05e-01 | 1.70e+00 |
reactome:R-HSA-73893 | DNA Damage Bypass | 1.63e-03 | 2.76e-02 | 4.55e-01 | -5.74e-01 | -1.87e+00 |
go:0071407 | cellular response to organic cyclic compound | 1.65e-03 | 2.78e-02 | 4.55e-01 | 3.93e-01 | 1.68e+00 |
go:0062023 | collagen-containing extracellular matrix | 1.74e-03 | 2.90e-02 | 4.55e-01 | 4.57e-01 | 1.73e+00 |
go:0032153 | cell division site | 1.83e-03 | 2.98e-02 | 4.55e-01 | 6.11e-01 | 1.81e+00 |
go:0070126 | mitochondrial translational termination | 1.86e-03 | 2.98e-02 | 4.55e-01 | -4.35e-01 | -1.75e+00 |
reactome:R-HSA-8951664 | Neddylation | 1.84e-03 | 2.98e-02 | 4.55e-01 | -3.95e-01 | -1.67e+00 |
go:0034330 | cell junction organization | 1.83e-03 | 2.98e-02 | 4.55e-01 | 4.47e-01 | 1.75e+00 |
go:0048738 | cardiac muscle tissue development | 1.88e-03 | 2.98e-02 | 4.55e-01 | 5.77e-01 | 1.84e+00 |
go:0022900 | electron transport chain | 1.92e-03 | 3.03e-02 | 4.55e-01 | -3.60e-01 | -1.61e+00 |
go:1903829 | positive regulation of cellular protein localization | 1.95e-03 | 3.05e-02 | 4.55e-01 | 3.88e-01 | 1.66e+00 |
reactome:R-HSA-69306 | DNA Replication | 1.97e-03 | 3.06e-02 | 4.32e-01 | -4.08e-01 | -1.69e+00 |
go:0140053 | mitochondrial gene expression | 2.05e-03 | 3.13e-02 | 4.32e-01 | -3.89e-01 | -1.65e+00 |
go:0051783 | regulation of nuclear division | 2.08e-03 | 3.13e-02 | 4.32e-01 | 4.37e-01 | 1.71e+00 |
go:0072359 | circulatory system development | 2.06e-03 | 3.13e-02 | 4.32e-01 | 3.45e-01 | 1.55e+00 |
go:0072659 | protein localization to plasma membrane | 2.08e-03 | 3.13e-02 | 4.32e-01 | 4.50e-01 | 1.70e+00 |
go:0009719 | response to endogenous stimulus | 2.05e-03 | 3.13e-02 | 4.32e-01 | 2.94e-01 | 1.45e+00 |
go:0034332 | adherens junction organization | 2.14e-03 | 3.21e-02 | 4.32e-01 | 5.42e-01 | 1.84e+00 |
go:0022625 | cytosolic large ribosomal subunit | 2.22e-03 | 3.30e-02 | 4.32e-01 | -4.36e-01 | -1.73e+00 |
go:0019904 | protein domain specific binding | 2.28e-03 | 3.34e-02 | 4.32e-01 | 3.32e-01 | 1.53e+00 |
go:0051146 | striated muscle cell differentiation | 2.29e-03 | 3.34e-02 | 4.32e-01 | 4.97e-01 | 1.77e+00 |
go:2001252 | positive regulation of chromosome organization | 2.26e-03 | 3.34e-02 | 4.32e-01 | 4.48e-01 | 1.69e+00 |
go:0007005 | mitochondrion organization | 2.34e-03 | 3.39e-02 | 4.32e-01 | -3.00e-01 | -1.48e+00 |
go:0030055 | cell-substrate junction | 2.36e-03 | 3.40e-02 | 4.32e-01 | 3.29e-01 | 1.53e+00 |
msig:M5892 | HALLMARK_CHOLESTEROL_HOMEOSTASIS | 2.46e-03 | 3.51e-02 | 4.32e-01 | 5.76e-01 | 1.82e+00 |
go:0042393 | histone binding | 2.54e-03 | 3.60e-02 | 4.32e-01 | 4.70e-01 | 1.77e+00 |
go:0030182 | neuron differentiation | 2.57e-03 | 3.61e-02 | 4.32e-01 | 3.23e-01 | 1.49e+00 |
go:0007017 | microtubule-based process | 2.57e-03 | 3.61e-02 | 4.32e-01 | 3.29e-01 | 1.51e+00 |
go:0010810 | regulation of cell-substrate adhesion | 2.61e-03 | 3.62e-02 | 4.32e-01 | 4.69e-01 | 1.77e+00 |
go:2001020 | regulation of response to DNA damage stimulus | 2.64e-03 | 3.63e-02 | 4.32e-01 | 4.86e-01 | 1.80e+00 |
go:2001251 | negative regulation of chromosome organization | 2.65e-03 | 3.63e-02 | 4.32e-01 | 4.97e-01 | 1.78e+00 |
reactome:R-HSA-163200 | Respiratory electron transport, ATP synthesis by chemiosmotic coupling, and heat production by uncoupling proteins. | 2.73e-03 | 3.69e-02 | 4.32e-01 | -3.58e-01 | -1.58e+00 |
reactome:R-HSA-9609507 | Protein localization | 2.74e-03 | 3.69e-02 | 4.32e-01 | -4.24e-01 | -1.70e+00 |
go:0022904 | respiratory electron transport chain | 2.79e-03 | 3.73e-02 | 4.32e-01 | -3.74e-01 | -1.60e+00 |
reactome:R-HSA-5685942 | HDR through Homologous Recombination (HRR) | 2.93e-03 | 3.89e-02 | 4.32e-01 | -6.14e-01 | -1.84e+00 |
go:0030155 | regulation of cell adhesion | 2.99e-03 | 3.94e-02 | 4.32e-01 | 3.64e-01 | 1.58e+00 |
go:1901361 | organic cyclic compound catabolic process | 3.04e-03 | 3.97e-02 | 4.32e-01 | -2.76e-01 | -1.40e+00 |
reactome:R-HSA-72613 | Eukaryotic Translation Initiation | 3.04e-03 | 3.97e-02 | 4.32e-01 | -3.39e-01 | -1.53e+00 |
reactome:R-HSA-162906 | HIV Infection | 3.12e-03 | 4.01e-02 | 4.32e-01 | -3.37e-01 | -1.53e+00 |
go:0060341 | regulation of cellular localization | 3.11e-03 | 4.01e-02 | 4.32e-01 | 3.18e-01 | 1.49e+00 |
go:0006323 | DNA packaging | 3.19e-03 | 4.05e-02 | 4.32e-01 | 4.82e-01 | 1.78e+00 |
go:0034333 | adherens junction assembly | 3.19e-03 | 4.05e-02 | 4.32e-01 | 5.63e-01 | 1.79e+00 |
go:0019985 | translesion synthesis | 3.49e-03 | 4.36e-02 | 4.32e-01 | -6.07e-01 | -1.82e+00 |
go:0051494 | negative regulation of cytoskeleton organization | 3.48e-03 | 4.36e-02 | 4.32e-01 | 5.55e-01 | 1.80e+00 |
go:0000731 | DNA synthesis involved in DNA repair | 3.49e-03 | 4.36e-02 | 4.32e-01 | -6.07e-01 | -1.82e+00 |
go:2001022 | positive regulation of response to DNA damage stimulus | 3.52e-03 | 4.37e-02 | 4.32e-01 | 5.68e-01 | 1.80e+00 |
go:0034399 | nuclear periphery | 3.54e-03 | 4.38e-02 | 4.32e-01 | 4.75e-01 | 1.73e+00 |
go:0051493 | regulation of cytoskeleton organization | 3.61e-03 | 4.44e-02 | 4.32e-01 | 3.53e-01 | 1.54e+00 |
go:0043043 | peptide biosynthetic process | 3.70e-03 | 4.54e-02 | 4.32e-01 | -2.65e-01 | -1.39e+00 |
go:0036002 | pre-mRNA binding | 3.82e-03 | 4.62e-02 | 4.32e-01 | 6.53e-01 | 1.83e+00 |
go:1904356 | regulation of telomere maintenance via telomere lengthening | 3.80e-03 | 4.62e-02 | 4.32e-01 | 5.98e-01 | 1.79e+00 |
go:0034329 | cell junction assembly | 3.84e-03 | 4.62e-02 | 4.32e-01 | 4.37e-01 | 1.66e+00 |
go:0098800 | inner mitochondrial membrane protein complex | 3.85e-03 | 4.62e-02 | 4.32e-01 | -3.58e-01 | -1.58e+00 |
reactome:R-HSA-5663205 | Infectious disease | 3.89e-03 | 4.65e-02 | 4.32e-01 | -2.84e-01 | -1.41e+00 |
go:0006333 | chromatin assembly or disassembly | 3.97e-03 | 4.72e-02 | 4.07e-01 | 4.62e-01 | 1.70e+00 |
go:0043604 | amide biosynthetic process | 4.08e-03 | 4.83e-02 | 4.07e-01 | -2.54e-01 | -1.34e+00 |
go:0070646 | protein modification by small protein removal | 4.11e-03 | 4.84e-02 | 4.07e-01 | -3.56e-01 | -1.57e+00 |
go:0007507 | heart development | 4.13e-03 | 4.84e-02 | 4.07e-01 | 4.04e-01 | 1.62e+00 |
go:0030042 | actin filament depolymerization | 4.19e-03 | 4.89e-02 | 4.07e-01 | 6.09e-01 | 1.79e+00 |
go:0015935 | small ribosomal subunit | 4.34e-03 | 4.94e-02 | 4.07e-01 | -4.08e-01 | -1.64e+00 |
go:0005815 | microtubule organizing center | 4.34e-03 | 4.94e-02 | 4.07e-01 | 3.31e-01 | 1.50e+00 |
go:0048471 | perinuclear region of cytoplasm | 4.27e-03 | 4.94e-02 | 4.07e-01 | 3.31e-01 | 1.50e+00 |
go:0008134 | transcription factor binding | 4.29e-03 | 4.94e-02 | 4.07e-01 | 3.34e-01 | 1.48e+00 |
go:0009055 | electron transfer activity | 4.34e-03 | 4.94e-02 | 4.07e-01 | -4.08e-01 | -1.64e+00 |
go:0051094 | positive regulation of developmental process | 4.41e-03 | 5.00e-02 | 4.07e-01 | 3.13e-01 | 1.46e+00 |
go:0045944 | positive regulation of transcription by RNA polymerase II | 4.64e-03 | 5.23e-02 | 4.07e-01 | 3.15e-01 | 1.45e+00 |
go:0022008 | neurogenesis | 4.70e-03 | 5.27e-02 | 4.07e-01 | 3.16e-01 | 1.49e+00 |
go:0071496 | cellular response to external stimulus | 4.80e-03 | 5.36e-02 | 4.07e-01 | 3.97e-01 | 1.57e+00 |
reactome:R-HSA-5668541 | TNFR2 non-canonical NF-kB pathway | 4.85e-03 | 5.39e-02 | 4.07e-01 | -4.46e-01 | -1.71e+00 |
go:0045787 | positive regulation of cell cycle | 5.00e-03 | 5.49e-02 | 4.07e-01 | 3.77e-01 | 1.60e+00 |
go:0051187 | 5.00e-03 | 5.49e-02 | 4.07e-01 | -6.28e-01 | -1.79e+00 | |
go:0032204 | regulation of telomere maintenance | 4.96e-03 | 5.49e-02 | 4.07e-01 | 5.51e-01 | 1.76e+00 |
go:0022604 | regulation of cell morphogenesis | 5.06e-03 | 5.52e-02 | 4.07e-01 | 4.18e-01 | 1.71e+00 |
go:0032886 | regulation of microtubule-based process | 5.10e-03 | 5.55e-02 | 4.07e-01 | 4.48e-01 | 1.68e+00 |
reactome:R-HSA-8939236 | RUNX1 regulates transcription of genes involved in differentiation of HSCs | 5.18e-03 | 5.61e-02 | 4.07e-01 | -4.27e-01 | -1.67e+00 |
go:0042113 | B cell activation | 5.22e-03 | 5.63e-02 | 4.07e-01 | 5.23e-01 | 1.74e+00 |
go:0005770 | late endosome | 5.33e-03 | 5.65e-02 | 4.07e-01 | -4.31e-01 | -1.70e+00 |
go:0032784 | regulation of DNA-templated transcription, elongation | 5.32e-03 | 5.65e-02 | 4.07e-01 | 6.34e-01 | 1.82e+00 |
reactome:R-HSA-157579 | Telomere Maintenance | 5.33e-03 | 5.65e-02 | 4.07e-01 | -6.10e-01 | -1.81e+00 |
msig:M14314 | KEGG_PURINE_METABOLISM | 5.33e-03 | 5.65e-02 | 4.07e-01 | -4.46e-01 | -1.69e+00 |
go:1902904 | negative regulation of supramolecular fiber organization | 5.37e-03 | 5.66e-02 | 4.07e-01 | 5.42e-01 | 1.76e+00 |
go:0032535 | regulation of cellular component size | 5.42e-03 | 5.69e-02 | 4.07e-01 | 3.96e-01 | 1.64e+00 |
go:0006605 | protein targeting | 5.52e-03 | 5.77e-02 | 4.07e-01 | -2.90e-01 | -1.41e+00 |
go:0010811 | positive regulation of cell-substrate adhesion | 5.63e-03 | 5.86e-02 | 4.07e-01 | 5.08e-01 | 1.71e+00 |
go:0051668 | localization within membrane | 5.67e-03 | 5.88e-02 | 4.07e-01 | 5.52e-01 | 1.72e+00 |
reactome:R-HSA-1799339 | SRP-dependent cotranslational protein targeting to membrane | 5.83e-03 | 5.99e-02 | 4.07e-01 | -3.45e-01 | -1.52e+00 |
go:0003727 | single-stranded RNA binding | 5.89e-03 | 6.02e-02 | 4.07e-01 | 4.94e-01 | 1.72e+00 |
msig:M5908 | HALLMARK_ANDROGEN_RESPONSE | 6.01e-03 | 6.10e-02 | 4.07e-01 | 4.91e-01 | 1.70e+00 |
go:0051147 | regulation of muscle cell differentiation | 6.11e-03 | 6.10e-02 | 4.07e-01 | 5.48e-01 | 1.73e+00 |
reactome:R-HSA-5696395 | Formation of Incision Complex in GG-NER | 6.11e-03 | 6.10e-02 | 4.07e-01 | -5.41e-01 | -1.70e+00 |
go:0003725 | double-stranded RNA binding | 6.07e-03 | 6.10e-02 | 4.07e-01 | 5.19e-01 | 1.73e+00 |
go:0045931 | positive regulation of mitotic cell cycle | 6.32e-03 | 6.28e-02 | 4.07e-01 | 4.47e-01 | 1.67e+00 |
reactome:R-HSA-611105 | Respiratory electron transport | 6.36e-03 | 6.29e-02 | 4.07e-01 | -3.72e-01 | -1.58e+00 |
go:0072599 | establishment of protein localization to endoplasmic reticulum | 6.38e-03 | 6.29e-02 | 4.07e-01 | -3.48e-01 | -1.53e+00 |
reactome:R-HSA-73884 | Base Excision Repair | 6.74e-03 | 6.59e-02 | 4.07e-01 | -6.03e-01 | -1.79e+00 |
go:0051301 | cell division | 6.80e-03 | 6.62e-02 | 4.07e-01 | 3.14e-01 | 1.46e+00 |
go:0000910 | cytokinesis | 6.91e-03 | 6.70e-02 | 4.07e-01 | 4.43e-01 | 1.67e+00 |
go:1903391 | regulation of adherens junction organization | 6.97e-03 | 6.74e-02 | 4.07e-01 | 5.49e-01 | 1.67e+00 |
go:0051130 | positive regulation of cellular component organization | 7.04e-03 | 6.78e-02 | 4.07e-01 | 2.85e-01 | 1.40e+00 |
go:0042769 | DNA damage response, detection of DNA damage | 7.23e-03 | 6.90e-02 | 4.07e-01 | -5.31e-01 | -1.71e+00 |
go:0006694 | steroid biosynthetic process | 7.23e-03 | 6.90e-02 | 4.07e-01 | 5.00e-01 | 1.70e+00 |
go:1905475 | regulation of protein localization to membrane | 7.34e-03 | 6.96e-02 | 4.07e-01 | 4.41e-01 | 1.65e+00 |
go:0031032 | actomyosin structure organization | 7.34e-03 | 6.96e-02 | 4.07e-01 | 4.77e-01 | 1.69e+00 |
go:0000139 | Golgi membrane | 7.42e-03 | 7.01e-02 | 4.07e-01 | 3.28e-01 | 1.45e+00 |
reactome:R-HSA-6781823 | Formation of TC-NER Pre-Incision Complex | 7.48e-03 | 7.03e-02 | 4.07e-01 | -5.13e-01 | -1.69e+00 |
go:0030496 | midbody | 7.60e-03 | 7.07e-02 | 4.07e-01 | 4.11e-01 | 1.61e+00 |
reactome:R-HSA-1500931 | Cell-Cell communication | 7.56e-03 | 7.07e-02 | 4.07e-01 | 5.37e-01 | 1.66e+00 |
go:0070069 | cytochrome complex | 7.60e-03 | 7.07e-02 | 4.07e-01 | -5.29e-01 | -1.67e+00 |
reactome:R-HSA-109582 | Hemostasis | 7.73e-03 | 7.09e-02 | 4.07e-01 | 3.28e-01 | 1.44e+00 |
reactome:R-HSA-397014 | Muscle contraction | 7.72e-03 | 7.09e-02 | 4.07e-01 | 5.18e-01 | 1.71e+00 |
go:0032587 | ruffle membrane | 7.72e-03 | 7.09e-02 | 4.07e-01 | 5.90e-01 | 1.73e+00 |
reactome:R-HSA-1474244 | Extracellular matrix organization | 7.75e-03 | 7.09e-02 | 4.07e-01 | 4.37e-01 | 1.64e+00 |
reactome:R-HSA-437239 | Recycling pathway of L1 | 7.88e-03 | 7.13e-02 | 3.81e-01 | 5.46e-01 | 1.66e+00 |
go:0048588 | developmental cell growth | 7.91e-03 | 7.13e-02 | 3.81e-01 | 4.89e-01 | 1.71e+00 |
reactome:R-HSA-8948751 | Regulation of PTEN stability and activity | 7.83e-03 | 7.13e-02 | 3.81e-01 | -4.32e-01 | -1.65e+00 |
go:0003690 | double-stranded DNA binding | 7.86e-03 | 7.13e-02 | 3.81e-01 | 3.36e-01 | 1.48e+00 |
go:0099568 | cytoplasmic region | 7.95e-03 | 7.14e-02 | 3.81e-01 | 3.63e-01 | 1.54e+00 |
go:0051983 | regulation of chromosome segregation | 8.07e-03 | 7.22e-02 | 3.81e-01 | 4.72e-01 | 1.67e+00 |
go:0031145 | anaphase-promoting complex-dependent catabolic process | 8.37e-03 | 7.43e-02 | 3.81e-01 | -4.01e-01 | -1.59e+00 |
go:0042060 | wound healing | 8.35e-03 | 7.43e-02 | 3.81e-01 | 3.54e-01 | 1.52e+00 |
go:0019724 | B cell mediated immunity | 8.55e-03 | 7.57e-02 | 3.81e-01 | 6.28e-01 | 1.76e+00 |
go:0051186 | 8.88e-03 | 7.77e-02 | 3.81e-01 | -3.41e-01 | -1.50e+00 | |
reactome:R-HSA-69242 | S Phase | 8.91e-03 | 7.77e-02 | 3.81e-01 | -3.58e-01 | -1.52e+00 |
go:0007160 | cell-matrix adhesion | 9.24e-03 | 7.86e-02 | 3.81e-01 | 4.80e-01 | 1.71e+00 |
reactome:R-HSA-5610780 | Degradation of GLI1 by the proteasome | 9.21e-03 | 7.86e-02 | 3.81e-01 | -4.22e-01 | -1.61e+00 |
reactome:R-HSA-8939902 | Regulation of RUNX2 expression and activity | 9.21e-03 | 7.86e-02 | 3.81e-01 | -4.22e-01 | -1.61e+00 |
reactome:R-HSA-196849 | Metabolism of water-soluble vitamins and cofactors | 9.24e-03 | 7.86e-02 | 3.81e-01 | -5.52e-01 | -1.73e+00 |
go:0070647 | protein modification by small protein conjugation or removal | 9.13e-03 | 7.86e-02 | 3.81e-01 | -2.65e-01 | -1.34e+00 |
go:0034446 | substrate adhesion-dependent cell spreading | 9.28e-03 | 7.86e-02 | 3.81e-01 | 5.39e-01 | 1.64e+00 |
go:0048675 | axon extension | 9.09e-03 | 7.86e-02 | 3.81e-01 | 5.63e-01 | 1.69e+00 |
go:0009891 | positive regulation of biosynthetic process | 9.55e-03 | 8.07e-02 | 3.81e-01 | 2.67e-01 | 1.33e+00 |
go:0009890 | negative regulation of biosynthetic process | 9.74e-03 | 8.12e-02 | 3.81e-01 | 2.75e-01 | 1.34e+00 |
go:0022402 | cell cycle process | 9.85e-03 | 8.12e-02 | 3.81e-01 | 2.69e-01 | 1.35e+00 |
go:0044463 | 9.65e-03 | 8.12e-02 | 3.81e-01 | 3.02e-01 | 1.42e+00 | |
go:0031461 | cullin-RING ubiquitin ligase complex | 9.72e-03 | 8.12e-02 | 3.81e-01 | -5.06e-01 | -1.69e+00 |
go:0035303 | regulation of dephosphorylation | 9.85e-03 | 8.12e-02 | 3.81e-01 | 4.55e-01 | 1.63e+00 |
go:0043467 | regulation of generation of precursor metabolites and energy | 9.85e-03 | 8.12e-02 | 3.81e-01 | -4.26e-01 | -1.61e+00 |
reactome:R-HSA-169911 | Regulation of Apoptosis | 9.85e-03 | 8.12e-02 | 3.81e-01 | -4.27e-01 | -1.62e+00 |
reactome:R-HSA-6802952 | Signaling by BRAF and RAF1 fusions | 9.98e-03 | 8.20e-02 | 3.81e-01 | 5.59e-01 | 1.66e+00 |
msig:M5898 | HALLMARK_DNA_REPAIR | 1.01e-02 | 8.29e-02 | 3.81e-01 | -3.71e-01 | -1.53e+00 |
go:0002250 | adaptive immune response | 1.03e-02 | 8.32e-02 | 3.81e-01 | 4.89e-01 | 1.64e+00 |
reactome:R-HSA-453276 | Regulation of mitotic cell cycle | 1.03e-02 | 8.32e-02 | 3.81e-01 | -3.84e-01 | -1.55e+00 |
go:0070469 | respirasome | 1.02e-02 | 8.32e-02 | 3.81e-01 | -3.51e-01 | -1.49e+00 |
go:0006338 | chromatin remodeling | 1.03e-02 | 8.33e-02 | 3.81e-01 | 4.11e-01 | 1.55e+00 |
go:0032154 | cleavage furrow | 1.06e-02 | 8.50e-02 | 3.81e-01 | 6.10e-01 | 1.75e+00 |
go:0009636 | response to toxic substance | 1.07e-02 | 8.57e-02 | 3.81e-01 | -3.37e-01 | -1.49e+00 |
go:0090068 | positive regulation of cell cycle process | 1.07e-02 | 8.57e-02 | 3.81e-01 | 3.85e-01 | 1.58e+00 |
go:0007517 | muscle organ development | 1.09e-02 | 8.66e-02 | 3.81e-01 | 4.09e-01 | 1.55e+00 |
go:0097237 | cellular response to toxic substance | 1.10e-02 | 8.75e-02 | 3.81e-01 | -3.86e-01 | -1.55e+00 |
go:0009725 | response to hormone | 1.12e-02 | 8.80e-02 | 3.81e-01 | 3.01e-01 | 1.40e+00 |
go:0046825 | regulation of protein export from nucleus | 1.12e-02 | 8.80e-02 | 3.81e-01 | 6.16e-01 | 1.73e+00 |
go:0010833 | telomere maintenance via telomere lengthening | 1.13e-02 | 8.84e-02 | 3.81e-01 | 5.08e-01 | 1.68e+00 |
go:0033238 | regulation of cellular amine metabolic process | 1.17e-02 | 9.10e-02 | 3.81e-01 | -4.17e-01 | -1.60e+00 |
go:1901615 | organic hydroxy compound metabolic process | 1.16e-02 | 9.10e-02 | 3.81e-01 | 4.09e-01 | 1.59e+00 |
go:0000122 | negative regulation of transcription by RNA polymerase II | 1.18e-02 | 9.10e-02 | 3.81e-01 | 3.19e-01 | 1.41e+00 |
go:0090305 | nucleic acid phosphodiester bond hydrolysis | 1.17e-02 | 9.10e-02 | 3.81e-01 | -3.53e-01 | -1.50e+00 |
msig:M5915 | HALLMARK_APICAL_JUNCTION | 1.18e-02 | 9.11e-02 | 3.81e-01 | 4.71e-01 | 1.68e+00 |
go:0003007 | heart morphogenesis | 1.19e-02 | 9.11e-02 | 3.81e-01 | 5.22e-01 | 1.65e+00 |
go:0048771 | tissue remodeling | 1.19e-02 | 9.11e-02 | 3.81e-01 | 5.21e-01 | 1.65e+00 |
reactome:R-HSA-73894 | DNA Repair | 1.19e-02 | 9.13e-02 | 3.81e-01 | -3.32e-01 | -1.46e+00 |
go:0016491 | oxidoreductase activity | 1.20e-02 | 9.14e-02 | 3.81e-01 | -2.70e-01 | -1.33e+00 |
go:0030518 | intracellular steroid hormone receptor signaling pathway | 1.21e-02 | 9.14e-02 | 3.81e-01 | 5.30e-01 | 1.61e+00 |
go:0007178 | transmembrane receptor protein serine/threonine kinase signaling pathway | 1.20e-02 | 9.14e-02 | 3.81e-01 | 4.20e-01 | 1.58e+00 |
go:1901566 | organonitrogen compound biosynthetic process | 1.21e-02 | 9.14e-02 | 3.81e-01 | -2.24e-01 | -1.22e+00 |
reactome:R-HSA-5607761 | Dectin-1 mediated noncanonical NF-kB signaling | 1.22e-02 | 9.22e-02 | 3.81e-01 | -4.19e-01 | -1.59e+00 |
go:0060537 | muscle tissue development | 1.23e-02 | 9.27e-02 | 3.81e-01 | 4.05e-01 | 1.53e+00 |
go:0060284 | regulation of cell development | 1.24e-02 | 9.30e-02 | 3.81e-01 | 3.32e-01 | 1.48e+00 |
go:0008144 | drug binding | 1.25e-02 | 9.31e-02 | 3.81e-01 | 2.74e-01 | 1.35e+00 |
reactome:R-HSA-4641257 | Degradation of AXIN | 1.28e-02 | 9.41e-02 | 3.81e-01 | -4.17e-01 | -1.58e+00 |
reactome:R-HSA-5658442 | Regulation of RAS by GAPs | 1.28e-02 | 9.41e-02 | 3.81e-01 | -4.17e-01 | -1.58e+00 |
reactome:R-HSA-4641258 | Degradation of DVL | 1.28e-02 | 9.41e-02 | 3.81e-01 | -4.17e-01 | -1.58e+00 |
reactome:R-HSA-4608870 | Asymmetric localization of PCP proteins | 1.28e-02 | 9.41e-02 | 3.81e-01 | -4.17e-01 | -1.58e+00 |
go:0010564 | regulation of cell cycle process | 1.28e-02 | 9.41e-02 | 3.81e-01 | 2.89e-01 | 1.38e+00 |
go:0046649 | lymphocyte activation | 1.29e-02 | 9.45e-02 | 3.81e-01 | 3.59e-01 | 1.51e+00 |
go:0006401 | RNA catabolic process | 1.30e-02 | 9.47e-02 | 3.81e-01 | -2.74e-01 | -1.36e+00 |
go:0071103 | DNA conformation change | 1.32e-02 | 9.50e-02 | 3.81e-01 | 3.80e-01 | 1.56e+00 |
go:1904950 | negative regulation of establishment of protein localization | 1.33e-02 | 9.50e-02 | 3.81e-01 | 4.74e-01 | 1.66e+00 |
go:0043603 | cellular amide metabolic process | 1.32e-02 | 9.50e-02 | 3.81e-01 | -2.44e-01 | -1.30e+00 |
go:0008361 | regulation of cell size | 1.31e-02 | 9.50e-02 | 3.81e-01 | 4.86e-01 | 1.65e+00 |
reactome:R-HSA-9604323 | Negative regulation of NOTCH4 signaling | 1.33e-02 | 9.50e-02 | 3.81e-01 | -4.14e-01 | -1.58e+00 |
go:0006732 | 1.33e-02 | 9.50e-02 | 3.81e-01 | -4.13e-01 | -1.58e+00 | |
go:1990138 | neuron projection extension | 1.31e-02 | 9.50e-02 | 3.81e-01 | 5.11e-01 | 1.64e+00 |
msig:M7272 | KEGG_PARKINSONS_DISEASE | 1.33e-02 | 9.50e-02 | 3.81e-01 | -3.32e-01 | -1.47e+00 |
reactome:R-HSA-180585 | Vif-mediated degradation of APOBEC3G | 1.34e-02 | 9.55e-02 | 3.81e-01 | -4.13e-01 | -1.58e+00 |
go:0140014 | mitotic nuclear division | 1.35e-02 | 9.55e-02 | 3.81e-01 | 3.58e-01 | 1.51e+00 |
go:0042773 | ATP synthesis coupled electron transport | 1.35e-02 | 9.55e-02 | 3.81e-01 | -3.55e-01 | -1.51e+00 |
go:0016054 | organic acid catabolic process | 1.38e-02 | 9.69e-02 | 3.81e-01 | -4.56e-01 | -1.63e+00 |
reactome:R-HSA-5610787 | Hedgehog 'off' state | 1.38e-02 | 9.69e-02 | 3.81e-01 | -3.97e-01 | -1.57e+00 |
reactome:R-HSA-1268020 | Mitochondrial protein import | 1.40e-02 | 9.82e-02 | 3.81e-01 | -4.44e-01 | -1.65e+00 |
go:0003774 | motor activity | 1.40e-02 | 9.82e-02 | 3.81e-01 | 5.25e-01 | 1.60e+00 |
go:0048666 | neuron development | 1.42e-02 | 9.92e-02 | 3.81e-01 | 3.21e-01 | 1.44e+00 |
go:0005911 | cell-cell junction | 1.43e-02 | 9.92e-02 | 3.81e-01 | 3.80e-01 | 1.57e+00 |
go:0006310 | DNA recombination | 1.44e-02 | 9.97e-02 | 3.81e-01 | 3.87e-01 | 1.52e+00 |
go:0000922 | spindle pole | 1.44e-02 | 9.97e-02 | 3.81e-01 | 4.03e-01 | 1.53e+00 |
INDRA was used to automatically assemble known mechanisms related to ZRANB1 from literature and knowledge bases. The first section shows only DUB activity and the second shows all other results.