Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: COPS4

Gene summary for COPS4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COPS4

Gene ID

51138

Gene nameCOP9 signalosome subunit 4
Gene AliasCSN4
Cytomap4q21.22
Gene Typeprotein-coding
GO ID

GO:0000338

UniProtAcc

Q9BT78


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
51138COPS4LZE4THumanEsophagusESCC8.16e-112.65e-010.0811
51138COPS4LZE5THumanEsophagusESCC1.10e-022.14e-010.0514
51138COPS4LZE7THumanEsophagusESCC2.58e-053.31e-010.0667
51138COPS4LZE8THumanEsophagusESCC9.48e-082.40e-010.067
51138COPS4LZE24THumanEsophagusESCC3.69e-061.98e-010.0596
51138COPS4LZE21THumanEsophagusESCC1.32e-021.24e-010.0655
51138COPS4LZE6THumanEsophagusESCC1.12e-052.49e-010.0845
51138COPS4P1T-EHumanEsophagusESCC4.26e-022.40e-010.0875
51138COPS4P2T-EHumanEsophagusESCC3.56e-295.37e-010.1177
51138COPS4P4T-EHumanEsophagusESCC3.95e-257.03e-010.1323
51138COPS4P5T-EHumanEsophagusESCC1.20e-041.19e-010.1327
51138COPS4P8T-EHumanEsophagusESCC3.65e-162.28e-010.0889
51138COPS4P9T-EHumanEsophagusESCC1.54e-132.10e-010.1131
51138COPS4P10T-EHumanEsophagusESCC2.61e-212.80e-010.116
51138COPS4P11T-EHumanEsophagusESCC1.35e-145.20e-010.1426
51138COPS4P12T-EHumanEsophagusESCC2.39e-234.51e-010.1122
51138COPS4P15T-EHumanEsophagusESCC3.41e-245.50e-010.1149
51138COPS4P16T-EHumanEsophagusESCC1.36e-254.44e-010.1153
51138COPS4P17T-EHumanEsophagusESCC1.57e-113.47e-010.1278
51138COPS4P19T-EHumanEsophagusESCC2.10e-053.16e-010.1662
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:007064612EsophagusESCCprotein modification by small protein removal95/8552157/187231.25e-048.56e-0495
GO:000033812EsophagusESCCprotein deneddylation10/855210/187233.94e-042.26e-0310
GO:00003382Oral cavityOSCCprotein deneddylation10/730510/187238.14e-056.26e-0410
GO:00706462Oral cavityOSCCprotein modification by small protein removal77/7305157/187236.55e-032.43e-0277
GO:00003384SkincSCCprotein deneddylation10/486410/187231.39e-062.40e-0510
GO:00706464SkincSCCprotein modification by small protein removal55/4864157/187237.29e-033.46e-0255
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
COPS4insertionNonsense_Mutationnovelc.529_530insCCTp.Glu177delinsAlaTerp.E177delinsA*protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
COPS4insertionNonsense_Mutationnovelc.531_532insACTGGGCAGTTGTTCTTTTAAGATCTTTAGCTTGTGAGATp.Ser178ThrfsTer7p.S178Tfs*7protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
COPS4SNVMissense_Mutationc.932N>Tp.Ser311Phep.S311Fprotein_codingdeleterious(0)probably_damaging(0.979)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COPS4SNVMissense_Mutationc.64N>Ap.Leu22Metp.L22Mprotein_codingtolerated(0.06)possibly_damaging(0.564)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COPS4SNVMissense_Mutationc.505A>Cp.Asn169Hisp.N169Hprotein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
COPS4SNVMissense_Mutationnovelc.185N>Tp.Ser62Leup.S62Lprotein_codingdeleterious(0)possibly_damaging(0.754)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COPS4SNVMissense_Mutationrs781748264c.84N>Tp.Gln28Hisp.Q28Hprotein_codingtolerated(0.18)benign(0)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
COPS4SNVMissense_Mutationnovelc.986A>Cp.Glu329Alap.E329Aprotein_codingtolerated(0.18)benign(0.334)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
COPS4SNVMissense_Mutationc.574N>Ap.Ala192Thrp.A192Tprotein_codingdeleterious(0)probably_damaging(0.923)TCGA-BG-A0VZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
COPS4SNVMissense_Mutationnovelc.98C>Tp.Ala33Valp.A33Vprotein_codingtolerated(0.66)benign(0)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1