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: COPS7A

Gene summary for COPS7A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COPS7A

Gene ID

50813

Gene nameCOP9 signalosome subunit 7A
Gene AliasCSN7
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0000338

UniProtAcc

Q9UBW8


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
50813COPS7ALZE2THumanEsophagusESCC1.18e-066.44e-010.082
50813COPS7ALZE4THumanEsophagusESCC1.20e-091.78e-010.0811
50813COPS7ALZE7THumanEsophagusESCC2.31e-064.99e-010.0667
50813COPS7ALZE8THumanEsophagusESCC5.06e-237.82e-010.067
50813COPS7ALZE20THumanEsophagusESCC1.11e-083.16e-010.0662
50813COPS7ALZE22D1HumanEsophagusHGIN2.30e-062.16e-010.0595
50813COPS7ALZE22THumanEsophagusESCC2.06e-136.65e-010.068
50813COPS7ALZE24THumanEsophagusESCC7.12e-398.67e-010.0596
50813COPS7ALZE21THumanEsophagusESCC2.58e-084.16e-010.0655
50813COPS7ALZE6THumanEsophagusESCC5.11e-063.58e-010.0845
50813COPS7AP1T-EHumanEsophagusESCC4.51e-083.71e-010.0875
50813COPS7AP2T-EHumanEsophagusESCC1.15e-366.87e-010.1177
50813COPS7AP4T-EHumanEsophagusESCC8.85e-551.16e+000.1323
50813COPS7AP5T-EHumanEsophagusESCC1.28e-387.82e-010.1327
50813COPS7AP8T-EHumanEsophagusESCC1.33e-507.61e-010.0889
50813COPS7AP9T-EHumanEsophagusESCC7.87e-204.02e-010.1131
50813COPS7AP10T-EHumanEsophagusESCC3.55e-264.92e-010.116
50813COPS7AP11T-EHumanEsophagusESCC8.57e-215.48e-010.1426
50813COPS7AP12T-EHumanEsophagusESCC3.24e-581.04e+000.1122
50813COPS7AP15T-EHumanEsophagusESCC8.50e-306.33e-010.1149
Page: 1 2 3 4 5 6 

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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00003383EsophagusHGINprotein deneddylation6/258710/187238.81e-041.13e-026
GO:00706463EsophagusHGINprotein modification by small protein removal34/2587157/187234.68e-034.02e-0234
GO:007064612EsophagusESCCprotein modification by small protein removal95/8552157/187231.25e-048.56e-0495
GO:000033812EsophagusESCCprotein deneddylation10/855210/187233.94e-042.26e-0310
GO:0000338LiverCirrhoticprotein deneddylation7/463410/187233.29e-031.83e-027
GO:00706461LiverHCCprotein modification by small protein removal91/7958157/187236.50e-055.92e-0491
GO:00003381LiverHCCprotein deneddylation9/795810/187232.79e-031.31e-029
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:000033811Oral cavityLPprotein deneddylation9/462310/187232.64e-054.21e-049
GO:00003384SkincSCCprotein deneddylation10/486410/187231.39e-062.40e-0510
GO:00706464SkincSCCprotein modification by small protein removal55/4864157/187237.29e-033.46e-0255
GO:00706465ThyroidPTCprotein modification by small protein removal71/5968157/187233.03e-042.12e-0371
GO:007064613ThyroidATCprotein modification by small protein removal71/6293157/187231.59e-037.99e-0371
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
COPS7ASNVMissense_Mutationc.668N>Tp.Thr223Metp.T223MQ9UBW8protein_codingdeleterious(0.01)possibly_damaging(0.655)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
COPS7ASNVMissense_Mutationrs770890062c.490N>Tp.Arg164Cysp.R164CQ9UBW8protein_codingdeleterious(0.01)possibly_damaging(0.731)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COPS7ASNVMissense_Mutationc.656N>Tp.Thr219Ilep.T219IQ9UBW8protein_codingdeleterious(0.03)benign(0.36)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
COPS7ASNVMissense_Mutationc.754C>Tp.Arg252Cysp.R252CQ9UBW8protein_codingdeleterious(0.01)possibly_damaging(0.719)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
COPS7AdeletionFrame_Shift_Delc.649delNp.Thr219ProfsTer21p.T219Pfs*21Q9UBW8protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
COPS7AdeletionFrame_Shift_Delc.649delNp.Thr219ProfsTer21p.T219Pfs*21Q9UBW8protein_codingTCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
COPS7AinsertionIn_Frame_Insnovelc.426_427insAGTAGAGAAp.Arg142_Gly143insSerArgGlup.R142_G143insSREQ9UBW8protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COPS7ASNVMissense_Mutationnovelc.137T>Gp.Leu46Argp.L46RQ9UBW8protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
COPS7ASNVMissense_Mutationnovelc.295N>Ap.Leu99Ilep.L99IQ9UBW8protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COPS7ASNVMissense_Mutationnovelc.376C>Tp.Arg126Trpp.R126WQ9UBW8protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
Page: 1 2 3 

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