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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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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


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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
50813COPS7AP44T-EHumanEsophagusESCC6.97e-225.89e-010.1096
50813COPS7AP47T-EHumanEsophagusESCC1.66e-376.96e-010.1067
50813COPS7AP48T-EHumanEsophagusESCC4.70e-214.21e-010.0959
50813COPS7AP49T-EHumanEsophagusESCC8.51e-191.73e+000.1768
50813COPS7AP52T-EHumanEsophagusESCC2.93e-388.52e-010.1555
50813COPS7AP54T-EHumanEsophagusESCC5.40e-338.26e-010.0975
50813COPS7AP56T-EHumanEsophagusESCC7.65e-079.60e-010.1613
50813COPS7AP57T-EHumanEsophagusESCC1.10e-265.32e-010.0926
50813COPS7AP61T-EHumanEsophagusESCC2.97e-358.39e-010.099
50813COPS7AP62T-EHumanEsophagusESCC2.04e-641.08e+000.1302
50813COPS7AP65T-EHumanEsophagusESCC3.97e-275.42e-010.0978
50813COPS7AP74T-EHumanEsophagusESCC5.25e-318.85e-010.1479
50813COPS7AP75T-EHumanEsophagusESCC3.53e-295.73e-010.1125
50813COPS7AP76T-EHumanEsophagusESCC4.34e-439.18e-010.1207
50813COPS7AP79T-EHumanEsophagusESCC1.76e-336.57e-010.1154
50813COPS7AP80T-EHumanEsophagusESCC5.87e-581.50e+000.155
50813COPS7AP82T-EHumanEsophagusESCC1.98e-331.29e+000.1072
50813COPS7AP83T-EHumanEsophagusESCC2.92e-792.24e+000.1738
50813COPS7AP84T-EHumanEsophagusESCC7.99e-281.11e+000.0933
50813COPS7AP89T-EHumanEsophagusESCC1.77e-191.44e+000.1752
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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.

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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).
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
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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
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