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: COPS7B

Gene summary for COPS7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COPS7B

Gene ID

64708

Gene nameCOP9 signalosome subunit 7B
Gene AliasCSN7B
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0000338

UniProtAcc

J3KQ34


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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
64708COPS7BLZE4THumanEsophagusESCC9.40e-048.71e-020.0811
64708COPS7BLZE7THumanEsophagusESCC1.73e-061.98e-010.0667
64708COPS7BLZE8THumanEsophagusESCC1.65e-081.67e-010.067
64708COPS7BLZE20THumanEsophagusESCC1.46e-081.96e-010.0662
64708COPS7BLZE24THumanEsophagusESCC6.32e-144.34e-010.0596
64708COPS7BLZE21THumanEsophagusESCC1.38e-032.66e-010.0655
64708COPS7BLZE6THumanEsophagusESCC1.70e-042.17e-010.0845
64708COPS7BP1T-EHumanEsophagusESCC1.40e-022.79e-010.0875
64708COPS7BP2T-EHumanEsophagusESCC2.26e-162.92e-010.1177
64708COPS7BP4T-EHumanEsophagusESCC8.42e-202.52e-010.1323
64708COPS7BP5T-EHumanEsophagusESCC8.25e-132.80e-010.1327
64708COPS7BP8T-EHumanEsophagusESCC2.83e-142.85e-010.0889
64708COPS7BP9T-EHumanEsophagusESCC5.84e-051.09e-010.1131
64708COPS7BP10T-EHumanEsophagusESCC3.18e-214.14e-010.116
64708COPS7BP11T-EHumanEsophagusESCC1.71e-145.74e-010.1426
64708COPS7BP12T-EHumanEsophagusESCC1.42e-204.11e-010.1122
64708COPS7BP15T-EHumanEsophagusESCC4.80e-174.52e-010.1149
64708COPS7BP16T-EHumanEsophagusESCC8.26e-335.22e-010.1153
64708COPS7BP17T-EHumanEsophagusESCC2.44e-032.20e-010.1278
64708COPS7BP19T-EHumanEsophagusESCC7.49e-044.57e-010.1662
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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
∗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:007064612EsophagusESCCprotein modification by small protein removal95/8552157/187231.25e-048.56e-0495
GO:000033812EsophagusESCCprotein deneddylation10/855210/187233.94e-042.26e-0310
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
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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
COPS7BSNVMissense_Mutationc.112C>Tp.Pro38Serp.P38Sprotein_codingdeleterious(0.04)possibly_damaging(0.749)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
COPS7BinsertionFrame_Shift_Insnovelc.162_162+1insCTTGCGGAAGGAGCTAATGCTGCTTATTTGCAGTTGTTp.Leu67PhefsTer14p.L67Ffs*14protein_codingTCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationc.391C>Ap.Leu131Ilep.L131Iprotein_codingtolerated(0.06)possibly_damaging(0.822)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationc.115N>Ap.Gly39Argp.G39Rprotein_codingdeleterious(0)possibly_damaging(0.721)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationrs774931366c.154N>Ap.Val52Metp.V52Mprotein_codingdeleterious(0)probably_damaging(0.982)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationnovelc.328N>Cp.Cys110Argp.C110Rprotein_codingtolerated(0.08)benign(0.007)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
COPS7BSNVMissense_Mutationc.266G>Ap.Ser89Asnp.S89Nprotein_codingdeleterious(0.04)benign(0.079)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationnovelc.181N>Tp.Ala61Serp.A61Sprotein_codingtolerated(0.23)benign(0.036)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
COPS7BSNVMissense_Mutationnovelc.404N>Ap.Ala135Aspp.A135Dprotein_codingdeleterious(0)probably_damaging(0.974)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COPS7BSNVMissense_Mutationnovelc.290N>Cp.Lys97Thrp.K97Tprotein_codingdeleterious(0.01)possibly_damaging(0.802)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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