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: GJB6

Gene summary for GJB6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GJB6

Gene ID

10804

Gene namegap junction protein beta 6
Gene AliasCX30
Cytomap13q12.11
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

A0A024RDS4


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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
10804GJB6CA_HPV_3HumanCervixCC1.70e-042.20e-010.0414
10804GJB6TumorHumanCervixCC3.45e-337.51e-010.1241
10804GJB6sample3HumanCervixCC2.43e-468.68e-010.1387
10804GJB6L1HumanCervixCC1.77e-044.03e-010.0802
10804GJB6T3HumanCervixCC7.50e-498.92e-010.1389
10804GJB6LZE4THumanEsophagusESCC6.82e-159.63e-010.0811
10804GJB6LZE8THumanEsophagusESCC1.85e-026.72e-020.067
10804GJB6P4T-EHumanEsophagusESCC1.24e-221.03e+000.1323
10804GJB6P5T-EHumanEsophagusESCC4.84e-031.77e-010.1327
10804GJB6P9T-EHumanEsophagusESCC9.17e-125.77e-010.1131
10804GJB6P10T-EHumanEsophagusESCC2.89e-561.78e+000.116
10804GJB6P11T-EHumanEsophagusESCC3.94e-051.37e+000.1426
10804GJB6P12T-EHumanEsophagusESCC5.96e-134.10e-010.1122
10804GJB6P15T-EHumanEsophagusESCC8.60e-135.03e-010.1149
10804GJB6P17T-EHumanEsophagusESCC4.06e-061.35e+000.1278
10804GJB6P19T-EHumanEsophagusESCC3.03e-021.15e+000.1662
10804GJB6P21T-EHumanEsophagusESCC1.41e-301.07e+000.1617
10804GJB6P22T-EHumanEsophagusESCC8.30e-551.50e+000.1236
10804GJB6P23T-EHumanEsophagusESCC4.44e-062.76e-010.108
10804GJB6P26T-EHumanEsophagusESCC1.38e-144.91e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:00452169CervixCCcell-cell junction organization53/2311200/187233.83e-082.53e-0653
GO:00075689CervixCCaging75/2311339/187232.75e-071.13e-0575
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00022379CervixCCresponse to molecule of bacterial origin78/2311363/187235.55e-072.06e-0578
GO:00324969CervixCCresponse to lipopolysaccharide74/2311343/187239.15e-073.25e-0574
GO:00070439CervixCCcell-cell junction assembly39/2311146/187231.86e-065.94e-0539
GO:00018949CervixCCtissue homeostasis57/2311268/187232.43e-054.21e-0457
GO:00602498CervixCCanatomical structure homeostasis63/2311314/187236.03e-058.68e-0463
GO:000974310CervixCCresponse to carbohydrate53/2311253/187237.02e-059.85e-0453
GO:003428410CervixCCresponse to monosaccharide48/2311225/187239.48e-051.25e-0348
GO:00605375CervixCCmuscle tissue development76/2311403/187239.76e-051.27e-0376
GO:00147064CervixCCstriated muscle tissue development72/2311384/187231.76e-042.07e-0372
GO:00106444CervixCCcell communication by electrical coupling12/231132/187232.53e-042.79e-0312
GO:000974610CervixCCresponse to hexose45/2311219/187233.73e-043.86e-0345
GO:00356336CervixCCmaintenance of blood-brain barrier12/231135/187236.55e-046.05e-0312
GO:00425939CervixCCglucose homeostasis50/2311258/187237.57e-046.76e-0350
GO:00335009CervixCCcarbohydrate homeostasis50/2311259/187238.28e-047.22e-0350
GO:00016788CervixCCcellular glucose homeostasis36/2311172/187239.65e-048.09e-0336
GO:00097499CervixCCresponse to glucose42/2311212/187231.23e-039.87e-0342
GO:00713229CervixCCcellular response to carbohydrate stimulus33/2311163/187232.71e-031.85e-0233
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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
GJB6SNVMissense_Mutationc.202N>Ap.Phe68Ilep.F68IO95452protein_codingtolerated(0.07)possibly_damaging(0.847)TCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GJB6SNVMissense_Mutationrs571454176c.301N>Ap.Glu101Lysp.E101KO95452protein_codingtolerated(0.33)benign(0.089)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationc.409N>Gp.Thr137Alap.T137AO95452protein_codingdeleterious(0.04)benign(0.02)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
GJB6SNVMissense_Mutationc.596C>Ap.Ser199Tyrp.S199YO95452protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationrs200881320c.593C>Tp.Ala198Valp.A198VO95452protein_codingtolerated(0.28)benign(0.014)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationnovelc.305C>Tp.Thr102Ilep.T102IO95452protein_codingtolerated(0.08)benign(0.062)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
GJB6SNVMissense_Mutationrs28937872c.263N>Tp.Ala88Valp.A88VO95452protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationrs104894414c.14N>Tp.Thr5Metp.T5MO95452protein_codingtolerated(0.11)probably_damaging(0.927)TCGA-B5-A0JR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationnovelc.457N>Cp.Val153Leup.V153LO95452protein_codingtolerated(0.93)benign(0.001)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GJB6SNVMissense_Mutationnovelc.337N>Gp.Asn113Aspp.N113DO95452protein_codingtolerated(0.49)benign(0)TCGA-BG-A222-01Endometriumuterine 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
10804GJB6ION CHANNELinhibitor178101095OCTANOL
10804GJB6ION CHANNELinhibitor135650269
10804GJB6ION CHANNELinhibitor178100972CARBENOXOLONE
10804GJB6ION CHANNELinhibitor135652731
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