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: CACNG8

Gene summary for CACNG8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CACNG8

Gene ID

59283

Gene namecalcium voltage-gated channel auxiliary subunit gamma 8
Gene AliasCACNG8
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q8WXS5


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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
59283CACNG8HCC2_MengHumanLiverHCC2.53e-061.45e-010.0107
59283CACNG8HCC1HumanLiverHCC1.19e-141.38e+000.5336
59283CACNG8HCC2HumanLiverHCC6.81e-312.29e+000.5341
59283CACNG8HCC5HumanLiverHCC4.86e-361.90e+000.4932
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000703421LiverHCCvacuolar transport108/7958157/187232.22e-118.69e-10108
GO:000704121LiverHCClysosomal transport76/7958114/187231.56e-072.88e-0676
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:007266521LiverHCCprotein localization to vacuole48/795867/187231.27e-061.85e-0548
GO:00726662LiverHCCestablishment of protein localization to vacuole35/795849/187233.90e-053.85e-0435
GO:004311221LiverHCCreceptor metabolic process96/7958166/187234.69e-054.50e-0496
GO:00614621LiverHCCprotein localization to lysosome33/795846/187235.63e-055.26e-0433
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
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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
CACNG8SNVMissense_Mutationnovelc.238G>Ap.Gly80Serp.G80SQ8WXS5protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-A2-A0CK-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
CACNG8SNVMissense_Mutationc.424N>Tp.Gly142Trpp.G142WQ8WXS5protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CACNG8SNVMissense_Mutationnovelc.618N>Gp.Phe206Leup.F206LQ8WXS5protein_codingdeleterious(0.02)probably_damaging(0.979)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
CACNG8SNVMissense_Mutationc.223N>Cp.Glu75Glnp.E75QQ8WXS5protein_codingtolerated(0.23)benign(0.288)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CACNG8SNVMissense_Mutationnovelc.293N>Tp.Arg98Ilep.R98IQ8WXS5protein_codingdeleterious(0)benign(0.038)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CACNG8SNVMissense_Mutationc.691A>Gp.Ser231Glyp.S231GQ8WXS5protein_codingdeleterious(0.02)benign(0.121)TCGA-QG-A5YW-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabineCR
CACNG8SNVMissense_Mutationnovelc.340G>Tp.Asp114Tyrp.D114YQ8WXS5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CACNG8SNVMissense_Mutationnovelc.353N>Tp.Ala118Valp.A118VQ8WXS5protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CACNG8SNVMissense_Mutationnovelc.361C>Ap.Leu121Ilep.L121IQ8WXS5protein_codingtolerated(0.2)probably_damaging(0.99)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CACNG8SNVMissense_Mutationnovelc.592N>Cp.Asn198Hisp.N198HQ8WXS5protein_codingtolerated(0.25)possibly_damaging(0.814)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
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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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