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: CLIC6

Gene summary for CLIC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLIC6

Gene ID

54102

Gene namechloride intracellular channel 6
Gene AliasCLIC1L
Cytomap21q22.12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96NY7


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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
54102CLIC6GSM4909301HumanBreastIDC4.73e-032.78e-010.1577
54102CLIC6GSM4909302HumanBreastIDC1.94e-591.12e+000.1545
54102CLIC6GSM4909303HumanBreastIDC2.57e-054.03e-010.0438
54102CLIC6GSM4909304HumanBreastIDC5.05e-619.85e-010.1636
54102CLIC6NCCBC11HumanBreastDCIS4.45e-138.50e-010.1232
54102CLIC6NCCBC3HumanBreastDCIS1.91e-042.87e-010.1198
54102CLIC6HTA11_7663_2000001011HumanColorectumSER4.68e-036.76e-010.0131
54102CLIC6HTA11_7696_3000711011HumanColorectumAD8.12e-031.97e-010.0674
54102CLIC6A015-C-202HumanColorectumFAP1.34e-052.79e-01-0.0849
54102CLIC6RNA-P17T-P17T-2HumanLungIAC1.46e-121.15e+000.3371
54102CLIC6RNA-P17T-P17T-4HumanLungIAC1.01e-079.67e-010.343
54102CLIC6RNA-P17T-P17T-6HumanLungIAC4.07e-069.93e-010.3385
54102CLIC6RNA-P17T-P17T-8HumanLungIAC4.38e-098.29e-010.3329
54102CLIC6RNA-P6T1-P6T1-2HumanLungMIAC5.50e-047.85e-01-0.0186
54102CLIC6RNA-P6T1-P6T1-3HumanLungMIAC4.57e-025.20e-01-0.0296
54102CLIC6RNA-P6T1-P6T1-4HumanLungMIAC1.64e-048.41e-01-0.0263
54102CLIC6RNA-P6T2-P6T2-1HumanLungIAC2.41e-073.33e-01-0.0166
54102CLIC6RNA-P6T2-P6T2-2HumanLungIAC1.19e-123.70e-01-0.0132
54102CLIC6RNA-P6T2-P6T2-3HumanLungIAC5.20e-144.19e-01-0.013
54102CLIC6RNA-P6T2-P6T2-4HumanLungIAC1.75e-124.40e-01-0.0121
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00156981ColorectumFAPinorganic anion transport38/2622180/187235.73e-033.67e-0238
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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
CLIC6SNVMissense_Mutationnovelc.1252N>Tp.Ala418Serp.A418SQ96NY7protein_codingdeleterious(0.03)benign(0.062)TCGA-AC-A8OR-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationc.2036N>Ap.Arg679Lysp.R679KQ96NY7protein_codingdeleterious(0.02)probably_damaging(0.928)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
CLIC6SNVMissense_Mutationc.2046N>Ap.Phe682Leup.F682LQ96NY7protein_codingdeleterious(0)probably_damaging(0.963)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationrs141470374c.1910C>Tp.Thr637Metp.T637MQ96NY7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CLIC6SNVMissense_Mutationrs148002160c.1546N>Ap.Ala516Thrp.A516TQ96NY7protein_codingdeleterious(0.03)benign(0.026)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationrs772153839c.2027N>Tp.Ala676Valp.A676VQ96NY7protein_codingdeleterious(0.01)benign(0.273)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationc.2109G>Tp.Met703Ilep.M703IQ96NY7protein_codingdeleterious(0.02)benign(0.066)TCGA-AA-3955-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycapecitabineCR
CLIC6SNVMissense_Mutationc.1378A>Cp.Lys460Glnp.K460QQ96NY7protein_codingtolerated_low_confidence(0.11)benign(0.02)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationc.1489C>Ap.Leu497Ilep.L497IQ96NY7protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC6SNVMissense_Mutationrs145427334c.1705G>Ap.Ala569Thrp.A569TQ96NY7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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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