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: CLIC5

Gene summary for CLIC5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLIC5

Gene ID

53405

Gene namechloride intracellular channel 5
Gene AliasDFNB102
Cytomap6p21.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q53G01


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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
53405CLIC5HTA11_2487_2000001011HumanColorectumSER6.00e-087.02e-01-0.1808
53405CLIC5HTA11_1938_2000001011HumanColorectumAD6.31e-065.73e-01-0.0811
53405CLIC5HTA11_78_2000001011HumanColorectumAD2.11e-035.26e-01-0.1088
53405CLIC5HTA11_347_2000001011HumanColorectumAD2.00e-156.78e-01-0.1954
53405CLIC5HTA11_411_2000001011HumanColorectumSER4.27e-049.86e-01-0.2602
53405CLIC5HTA11_696_2000001011HumanColorectumAD1.01e-064.80e-01-0.1464
53405CLIC5HTA11_2992_2000001011HumanColorectumSER2.29e-027.12e-01-0.1706
53405CLIC5HTA11_5212_2000001011HumanColorectumAD4.19e-026.19e-01-0.2061
53405CLIC5HTA11_99999970781_79442HumanColorectumMSS4.29e-124.37e-010.294
53405CLIC5A015-C-203HumanColorectumFAP2.88e-03-1.88e-01-0.1294
53405CLIC5A002-C-205HumanColorectumFAP8.98e-03-2.06e-01-0.1236
53405CLIC5A015-C-104HumanColorectumFAP1.58e-03-1.92e-01-0.1899
53405CLIC5A002-C-116HumanColorectumFAP2.48e-02-1.23e-01-0.0452
53405CLIC5A008-E-015HumanColorectumFAP6.05e-032.91e-010.0177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0006575ColorectumADcellular modified amino acid metabolic process59/3918188/187234.80e-045.27e-0359
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
GO:00065751ColorectumMSScellular modified amino acid metabolic process55/3467188/187232.16e-043.01e-0355
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
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
CLIC5SNVMissense_Mutationc.100G>Ap.Asp34Asnp.D34NQ9NZA1protein_codingtolerated_low_confidence(0.07)benign(0.006)TCGA-A2-A04X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CLIC5SNVMissense_Mutationnovelc.420C>Ap.Ser140Argp.S140RQ9NZA1protein_codingtolerated_low_confidence(0.19)benign(0)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
CLIC5SNVMissense_Mutationnovelc.385N>Gp.Ser129Glyp.S129GQ9NZA1protein_codingtolerated_low_confidence(0.23)benign(0)TCGA-OL-A66P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
CLIC5insertionFrame_Shift_Insnovelc.66_67insCCp.Asp23ProfsTer19p.D23Pfs*19Q9NZA1protein_codingTCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
CLIC5insertionFrame_Shift_Insnovelc.65_66insCGp.Asp23GlufsTer19p.D23Efs*19Q9NZA1protein_codingTCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
CLIC5deletionFrame_Shift_Delc.681delNp.Gly228AlafsTer7p.G228Afs*7Q9NZA1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CLIC5SNVMissense_Mutationc.359N>Ap.Cys120Tyrp.C120YQ9NZA1protein_codingtolerated_low_confidence(1)benign(0)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CLIC5SNVMissense_Mutationnovelc.400N>Cp.Asp134Hisp.D134HQ9NZA1protein_codingdeleterious_low_confidence(0.03)benign(0.007)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLIC5SNVMissense_Mutationrs202022202c.1216N>Tp.Arg406Cysp.R406CQ9NZA1protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
CLIC5SNVMissense_Mutationnovelc.204N>Cp.Glu68Aspp.E68DQ9NZA1protein_codingtolerated_low_confidence(0.16)benign(0.001)TCGA-A5-A0R8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
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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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