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: CLIC3

Gene summary for CLIC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLIC3

Gene ID

9022

Gene namechloride intracellular channel 3
Gene AliasCLIC3
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006518

UniProtAcc

O95833


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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
9022CLIC3GSM4909281HumanBreastIDC1.45e-041.66e-010.21
9022CLIC3GSM4909285HumanBreastIDC8.52e-041.21e-010.21
9022CLIC3GSM4909295HumanBreastIDC4.06e-043.21e-010.0898
9022CLIC3GSM4909315HumanBreastIDC2.60e-691.30e+000.21
9022CLIC3GSM4909316HumanBreastIDC9.93e-391.42e+000.21
9022CLIC3GSM4909317HumanBreastIDC1.40e-368.49e-010.1355
9022CLIC3GSM4909318HumanBreastIDC5.63e-055.77e-010.2031
9022CLIC3LZE5THumanEsophagusESCC1.60e-058.30e-010.0514
9022CLIC3LZE20THumanEsophagusESCC8.21e-064.65e-010.0662
9022CLIC3LZE22THumanEsophagusESCC1.45e-044.89e-010.068
9022CLIC3P2T-EHumanEsophagusESCC6.10e-072.52e-010.1177
9022CLIC3P8T-EHumanEsophagusESCC1.18e-267.31e-010.0889
9022CLIC3P11T-EHumanEsophagusESCC5.32e-117.32e-010.1426
9022CLIC3P17T-EHumanEsophagusESCC1.19e-054.30e-010.1278
9022CLIC3P21T-EHumanEsophagusESCC6.22e-093.35e-010.1617
9022CLIC3P24T-EHumanEsophagusESCC2.82e-022.16e-010.1287
9022CLIC3P31T-EHumanEsophagusESCC6.46e-034.36e-010.1251
9022CLIC3P37T-EHumanEsophagusESCC2.91e-042.02e-010.1371
9022CLIC3P38T-EHumanEsophagusESCC3.14e-083.59e-010.127
9022CLIC3P39T-EHumanEsophagusESCC3.41e-054.69e-010.0894
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:000674912EsophagusESCCglutathione metabolic process42/855264/187231.01e-035.12e-0342
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:00065756Oral cavityOSCCcellular modified amino acid metabolic process91/7305188/187235.33e-032.07e-0291
GO:0006749StomachGCglutathione metabolic process13/115964/187231.25e-042.36e-0313
GO:00067903StomachGCsulfur compound metabolic process35/1159339/187232.10e-032.10e-0235
GO:00067491StomachCAG with IMglutathione metabolic process12/105064/187231.99e-043.74e-0312
GO:00067492StomachCSGglutathione metabolic process12/103464/187231.73e-043.37e-0312
GO:00065759ThyroidHTcellular modified amino acid metabolic process28/1272188/187237.21e-051.31e-0328
GO:00067499ThyroidHTglutathione metabolic process11/127264/187233.62e-032.74e-0211
GO:000657513ThyroidPTCcellular modified amino acid metabolic process85/5968188/187238.29e-057.01e-0485
GO:000657522ThyroidATCcellular modified amino acid metabolic process82/6293188/187232.60e-031.20e-0282
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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
CLIC3SNVMissense_Mutationnovelc.215N>Cp.Lys72Thrp.K72TO95833protein_codingdeleterious(0)probably_damaging(0.933)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CLIC3SNVMissense_Mutationc.235N>Ap.Glu79Lysp.E79KO95833protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationnovelc.90N>Ap.Met30Ilep.M30IO95833protein_codingdeleterious(0.02)benign(0.005)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationc.176N>Ap.Gly59Aspp.G59DO95833protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
CLIC3SNVMissense_Mutationc.254N>Tp.Thr85Metp.T85MO95833protein_codingtolerated(0.11)benign(0.036)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationc.275N>Tp.Pro92Leup.P92LO95833protein_codingtolerated(0.13)probably_damaging(0.956)TCGA-F4-6461-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CLIC3SNVMissense_Mutationc.431C>Tp.Ala144Valp.A144VO95833protein_codingdeleterious(0.02)benign(0.003)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationnovelc.109N>Ap.Val37Ilep.V37IO95833protein_codingdeleterious(0.04)benign(0.075)TCGA-AJ-A8CT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationc.341N>Tp.Ala114Valp.A114VO95833protein_codingdeleterious(0.02)benign(0.007)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CLIC3SNVMissense_Mutationnovelc.578N>Tp.Ala193Valp.A193VO95833protein_codingdeleterious(0.01)benign(0)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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