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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CLIC2

Gene summary for CLIC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLIC2

Gene ID

1193

Gene namechloride intracellular channel 2
Gene AliasCLCNL2
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

O15247


Top

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
1193CLIC2HCC1_MengHumanLiverHCC4.07e-286.92e-020.0246
1193CLIC2HCC2HumanLiverHCC9.68e-042.36e+000.5341
1193CLIC2S016HumanLiverHCC2.32e-021.26e-010.2243
1193CLIC2S027HumanLiverHCC6.12e-131.24e+000.2446
1193CLIC2S028HumanLiverHCC1.73e-261.07e+000.2503
1193CLIC2S029HumanLiverHCC3.48e-291.36e+000.2581
1193CLIC2Adj_PTCwithHT_6HumanThyroidHT3.49e-10-5.12e-010.02
1193CLIC2Adj_PTCwithHT_8HumanThyroidHT2.61e-03-4.27e-010.0267
1193CLIC2PTCwithHT_6HumanThyroidHT8.77e-03-4.49e-010.02
1193CLIC2PTCwithHT_8HumanThyroidHT4.33e-07-4.56e-010.0351
1193CLIC2PTCwithoutHT_2HumanThyroidPTC8.51e-07-4.69e-010.0419
1193CLIC2male-WTAHumanThyroidPTC8.84e-32-3.53e-010.1037
1193CLIC2PTC01HumanThyroidPTC9.97e-24-3.63e-010.1899
1193CLIC2PTC03HumanThyroidPTC1.23e-04-3.10e-010.1784
1193CLIC2PTC04HumanThyroidPTC3.54e-18-3.26e-010.1927
1193CLIC2PTC05HumanThyroidPTC2.57e-06-1.22e-010.2065
1193CLIC2PTC06HumanThyroidPTC3.14e-17-2.67e-010.2057
1193CLIC2PTC07HumanThyroidPTC4.56e-16-1.91e-010.2044
1193CLIC2ATC08HumanThyroidATC3.74e-02-4.90e-010.0541
1193CLIC2ATC09HumanThyroidATC1.31e-02-5.09e-010.2871
Page: 1 2 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:000657521LiverHCCcellular modified amino acid metabolic process119/7958188/187236.47e-091.67e-07119
GO:005109922LiverHCCpositive regulation of binding108/7958173/187239.22e-081.83e-06108
GO:000963622LiverHCCresponse to toxic substance153/7958262/187231.37e-072.58e-06153
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:000674911LiverHCCglutathione metabolic process44/795864/187231.95e-052.09e-0444
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:199074812LiverHCCcellular detoxification70/7958116/187237.87e-057.02e-0470
GO:009723712LiverHCCcellular response to toxic substance74/7958124/187238.36e-057.36e-0474
GO:009875412LiverHCCdetoxification87/7958152/187231.70e-041.35e-0387
GO:009886912LiverHCCcellular oxidant detoxification59/7958101/187239.00e-045.31e-0359
GO:0060315LiverHCCnegative regulation of ryanodine-sensitive calcium-release channel activity9/795811/187239.51e-033.60e-029
GO:0010882LiverHCCregulation of cardiac muscle contraction by calcium ion signaling18/795827/187239.75e-033.66e-0218
GO:0010881LiverHCCregulation of cardiac muscle contraction by regulation of the release of sequestered calcium ion15/795822/187231.35e-024.80e-0215
GO:000963627ThyroidHTresponse to toxic substance50/1272262/187232.25e-113.75e-0950
GO:199074827ThyroidHTcellular detoxification31/1272116/187232.29e-113.75e-0931
GO:009875420ThyroidHTdetoxification36/1272152/187232.63e-114.07e-0936
GO:009723727ThyroidHTcellular response to toxic substance32/1272124/187233.00e-114.51e-0932
GO:009886926ThyroidHTcellular oxidant detoxification26/1272101/187232.23e-092.26e-0726
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
CLIC2SNVMissense_Mutationc.58G>Ap.Ala20Thrp.A20TO15247protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CLIC2SNVMissense_Mutationrs782061657c.19N>Ap.Gly7Serp.G7SO15247protein_codingtolerated(0.27)benign(0)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
CLIC2SNVMissense_Mutationc.418N>Tp.Leu140Phep.L140FO15247protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLIC2SNVMissense_Mutationrs782270791c.212C>Tp.Pro71Leup.P71LO15247protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CLIC2SNVMissense_Mutationc.278N>Gp.Thr93Serp.T93SO15247protein_codingtolerated(0.12)benign(0.035)TCGA-AG-A036-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilCR
CLIC2SNVMissense_Mutationrs781997025c.519C>Ap.Phe173Leup.F173LO15247protein_codingdeleterious(0)possibly_damaging(0.495)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CLIC2SNVMissense_Mutationrs191446056c.13C>Tp.Arg5Trpp.R5WO15247protein_codingdeleterious(0)benign(0.185)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CLIC2SNVMissense_Mutationnovelc.51N>Gp.Phe17Leup.F17LO15247protein_codingdeleterious(0.05)benign(0.027)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CLIC2SNVMissense_Mutationnovelc.86N>Gp.Asn29Serp.N29SO15247protein_codingdeleterious(0.03)benign(0.006)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CLIC2SNVMissense_Mutationrs781997025c.519N>Ap.Phe173Leup.F173LO15247protein_codingdeleterious(0)possibly_damaging(0.495)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

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
Page: 1