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: TRPV4

Gene summary for TRPV4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRPV4

Gene ID

59341

Gene nametransient receptor potential cation channel subfamily V member 4
Gene AliasBCYM3
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9HBA0


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
59341TRPV4LZE4THumanEsophagusESCC5.70e-071.28e-010.0811
59341TRPV4LZE7THumanEsophagusESCC1.99e-153.13e-010.0667
59341TRPV4LZE8THumanEsophagusESCC3.04e-082.42e-010.067
59341TRPV4LZE20THumanEsophagusESCC8.91e-047.64e-020.0662
59341TRPV4LZE22D1HumanEsophagusHGIN1.17e-028.91e-020.0595
59341TRPV4LZE22THumanEsophagusESCC4.20e-042.54e-010.068
59341TRPV4LZE24THumanEsophagusESCC1.64e-092.05e-010.0596
59341TRPV4P1T-EHumanEsophagusESCC9.03e-186.16e-010.0875
59341TRPV4P2T-EHumanEsophagusESCC3.52e-478.59e-010.1177
59341TRPV4P4T-EHumanEsophagusESCC8.02e-173.49e-010.1323
59341TRPV4P5T-EHumanEsophagusESCC1.16e-162.51e-010.1327
59341TRPV4P8T-EHumanEsophagusESCC1.24e-223.34e-010.0889
59341TRPV4P9T-EHumanEsophagusESCC4.06e-192.48e-010.1131
59341TRPV4P10T-EHumanEsophagusESCC6.89e-253.89e-010.116
59341TRPV4P11T-EHumanEsophagusESCC3.96e-052.95e-010.1426
59341TRPV4P12T-EHumanEsophagusESCC1.11e-183.20e-010.1122
59341TRPV4P15T-EHumanEsophagusESCC1.27e-204.27e-010.1149
59341TRPV4P16T-EHumanEsophagusESCC1.71e-082.03e-010.1153
59341TRPV4P17T-EHumanEsophagusESCC3.56e-031.03e-010.1278
59341TRPV4P20T-EHumanEsophagusESCC7.83e-142.25e-010.1124
Page: 1 2 3 4 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000906020EsophagusHGINaerobic respiration81/2587189/187231.07e-229.26e-2081
GO:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:004533320EsophagusHGINcellular respiration86/2587230/187232.41e-191.20e-1686
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:003460520EsophagusHGINcellular response to heat30/258769/187231.78e-091.35e-0730
GO:002241120EsophagusHGINcellular component disassembly102/2587443/187238.31e-084.33e-06102
GO:000940819EsophagusHGINresponse to heat34/2587110/187232.94e-061.01e-0434
GO:006219727EsophagusHGINcellular response to chemical stress76/2587337/187238.00e-062.41e-0476
GO:005125826EsophagusHGINprotein polymerization66/2587297/187234.96e-051.19e-0366
GO:004346718EsophagusHGINregulation of generation of precursor metabolites and energy34/2587130/187231.37e-042.76e-0334
GO:190290327EsophagusHGINregulation of supramolecular fiber organization79/2587383/187231.40e-042.81e-0379
GO:000926618EsophagusHGINresponse to temperature stimulus42/2587178/187232.91e-044.98e-0342
GO:003298415EsophagusHGINprotein-containing complex disassembly50/2587224/187233.43e-045.56e-0350
GO:007121418EsophagusHGINcellular response to abiotic stimulus66/2587331/187231.21e-031.45e-0266
GO:010400418EsophagusHGINcellular response to environmental stimulus66/2587331/187231.21e-031.45e-0266
GO:003166726EsophagusHGINresponse to nutrient levels89/2587474/187231.41e-031.64e-0289
GO:004343420EsophagusHGINresponse to peptide hormone79/2587414/187231.60e-031.79e-0279
GO:190290526EsophagusHGINpositive regulation of supramolecular fiber organization43/2587209/187234.42e-033.87e-0243
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
Page: 1 2 3 4 5 6 7 8 9 10 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541839EsophagusHGINFluid shear stress and atherosclerosis42/1383139/84652.92e-053.81e-043.02e-0442
hsa0421828EsophagusHGINCellular senescence42/1383156/84654.94e-045.03e-034.00e-0342
hsa05418115EsophagusHGINFluid shear stress and atherosclerosis42/1383139/84652.92e-053.81e-043.02e-0442
hsa04218111EsophagusHGINCellular senescence42/1383156/84654.94e-045.03e-034.00e-0342
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0421829EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0421838EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa0421820Oral cavityOSCCCellular senescence112/3704156/84658.04e-131.42e-117.21e-12112
hsa0541830Oral cavityOSCCFluid shear stress and atherosclerosis92/3704139/84656.51e-084.84e-072.47e-0792
hsa04218110Oral cavityOSCCCellular senescence112/3704156/84658.04e-131.42e-117.21e-12112
hsa05418114Oral cavityOSCCFluid shear stress and atherosclerosis92/3704139/84656.51e-084.84e-072.47e-0792
hsa05418210Oral cavityLPFluid shear stress and atherosclerosis65/2418139/84653.42e-063.26e-052.10e-0565
hsa0421827Oral cavityLPCellular senescence71/2418156/84654.17e-063.75e-052.42e-0571
hsa0541838Oral cavityLPFluid shear stress and atherosclerosis65/2418139/84653.42e-063.26e-052.10e-0565
hsa0421837Oral cavityLPCellular senescence71/2418156/84654.17e-063.75e-052.42e-0571
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
TRPV4SNVMissense_Mutationrs140535889c.1729N>Ap.Val577Metp.V577MQ9HBA0protein_codingdeleterious(0.03)probably_damaging(1)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRPV4SNVMissense_Mutationnovelc.2273C>Tp.Ser758Phep.S758FQ9HBA0protein_codingdeleterious(0)possibly_damaging(0.736)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
TRPV4SNVMissense_Mutationc.2491N>Ap.Glu831Lysp.E831KQ9HBA0protein_codingtolerated(0.07)possibly_damaging(0.76)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TRPV4SNVMissense_Mutationc.779A>Gp.Gln260Argp.Q260RQ9HBA0protein_codingtolerated(0.21)benign(0.062)TCGA-EA-A3HQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRPV4SNVMissense_Mutationc.300N>Tp.Lys100Asnp.K100NQ9HBA0protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.991)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRPV4SNVMissense_Mutationrs769445973c.622N>Ap.Asp208Asnp.D208NQ9HBA0protein_codingtolerated(0.09)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRPV4SNVMissense_Mutationc.693N>Ap.Phe231Leup.F231LQ9HBA0protein_codingdeleterious(0.02)probably_damaging(0.987)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRPV4SNVMissense_Mutationnovelc.227N>Ap.Arg76Hisp.R76HQ9HBA0protein_codingdeleterious(0.01)possibly_damaging(0.791)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRPV4SNVMissense_Mutationrs758280554c.1465G>Ap.Ala489Thrp.A489TQ9HBA0protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRPV4SNVMissense_Mutationrs374197231c.1184C>Tp.Thr395Metp.T395MQ9HBA0protein_codingtolerated(0.11)possibly_damaging(0.475)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
Page: 1 2 3 4 5 6 7 8 9 10 11 

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
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEGSK2798745GSK2798745
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEactivator135650820
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEblocker381744985
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEantagonistCHEMBL3707225GSK2798745
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEactivator53801079
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEblocker135652740
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEblocker178103079
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEphorbol 12-myristate 13-acetate
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMEactivator178101022
59341TRPV4ION CHANNEL, CELL SURFACE, DRUGGABLE GENOMENSC-677436CHEMBL12058016998480
Page: 1 2