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: 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


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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
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
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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.

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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:003086510Oral cavityOSCCcortical cytoskeleton organization42/730561/187232.23e-062.84e-0542
GO:00311226Oral cavityOSCCcytoplasmic microtubule organization39/730556/187233.29e-063.93e-0539
GO:00467855Oral cavityOSCCmicrotubule polymerization53/730583/187233.96e-064.65e-0553
GO:003153216Oral cavityOSCCactin cytoskeleton reorganization65/7305107/187234.25e-064.93e-0565
GO:000268714Oral cavityOSCCpositive regulation of leukocyte migration78/7305135/187237.43e-068.08e-0578
GO:003286816Oral cavityOSCCresponse to insulin138/7305264/187237.54e-068.15e-05138
GO:00705077Oral cavityOSCCregulation of microtubule cytoskeleton organization84/7305148/187238.80e-069.33e-0584
GO:000926616Oral cavityOSCCresponse to temperature stimulus98/7305178/187239.78e-061.03e-0498
GO:000961210Oral cavityOSCCresponse to mechanical stimulus115/7305216/187231.43e-051.44e-04115
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:00455983Oral cavityOSCCregulation of fat cell differentiation77/7305139/187236.36e-055.18e-0477
GO:00072548Oral cavityOSCCJNK cascade90/7305167/187236.49e-055.26e-0490
GO:00463288Oral cavityOSCCregulation of JNK cascade74/7305133/187237.22e-055.69e-0474
GO:00069706Oral cavityOSCCresponse to osmotic stress50/730584/187231.11e-048.15e-0450
GO:00311127Oral cavityOSCCpositive regulation of microtubule polymerization or depolymerization26/730537/187231.15e-048.35e-0426
GO:00311093Oral cavityOSCCmicrotubule polymerization or depolymerization68/7305122/187231.29e-049.21e-0468
GO:000268510Oral cavityOSCCregulation of leukocyte migration108/7305210/187231.63e-041.13e-03108
GO:00321037Oral cavityOSCCpositive regulation of response to external stimulus203/7305427/187231.79e-041.22e-03203
GO:004346716Oral cavityOSCCregulation of generation of precursor metabolites and energy71/7305130/187232.15e-041.41e-0371
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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
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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
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
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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
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
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