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: TRPM3

Gene summary for TRPM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRPM3

Gene ID

80036

Gene nametransient receptor potential cation channel subfamily M member 3
Gene AliasGON-2
Cytomap9q21.12-q21.13
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q6NW43


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
80036TRPM3HTA11_3361_2000001011HumanColorectumAD7.25e-051.85e-01-0.1207
80036TRPM3HTA11_1391_2000001011HumanColorectumAD2.70e-021.77e-01-0.059
80036TRPM3HTA11_866_3004761011HumanColorectumAD3.57e-053.83e-010.096
80036TRPM3HTA11_99999970781_79442HumanColorectumMSS9.20e-291.31e+000.294
80036TRPM3HTA11_99999974143_84620HumanColorectumMSS5.65e-226.72e-010.3005
80036TRPM3A001-C-119HumanColorectumFAP8.58e-054.39e-01-0.1557
80036TRPM3A002-C-021HumanColorectumFAP1.02e-052.99e-010.1171
80036TRPM3A001-C-007HumanColorectumCRC3.44e-065.30e-010.1899
80036TRPM3CRC-1-8810HumanColorectumCRC5.60e-369.07e-010.6257
80036TRPM3Pt14.dHumanLiverHCC9.14e-03-7.02e-020.0143
80036TRPM3S014HumanLiverHCC8.90e-105.32e-010.2254
80036TRPM3S015HumanLiverHCC1.88e-126.08e-010.2375
80036TRPM3S016HumanLiverHCC1.47e-217.15e-010.2243
80036TRPM3HTA12-15-2HumanPancreasPDAC1.28e-151.23e+000.2315
80036TRPM3HTA12-16-2HumanPancreasPDAC1.71e-021.05e+000.0535
80036TRPM3HTA12-23-1HumanPancreasPDAC1.57e-261.91e+000.3405
80036TRPM3HTA12-25-1HumanPancreasPDAC1.56e-201.54e+000.313
80036TRPM3HTA12-26-1HumanPancreasPDAC3.31e-532.07e+000.3728
80036TRPM3HTA12-29-1HumanPancreasPDAC1.07e-1242.15e+000.3722
80036TRPM3HTA12-30-1HumanPancreasPDAC5.66e-081.70e+000.3671
Page: 1 2 

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
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
∗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:000926611LiverHCCresponse to temperature stimulus101/7958178/187238.55e-057.48e-04101
GO:0051262LiverHCCprotein tetramerization50/795887/187233.42e-031.55e-0250
Page: 1 

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
TRPM3SNVMissense_Mutationnovelc.3574C>Ap.His1192Asnp.H1192NQ9HCF6protein_codingdeleterious(0.01)probably_damaging(0.974)TCGA-A2-A0EP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
TRPM3SNVMissense_Mutationc.1025A>Gp.Asn342Serp.N342SQ9HCF6protein_codingtolerated(0.11)benign(0.087)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TRPM3SNVMissense_Mutationc.850G>Tp.Val284Phep.V284FQ9HCF6protein_codingdeleterious(0)probably_damaging(0.923)TCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TRPM3SNVMissense_Mutationc.4956N>Cp.Lys1652Asnp.K1652NQ9HCF6protein_codingtolerated_low_confidence(0.15)benign(0.127)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRPM3SNVMissense_Mutationc.427N>Cp.Glu143Glnp.E143QQ9HCF6protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRPM3SNVMissense_Mutationc.154N>Tp.Leu52Phep.L52FQ9HCF6protein_codingtolerated_low_confidence(0.05)probably_damaging(0.986)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRPM3SNVMissense_Mutationnovelc.55G>Ap.Glu19Lysp.E19Kprotein_codingtolerated_low_confidence(0.09)benign(0)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
TRPM3SNVMissense_Mutationnovelc.2600N>Gp.Asn867Serp.N867SQ9HCF6protein_codingtolerated(0.14)benign(0.143)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRPM3SNVMissense_Mutationrs764791547c.3869C>Tp.Thr1290Metp.T1290MQ9HCF6protein_codingdeleterious(0.04)possibly_damaging(0.831)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TRPM3SNVMissense_Mutationnovelc.4753G>Ap.Glu1585Lysp.E1585KQ9HCF6protein_codingdeleterious_low_confidence(0)probably_damaging(0.987)TCGA-BH-A5J0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 

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
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEactivator53801018SPHINGOSINE
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEactivator178101107
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEblocker135650927ROSIGLITAZONE
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEinhibitor135649695
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEactivator381744978
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEblocker135650566MAPROTILINE
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEactivator135650729
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEblocker135650829PIOGLITAZONE
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEblocker135652743
80036TRPM3ION CHANNEL, DRUGGABLE GENOMEblocker135650177DICLOFENAC
Page: 1 2 3