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: TRPM8

Gene summary for TRPM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRPM8

Gene ID

79054

Gene nametransient receptor potential cation channel subfamily M member 8
Gene AliasLTRPC6
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q7Z2W7


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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
79054TRPM8HCC1HumanLiverHCC6.61e-041.90e+000.5336
79054TRPM8HCC2HumanLiverHCC2.58e-046.72e-010.5341
79054TRPM8HCC5HumanLiverHCC1.63e-031.64e+000.4932
79054TRPM8S027HumanLiverHCC3.60e-147.39e-010.2446
79054TRPM8S028HumanLiverHCC4.21e-053.30e-010.2503
79054TRPM8S029HumanLiverHCC6.22e-063.56e-010.2581
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:000926611LiverHCCresponse to temperature stimulus101/7958178/187238.55e-057.48e-04101
GO:010610611LiverHCCcold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:012016111LiverHCCregulation of cold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:199084511LiverHCCadaptive thermogenesis81/7958157/187231.32e-024.72e-0281
GO:000926615ProstateTumorresponse to temperature stimulus59/3246178/187232.14e-075.21e-0659
GO:00094099ProstateTumorresponse to cold17/324649/187232.61e-031.43e-0217
GO:01201623ProstateTumorpositive regulation of cold-induced thermogenesis28/324697/187233.35e-031.74e-0228
GO:19908453ProstateTumoradaptive thermogenesis41/3246157/187233.63e-031.86e-0241
GO:00016593ProstateTumortemperature homeostasis44/3246174/187235.04e-032.45e-0244
GO:01061064ProstateTumorcold-induced thermogenesis37/3246144/187237.29e-033.25e-0237
GO:01201614ProstateTumorregulation of cold-induced thermogenesis37/3246144/187237.29e-033.25e-0237
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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
TRPM8SNVMissense_Mutationnovelc.2682N>Cp.Gln894Hisp.Q894HQ7Z2W7protein_codingtolerated(0.62)benign(0)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
TRPM8SNVMissense_Mutationnovelc.374N>Gp.Asp125Glyp.D125GQ7Z2W7protein_codingtolerated(0.07)benign(0.112)TCGA-A8-A08B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TRPM8SNVMissense_Mutationrs202194673c.64N>Tp.Arg22Trpp.R22WQ7Z2W7protein_codingdeleterious(0)benign(0.23)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
TRPM8SNVMissense_Mutationc.2032N>Gp.Leu678Valp.L678VQ7Z2W7protein_codingdeleterious(0)benign(0.031)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRPM8SNVMissense_Mutationc.2216N>Tp.Ser739Phep.S739FQ7Z2W7protein_codingtolerated(0.33)probably_damaging(0.996)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
TRPM8SNVMissense_Mutationnovelc.3161N>Tp.Ala1054Valp.A1054VQ7Z2W7protein_codingdeleterious(0.02)benign(0.227)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRPM8SNVMissense_Mutationrs778326469c.1394C>Tp.Ala465Valp.A465VQ7Z2W7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-BH-A1F2-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TRPM8SNVMissense_Mutationc.1111N>Cp.Glu371Glnp.E371QQ7Z2W7protein_codingtolerated(0.07)possibly_damaging(0.645)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
TRPM8SNVMissense_Mutationc.247N>Tp.Ile83Phep.I83FQ7Z2W7protein_codingtolerated(0.52)benign(0.015)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRPM8SNVMissense_Mutationc.459G>Tp.Lys153Asnp.K153NQ7Z2W7protein_codingdeleterious(0.05)possibly_damaging(0.477)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblocker135651503
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblocker135649885
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblocker178100954
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblocker178101078
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblocker135651438ANANDAMIDE
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEactivator135651519
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEantagonist354702247ELISMETREP
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEantagonist404859145
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANED3263
79054TRPM8DRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEMENTHOLMENTHOL17293875
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