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: TMC8

Gene summary for TMC8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMC8

Gene ID

147138

Gene nametransmembrane channel like 8
Gene AliasEV2
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

A0A024R8N8


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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
147138TMC8LZE4THumanEsophagusESCC9.43e-114.16e-010.0811
147138TMC8LZE7THumanEsophagusESCC2.15e-105.19e-010.0667
147138TMC8LZE22THumanEsophagusESCC1.95e-033.46e-010.068
147138TMC8LZE21THumanEsophagusESCC5.21e-126.93e-010.0655
147138TMC8LZE6THumanEsophagusESCC3.14e-021.88e-010.0845
147138TMC8P1T-EHumanEsophagusESCC9.29e-084.15e-010.0875
147138TMC8P2T-EHumanEsophagusESCC1.45e-092.48e-010.1177
147138TMC8P4T-EHumanEsophagusESCC2.91e-093.53e-010.1323
147138TMC8P5T-EHumanEsophagusESCC2.69e-021.46e-010.1327
147138TMC8P11T-EHumanEsophagusESCC1.34e-178.49e-010.1426
147138TMC8P12T-EHumanEsophagusESCC9.43e-316.89e-010.1122
147138TMC8P20T-EHumanEsophagusESCC2.58e-301.00e+000.1124
147138TMC8P21T-EHumanEsophagusESCC1.99e-111.17e-010.1617
147138TMC8P22T-EHumanEsophagusESCC3.77e-102.48e-010.1236
147138TMC8P23T-EHumanEsophagusESCC1.03e-074.57e-010.108
147138TMC8P24T-EHumanEsophagusESCC8.51e-113.30e-010.1287
147138TMC8P26T-EHumanEsophagusESCC5.99e-551.19e+000.1276
147138TMC8P27T-EHumanEsophagusESCC1.67e-337.44e-010.1055
147138TMC8P28T-EHumanEsophagusESCC7.79e-305.57e-010.1149
147138TMC8P31T-EHumanEsophagusESCC5.55e-031.09e-010.1251
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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:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0097191111EsophagusESCCextrinsic apoptotic signaling pathway159/8552219/187234.12e-162.94e-14159
GO:2001236111EsophagusESCCregulation of extrinsic apoptotic signaling pathway111/8552151/187232.97e-121.18e-10111
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:000862519EsophagusESCCextrinsic apoptotic signaling pathway via death domain receptors59/855282/187231.23e-061.52e-0559
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:190204117EsophagusESCCregulation of extrinsic apoptotic signaling pathway via death domain receptors35/855249/187232.32e-041.44e-0335
GO:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:009719120Oral cavityOSCCextrinsic apoptotic signaling pathway142/7305219/187237.34e-154.55e-13142
GO:005109820Oral cavityOSCCregulation of binding212/7305363/187233.88e-142.15e-12212
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:200123620Oral cavityOSCCregulation of extrinsic apoptotic signaling pathway100/7305151/187231.07e-113.90e-10100
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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
TMC8SNVMissense_Mutationrs766694820c.569N>Ap.Arg190Glnp.R190QQ8IU68protein_codingtolerated(0.15)benign(0.001)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TMC8SNVMissense_Mutationnovelc.1897N>Cp.Val633Leup.V633LQ8IU68protein_codingtolerated(0.1)benign(0.001)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMC8SNVMissense_Mutationc.406N>Tp.Val136Phep.V136FQ8IU68protein_codingdeleterious(0.01)benign(0.055)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMC8SNVMissense_Mutationc.1204N>Ap.Asp402Asnp.D402NQ8IU68protein_codingtolerated(0.95)benign(0)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
TMC8SNVMissense_Mutationrs61755873c.390N>Gp.Phe130Leup.F130LQ8IU68protein_codingtolerated(0.17)benign(0.003)TCGA-C8-A27A-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TMC8SNVMissense_Mutationc.1565N>Tp.Ser522Leup.S522LQ8IU68protein_codingtolerated(0.17)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMC8SNVMissense_Mutationc.306N>Gp.Phe102Leup.F102LQ8IU68protein_codingdeleterious(0)probably_damaging(0.956)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMC8SNVMissense_Mutationc.942N>Gp.Ile314Metp.I314MQ8IU68protein_codingdeleterious(0.02)possibly_damaging(0.896)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMC8SNVMissense_Mutationrs369861947c.1886N>Ap.Arg629Glnp.R629QQ8IU68protein_codingdeleterious(0.03)possibly_damaging(0.838)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMC8SNVMissense_Mutationc.925C>Ap.Leu309Metp.L309MQ8IU68protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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
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