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: TMCO6

Gene summary for TMCO6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMCO6

Gene ID

55374

Gene nametransmembrane and coiled-coil domains 6
Gene AliasPRO1580
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

Q96DC7


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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
55374TMCO6LZE24THumanEsophagusESCC6.85e-082.26e-010.0596
55374TMCO6P2T-EHumanEsophagusESCC6.54e-161.37e-010.1177
55374TMCO6P4T-EHumanEsophagusESCC5.78e-041.83e-010.1323
55374TMCO6P5T-EHumanEsophagusESCC2.50e-071.03e-010.1327
55374TMCO6P8T-EHumanEsophagusESCC5.57e-051.11e-010.0889
55374TMCO6P10T-EHumanEsophagusESCC8.63e-068.43e-020.116
55374TMCO6P12T-EHumanEsophagusESCC1.84e-183.61e-010.1122
55374TMCO6P15T-EHumanEsophagusESCC3.25e-112.66e-010.1149
55374TMCO6P16T-EHumanEsophagusESCC4.79e-111.55e-010.1153
55374TMCO6P20T-EHumanEsophagusESCC6.13e-174.03e-010.1124
55374TMCO6P21T-EHumanEsophagusESCC3.48e-131.77e-010.1617
55374TMCO6P22T-EHumanEsophagusESCC5.27e-131.84e-010.1236
55374TMCO6P23T-EHumanEsophagusESCC2.87e-061.79e-010.108
55374TMCO6P24T-EHumanEsophagusESCC2.24e-171.52e-010.1287
55374TMCO6P26T-EHumanEsophagusESCC8.92e-111.91e-010.1276
55374TMCO6P27T-EHumanEsophagusESCC1.55e-071.20e-010.1055
55374TMCO6P28T-EHumanEsophagusESCC4.19e-071.38e-010.1149
55374TMCO6P30T-EHumanEsophagusESCC2.43e-052.29e-010.137
55374TMCO6P31T-EHumanEsophagusESCC6.81e-071.45e-010.1251
55374TMCO6P32T-EHumanEsophagusESCC1.62e-081.14e-010.1666
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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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:005117014EsophagusESCCimport into nucleus111/8552159/187235.69e-101.44e-08111
GO:000660613EsophagusESCCprotein import into nucleus108/8552155/187231.16e-092.77e-08108
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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
TMCO6SNVMissense_Mutationnovelc.320N>Gp.Glu107Glyp.E107GQ96DC7protein_codingdeleterious(0.02)probably_damaging(0.964)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TMCO6SNVMissense_Mutationnovelc.320N>Gp.Glu107Glyp.E107GQ96DC7protein_codingdeleterious(0.02)probably_damaging(0.964)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMCO6SNVMissense_Mutationc.814N>Cp.Ile272Leup.I272LQ96DC7protein_codingtolerated(0.39)benign(0.001)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TMCO6SNVMissense_Mutationnovelc.1347T>Gp.Ser449Argp.S449RQ96DC7protein_codingdeleterious(0.02)probably_damaging(0.974)TCGA-BH-A18N-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMCO6SNVMissense_Mutationnovelc.320A>Gp.Glu107Glyp.E107GQ96DC7protein_codingdeleterious(0.02)probably_damaging(0.964)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
TMCO6SNVMissense_Mutationc.698N>Tp.Ser233Phep.S233FQ96DC7protein_codingtolerated_low_confidence(0.31)benign(0.011)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
TMCO6SNVMissense_Mutationnovelc.1285N>Tp.Pro429Serp.P429SQ96DC7protein_codingtolerated(0.79)benign(0.154)TCGA-WT-AB41-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
TMCO6SNVMissense_Mutationnovelc.145G>Tp.Ala49Serp.A49SQ96DC7protein_codingtolerated(0.78)benign(0.065)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMCO6SNVMissense_Mutationc.151N>Cp.Glu51Glnp.E51QQ96DC7protein_codingtolerated(0.08)possibly_damaging(0.899)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
TMCO6SNVMissense_Mutationnovelc.1068N>Ap.Phe356Leup.F356LQ96DC7protein_codingtolerated(1)benign(0)TCGA-HM-A3JJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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