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: TMEM191C

Gene summary for TMEM191C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM191C

Gene ID

645426

Gene nametransmembrane protein 191C
Gene AliasTMEM191C
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A6NGB0


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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
645426TMEM191CLZE7THumanEsophagusESCC6.33e-031.93e-010.0667
645426TMEM191CLZE24THumanEsophagusESCC4.35e-081.89e-010.0596
645426TMEM191CP1T-EHumanEsophagusESCC7.11e-041.82e-010.0875
645426TMEM191CP2T-EHumanEsophagusESCC5.07e-034.16e-020.1177
645426TMEM191CP4T-EHumanEsophagusESCC2.81e-132.65e-010.1323
645426TMEM191CP5T-EHumanEsophagusESCC4.72e-091.66e-010.1327
645426TMEM191CP8T-EHumanEsophagusESCC1.79e-025.29e-020.0889
645426TMEM191CP9T-EHumanEsophagusESCC1.88e-051.53e-010.1131
645426TMEM191CP10T-EHumanEsophagusESCC4.41e-071.54e-010.116
645426TMEM191CP11T-EHumanEsophagusESCC9.07e-042.20e-010.1426
645426TMEM191CP12T-EHumanEsophagusESCC9.20e-172.85e-010.1122
645426TMEM191CP15T-EHumanEsophagusESCC5.37e-051.32e-010.1149
645426TMEM191CP16T-EHumanEsophagusESCC2.02e-061.48e-010.1153
645426TMEM191CP17T-EHumanEsophagusESCC2.60e-062.36e-010.1278
645426TMEM191CP20T-EHumanEsophagusESCC4.83e-123.00e-010.1124
645426TMEM191CP21T-EHumanEsophagusESCC9.78e-305.58e-010.1617
645426TMEM191CP22T-EHumanEsophagusESCC1.39e-091.63e-010.1236
645426TMEM191CP23T-EHumanEsophagusESCC7.50e-133.34e-010.108
645426TMEM191CP26T-EHumanEsophagusESCC1.03e-152.45e-010.1276
645426TMEM191CP27T-EHumanEsophagusESCC2.02e-061.40e-010.1055
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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
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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
TMEM191CSNVMissense_Mutationnovelc.941N>Ap.Ser314Tyrp.S314YA6NGB0protein_codingtolerated(0.12)probably_damaging(0.937)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
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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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