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: TMEM191B

Gene summary for TMEM191B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM191B

Gene ID

728229

Gene nametransmembrane protein 191B
Gene AliasTMEM191B
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

P0C7N4


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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
728229TMEM191BC04HumanOral cavityOSCC6.76e-094.04e-010.2633
728229TMEM191BC21HumanOral cavityOSCC1.03e-164.90e-010.2678
728229TMEM191BC30HumanOral cavityOSCC2.25e-166.80e-010.3055
728229TMEM191BC43HumanOral cavityOSCC1.37e-132.42e-010.1704
728229TMEM191BC46HumanOral cavityOSCC3.38e-071.90e-010.1673
728229TMEM191BC51HumanOral cavityOSCC6.69e-032.36e-010.2674
728229TMEM191BC57HumanOral cavityOSCC3.59e-041.80e-010.1679
728229TMEM191BC06HumanOral cavityOSCC4.85e-045.20e-010.2699
728229TMEM191BC08HumanOral cavityOSCC1.47e-091.94e-010.1919
728229TMEM191BC09HumanOral cavityOSCC1.27e-062.67e-010.1431
728229TMEM191BLN46HumanOral cavityOSCC2.57e-021.89e-010.1666
728229TMEM191BLP15HumanOral cavityLP2.56e-047.57e-010.2174
728229TMEM191BSYSMH1HumanOral cavityOSCC5.01e-041.64e-010.1127
728229TMEM191BSYSMH2HumanOral cavityOSCC1.64e-164.92e-010.2326
728229TMEM191BSYSMH3HumanOral cavityOSCC1.90e-133.22e-010.2442
728229TMEM191BSYSMH6HumanOral cavityOSCC4.48e-061.43e-010.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
TMEM191BSNVMissense_Mutationnovelc.305G>Ap.Arg102Glnp.R102QP0C7N4protein_codingdeleterious(0.04)probably_damaging(0.975)TCGA-EK-A2RO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM191BSNVMissense_Mutationnovelc.409N>Gp.Lys137Glup.K137EP0C7N4protein_codingtolerated(0.17)probably_damaging(0.979)TCGA-AX-A3G8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM191BSNVMissense_Mutationnovelc.377N>Cp.Val126Alap.V126AP0C7N4protein_codingtolerated(1)possibly_damaging(0.657)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM191BSNVMissense_Mutationnovelc.788C>Tp.Ala263Valp.A263VP0C7N4protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.801)TCGA-D1-A1NY-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
TMEM191BSNVMissense_Mutationnovelc.788N>Tp.Ala263Valp.A263VP0C7N4protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.801)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM191BinsertionIn_Frame_Insnovelc.480_481insTATp.Tyr160dupp.Y160dupP0C7N4protein_codingTCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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