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: TMEM213

Gene summary for TMEM213

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM213

Gene ID

155006

Gene nametransmembrane protein 213
Gene AliasTMEM213
Cytomap7q34
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A2RRL7


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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
155006TMEM213HCC2_MengHumanLiverHCC1.08e-078.45e-020.0107
155006TMEM213HCC1HumanLiverHCC4.85e-099.73e-010.5336
155006TMEM213HCC2HumanLiverHCC2.24e-121.04e+000.5341
155006TMEM213HCC5HumanLiverHCC2.31e-126.76e-010.4932
155006TMEM213RNA-P6T2-P6T2-1HumanLungIAC4.60e-401.10e+00-0.0166
155006TMEM213RNA-P6T2-P6T2-2HumanLungIAC2.78e-391.05e+00-0.0132
155006TMEM213RNA-P6T2-P6T2-3HumanLungIAC5.29e-411.06e+00-0.013
155006TMEM213RNA-P6T2-P6T2-4HumanLungIAC2.39e-329.44e-01-0.0121
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
TMEM213SNVMissense_Mutationc.179C>Ap.Ala60Aspp.A60DA2RRL7protein_codingdeleterious(0.03)benign(0.139)TCGA-CM-4747-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyfluorouracilSD
TMEM213SNVMissense_Mutationrs770119379c.220G>Ap.Ala74Thrp.A74TA2RRL7protein_codingdeleterious(0)benign(0.169)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TMEM213SNVMissense_Mutationrs763336540c.320C>Tp.Ala107Valp.A107VA2RRL7protein_codingdeleterious(0)benign(0.046)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TMEM213SNVMissense_Mutationnovelc.250N>Ap.Leu84Ilep.L84IA2RRL7protein_codingdeleterious(0.03)possibly_damaging(0.536)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM213SNVMissense_Mutationc.165C>Ap.Phe55Leup.F55LA2RRL7protein_codingdeleterious(0.01)benign(0.441)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TMEM213SNVMissense_Mutationrs779847207c.115G>Ap.Ala39Thrp.A39TA2RRL7protein_codingtolerated(1)benign(0.007)TCGA-D1-A168-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM213SNVMissense_Mutationrs200196482c.274N>Ap.Asp92Asnp.D92NA2RRL7protein_codingtolerated(0.13)benign(0.066)TCGA-FI-A2F8-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycisplatinCR
TMEM213SNVMissense_Mutationnovelc.240N>Ap.Ser80Argp.S80RA2RRL7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-56-8625-01Lunglung squamous cell carcinomaFemale>=65III/IVChemotherapycisplatinPD
TMEM213SNVMissense_Mutationrs200306735c.191G>Ap.Arg64Hisp.R64HA2RRL7protein_codingtolerated(0.19)benign(0)TCGA-CV-7440-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIUnknownUnknownSD
TMEM213SNVMissense_Mutationrs780125224c.221N>Tp.Ala74Valp.A74VA2RRL7protein_codingdeleterious(0)possibly_damaging(0.574)TCGA-HU-A4GF-01Stomachstomach adenocarcinomaMale>=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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