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: TMEM209

Gene summary for TMEM209

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM209

Gene ID

84928

Gene nametransmembrane protein 209
Gene AliasNET31
Cytomap7q32.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96SK2


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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
84928TMEM209P57T-EHumanEsophagusESCC8.15e-059.95e-020.0926
84928TMEM209P61T-EHumanEsophagusESCC3.98e-082.00e-010.099
84928TMEM209P62T-EHumanEsophagusESCC5.02e-081.70e-010.1302
84928TMEM209P65T-EHumanEsophagusESCC4.28e-081.92e-010.0978
84928TMEM209P74T-EHumanEsophagusESCC7.09e-071.78e-010.1479
84928TMEM209P75T-EHumanEsophagusESCC5.59e-122.70e-010.1125
84928TMEM209P76T-EHumanEsophagusESCC2.78e-048.46e-020.1207
84928TMEM209P79T-EHumanEsophagusESCC2.64e-214.34e-010.1154
84928TMEM209P80T-EHumanEsophagusESCC1.30e-103.10e-010.155
84928TMEM209P83T-EHumanEsophagusESCC1.82e-041.45e-010.1738
84928TMEM209P89T-EHumanEsophagusESCC4.86e-052.86e-010.1752
84928TMEM209P91T-EHumanEsophagusESCC8.74e-053.90e-010.1828
84928TMEM209P107T-EHumanEsophagusESCC1.10e-102.33e-010.171
84928TMEM209P126T-EHumanEsophagusESCC6.92e-052.64e-010.1125
84928TMEM209P127T-EHumanEsophagusESCC1.65e-039.55e-020.0826
84928TMEM209P128T-EHumanEsophagusESCC3.46e-144.10e-010.1241
84928TMEM209P130T-EHumanEsophagusESCC1.01e-316.77e-010.1676
84928TMEM209HCC1_MengHumanLiverHCC3.30e-671.11e-010.0246
84928TMEM209HCC2_MengHumanLiverHCC4.73e-061.79e-020.0107
84928TMEM209HCC2HumanLiverHCC2.30e-062.42e+000.5341
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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
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
∗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
TMEM209SNVMissense_Mutationc.736N>Tp.Leu246Phep.L246FQ96SK2protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM209SNVMissense_Mutationc.424N>Ap.Tyr142Asnp.Y142NQ96SK2protein_codingdeleterious(0.02)probably_damaging(0.929)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM209SNVMissense_Mutationc.1030N>Gp.Asn344Aspp.N344DQ96SK2protein_codingtolerated(0.06)benign(0.089)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM209SNVMissense_Mutationnovelc.1060N>Cp.Glu354Glnp.E354QQ96SK2protein_codingdeleterious(0)possibly_damaging(0.86)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM209deletionFrame_Shift_Delnovelc.13delNp.Glu5ArgfsTer15p.E5Rfs*15Q96SK2protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMEM209SNVMissense_Mutationnovelc.1253C>Ap.Ser418Tyrp.S418YQ96SK2protein_codingdeleterious(0)possibly_damaging(0.452)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM209SNVMissense_Mutationc.1289N>Ap.Arg430Lysp.R430KQ96SK2protein_codingtolerated(1)benign(0.003)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
TMEM209SNVMissense_Mutationc.645N>Cp.Leu215Phep.L215FQ96SK2protein_codingtolerated(0.16)possibly_damaging(0.875)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TMEM209SNVMissense_Mutationc.1105N>Cp.Glu369Glnp.E369QQ96SK2protein_codingdeleterious(0.01)possibly_damaging(0.721)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM209SNVMissense_Mutationc.574N>Gp.Leu192Valp.L192VQ96SK2protein_codingtolerated(0.51)benign(0)TCGA-AA-3510-01Colorectumcolon 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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