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: TNFRSF10D

Gene summary for TNFRSF10D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFRSF10D

Gene ID

8793

Gene nameTNF receptor superfamily member 10d
Gene AliasCD264
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9UBN6


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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
8793TNFRSF10DAEH-subject1HumanEndometriumAEH2.25e-449.55e-01-0.3059
8793TNFRSF10DAEH-subject2HumanEndometriumAEH9.08e-124.56e-01-0.2525
8793TNFRSF10DAEH-subject3HumanEndometriumAEH1.15e-155.17e-01-0.2576
8793TNFRSF10DAEH-subject4HumanEndometriumAEH1.38e-032.38e-01-0.2657
8793TNFRSF10DEEC-subject1HumanEndometriumEEC2.44e-072.29e-01-0.2682
8793TNFRSF10DEEC-subject2HumanEndometriumEEC1.03e-185.37e-01-0.2607
8793TNFRSF10DTD9HumanLungIAC8.92e-036.57e-010.088
8793TNFRSF10DRNA-P17T-P17T-8HumanLungIAC3.92e-045.71e-010.3329
8793TNFRSF10DRNA-P3T-P3T-1HumanLungIAC1.79e-045.39e-010.1829
8793TNFRSF10DRNA-P3T-P3T-2HumanLungIAC2.05e-024.50e-010.1835
8793TNFRSF10DRNA-P3T-P3T-4HumanLungIAC1.14e-045.47e-010.1859
8793TNFRSF10DRNA-P6T2-P6T2-1HumanLungIAC4.80e-022.33e-01-0.0166
8793TNFRSF10DRNA-P6T2-P6T2-2HumanLungIAC5.58e-063.32e-01-0.0132
8793TNFRSF10DRNA-P6T2-P6T2-3HumanLungIAC2.25e-021.95e-01-0.013
8793TNFRSF10DRNA-P6T2-P6T2-4HumanLungIAC2.41e-042.90e-01-0.0121
8793TNFRSF10DPat01-BHumanStomachGC1.21e-032.16e-010.5754
8793TNFRSF10DPat02-BHumanStomachGC5.80e-059.89e-020.0368
8793TNFRSF10DPat04-BHumanStomachGC3.73e-072.08e-01-0.1483
8793TNFRSF10DPat05-BHumanStomachGC1.00e-042.14e-01-0.0353
8793TNFRSF10DPat06-BHumanStomachGC9.98e-061.07e-01-0.1961
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
TNFRSF10DSNVMissense_Mutationnovelc.767N>Ap.Arg256Lysp.R256KQ9UBN6protein_codingtolerated(0.31)possibly_damaging(0.826)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TNFRSF10DSNVMissense_Mutationc.968N>Ap.Ala323Aspp.A323DQ9UBN6protein_codingtolerated(0.37)possibly_damaging(0.9)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNFRSF10DSNVMissense_Mutationc.31G>Ap.Ala11Thrp.A11TQ9UBN6protein_codingtolerated(0.19)benign(0.021)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TNFRSF10DSNVMissense_Mutationrs373138944c.1148N>Tp.Thr383Metp.T383MQ9UBN6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.832)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TNFRSF10DSNVMissense_Mutationc.541N>Gp.Lys181Glup.K181EQ9UBN6protein_codingtolerated(0.74)benign(0.09)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TNFRSF10DSNVMissense_Mutationnovelc.1156C>Ap.Leu386Metp.L386MQ9UBN6protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TNFRSF10DSNVMissense_Mutationnovelc.506T>Cp.Val169Alap.V169AQ9UBN6protein_codingtolerated(0.69)benign(0.308)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TNFRSF10DSNVMissense_Mutationnovelc.183G>Tp.Gln61Hisp.Q61HQ9UBN6protein_codingtolerated(0.05)possibly_damaging(0.799)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TNFRSF10DSNVMissense_Mutationrs148918013c.947G>Ap.Arg316Hisp.R316HQ9UBN6protein_codingtolerated(0.81)benign(0.003)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TNFRSF10DSNVMissense_Mutationc.818N>Gp.Asp273Glyp.D273GQ9UBN6protein_codingdeleterious(0.05)probably_damaging(0.967)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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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