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: TNFRSF6B

Gene summary for TNFRSF6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFRSF6B

Gene ID

8771

Gene nameTNF receptor superfamily member 6b
Gene AliasDCR3
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

O95407


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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
8771TNFRSF6BPat02-BHumanStomachGC5.43e-163.05e-010.0368
8771TNFRSF6BPat06-BHumanStomachGC1.32e-123.17e-01-0.1961
8771TNFRSF6BPat08-BHumanStomachGC1.40e-043.25e-010.0182
8771TNFRSF6BPat10-BHumanStomachGC1.73e-043.79e-010.084
8771TNFRSF6BPat11-BHumanStomachGC2.41e-042.55e-01-0.182
8771TNFRSF6BPat12-BHumanStomachGC8.22e-377.20e-010.0325
8771TNFRSF6BPat15-BHumanStomachGC1.34e-083.28e-01-0.0778
8771TNFRSF6BPat16-BHumanStomachGC3.97e-041.98e-010.1918
8771TNFRSF6BPat18-BHumanStomachGC7.15e-041.68e-01-0.0432
8771TNFRSF6BPat19-BHumanStomachGC3.54e-062.76e-010.0826
8771TNFRSF6BPat24-BHumanStomachGC1.12e-031.97e-01-0.1184
8771TNFRSF6BPat26-AHumanStomachCSG4.15e-051.69e-01-0.2402
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
TNFRSF6BSNVMissense_Mutationrs572993898c.137N>Ap.Arg46Glnp.R46QO95407protein_codingtolerated(0.34)benign(0.007)TCGA-D8-A1XV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TNFRSF6BSNVMissense_Mutationnovelc.614N>Cp.Val205Alap.V205AO95407protein_codingtolerated(0.79)benign(0)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TNFRSF6BdeletionIn_Frame_Delc.471_473delNNNp.Phe158delp.F158delO95407protein_codingTCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TNFRSF6BdeletionFrame_Shift_Delc.459delNp.Pro155GlnfsTer101p.P155Qfs*101O95407protein_codingTCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TNFRSF6BSNVMissense_Mutationrs774448942c.136C>Tp.Arg46Trpp.R46WO95407protein_codingdeleterious(0.04)benign(0)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TNFRSF6BinsertionFrame_Shift_Insrs770578181c.458_459insCp.Gly156ArgfsTer35p.G156Rfs*35O95407protein_codingTCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TNFRSF6BSNVMissense_Mutationc.746N>Ap.Gly249Aspp.G249DO95407protein_codingtolerated(0.7)possibly_damaging(0.559)TCGA-G3-A25Y-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownPD
TNFRSF6BSNVMissense_Mutationnovelc.269N>Gp.Tyr90Cysp.Y90CO95407protein_codingdeleterious(0)probably_damaging(0.998)TCGA-WQ-A9G7-01Liverliver hepatocellular carcinomaFemale>=65III/IVUnknownUnknownSD
TNFRSF6BSNVMissense_Mutationnovelc.827N>Cp.Leu276Prop.L276PO95407protein_codingdeleterious(0)possibly_damaging(0.884)TCGA-L3-A524-01Lunglung squamous cell carcinomaFemale<65I/IIChemotherapycisplatinCR
TNFRSF6BSNVMissense_Mutationrs764972813c.678N>Gp.Ile226Metp.I226MO95407protein_codingtolerated(0.18)benign(0.031)TCGA-BA-4074-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIChemotherapycarboplatinPD
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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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