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: TNFRSF25

Gene summary for TNFRSF25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFRSF25

Gene ID

8718

Gene nameTNF receptor superfamily member 25
Gene AliasAPO-3
Cytomap1p36.31
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q93038


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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
8718TNFRSF25C04HumanOral cavityOSCC3.61e-064.01e-010.2633
8718TNFRSF25C21HumanOral cavityOSCC5.69e-042.95e-010.2678
8718TNFRSF25C30HumanOral cavityOSCC6.13e-145.21e-010.3055
8718TNFRSF25C38HumanOral cavityOSCC8.75e-074.63e-010.172
8718TNFRSF25C46HumanOral cavityOSCC3.72e-091.79e-010.1673
8718TNFRSF25C51HumanOral cavityOSCC8.48e-083.93e-010.2674
8718TNFRSF25C08HumanOral cavityOSCC8.48e-049.44e-020.1919
8718TNFRSF25C09HumanOral cavityOSCC8.35e-041.10e-010.1431
8718TNFRSF25LN22HumanOral cavityOSCC1.24e-131.21e+000.1733
8718TNFRSF25LN46HumanOral cavityOSCC1.39e-032.72e-010.1666
8718TNFRSF25SYSMH1HumanOral cavityOSCC5.00e-035.98e-020.1127
8718TNFRSF25SYSMH2HumanOral cavityOSCC1.03e-041.88e-010.2326
8718TNFRSF25SYSMH3HumanOral cavityOSCC1.41e-093.47e-010.2442
8718TNFRSF25SYSMH5HumanOral cavityOSCC1.22e-041.76e-010.0647
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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
GO:003461218Oral cavityOSCCresponse to tumor necrosis factor143/7305253/187231.09e-082.23e-07143
GO:007135618Oral cavityOSCCcellular response to tumor necrosis factor128/7305229/187231.49e-072.49e-06128
GO:00332099Oral cavityOSCCtumor necrosis factor-mediated signaling pathway61/730599/187234.31e-064.98e-0561
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
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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
TNFSF15TNFRSF25TNFSF15_TNFRSF25VEGITHCACancer
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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
TNFRSF25SNVMissense_Mutationrs771941306c.272N>Ap.Arg91Hisp.R91HQ93038protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TNFRSF25SNVMissense_Mutationc.874N>Ap.Pro292Thrp.P292TQ93038protein_codingdeleterious(0.01)benign(0.242)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
TNFRSF25SNVMissense_Mutationnovelc.154N>Ap.Pro52Thrp.P52TQ93038protein_codingdeleterious(0)probably_damaging(0.998)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
TNFRSF25SNVMissense_Mutationrs144966576c.67C>Tp.Arg23Trpp.R23WQ93038protein_codingdeleterious(0.02)benign(0.401)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TNFRSF25SNVMissense_Mutationnovelc.1010T>Cp.Met337Thrp.M337TQ93038protein_codingtolerated(0.54)benign(0.003)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TNFRSF25SNVMissense_Mutationc.878N>Ap.Gly293Aspp.G293DQ93038protein_codingtolerated(0.11)possibly_damaging(0.84)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TNFRSF25SNVMissense_Mutationc.35N>Tp.Ala12Valp.A12VQ93038protein_codingtolerated(0.31)benign(0.058)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TNFRSF25SNVMissense_Mutationrs780893824c.446N>Ap.Arg149Hisp.R149HQ93038protein_codingdeleterious(0.04)benign(0.081)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TNFRSF25SNVMissense_Mutationrs780893824c.446G>Ap.Arg149Hisp.R149HQ93038protein_codingdeleterious(0.04)benign(0.081)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
TNFRSF25SNVMissense_Mutationrs143172535c.626N>Cp.Val209Alap.V209AQ93038protein_codingtolerated(0.27)benign(0.003)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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
8718TNFRSF25DRUGGABLE GENOME178101764
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