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: VEPH1

Gene summary for VEPH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VEPH1

Gene ID

79674

Gene nameventricular zone expressed PH domain containing 1
Gene AliasMELT
Cytomap3q25.31-q25.32
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q14D04


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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
79674VEPH1RNA-P10T2-P10T2-2HumanLungAAH2.98e-055.44e-01-0.1406
79674VEPH1RNA-P25T1-P25T1-1HumanLungAIS1.79e-138.26e-01-0.2116
79674VEPH1RNA-P25T1-P25T1-2HumanLungAIS7.95e-108.16e-01-0.1941
79674VEPH1RNA-P25T1-P25T1-3HumanLungAIS2.55e-088.28e-01-0.2107
79674VEPH1RNA-P25T1-P25T1-4HumanLungAIS1.29e-179.52e-01-0.2119
79674VEPH1RNA-P6T1-P6T1-3HumanLungMIAC4.36e-02-2.96e-01-0.0296
79674VEPH1RNA-P6T2-P6T2-1HumanLungIAC1.51e-142.18e-01-0.0166
79674VEPH1RNA-P6T2-P6T2-2HumanLungIAC6.25e-141.92e-01-0.0132
79674VEPH1RNA-P6T2-P6T2-3HumanLungIAC5.59e-181.86e-01-0.013
79674VEPH1RNA-P6T2-P6T2-4HumanLungIAC5.55e-133.01e-01-0.0121
79674VEPH1RNA-P7T1-P7T1-1HumanLungAIS3.51e-042.62e-02-0.0961
79674VEPH1RNA-P7T1-P7T1-3HumanLungAIS1.59e-033.73e-02-0.0822
79674VEPH1RNA-P7T1-P7T1-4HumanLungAIS2.88e-02-1.33e-01-0.0809
79674VEPH1RNA-P8T2-P8T2-3HumanLungAIS2.26e-043.84e-01-0.1284
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:00715594LungIACresponse to transforming growth factor beta60/2061256/187239.50e-091.25e-0660
GO:00715604LungIACcellular response to transforming growth factor beta stimulus57/2061250/187236.17e-086.54e-0657
GO:00071794LungIACtransforming growth factor beta receptor signaling pathway45/2061198/187231.60e-067.93e-0545
GO:00071785LungIACtransmembrane receptor protein serine/threonine kinase signaling pathway60/2061355/187234.82e-047.03e-0360
GO:19038444LungIACregulation of cellular response to transforming growth factor beta stimulus27/2061131/187239.41e-041.14e-0227
GO:00170153LungIACregulation of transforming growth factor beta receptor signaling pathway26/2061128/187231.45e-031.55e-0226
GO:0030512LungIACnegative regulation of transforming growth factor beta receptor signaling pathway18/206181/187232.68e-032.46e-0218
GO:007155912LungAISresponse to transforming growth factor beta51/1849256/187238.45e-076.08e-0551
GO:007156012LungAIScellular response to transforming growth factor beta stimulus48/1849250/187235.13e-062.47e-0448
GO:000717912LungAIStransforming growth factor beta receptor signaling pathway39/1849198/187232.08e-057.12e-0439
GO:190384412LungAISregulation of cellular response to transforming growth factor beta stimulus25/1849131/187239.61e-041.27e-0225
GO:000717812LungAIStransmembrane receptor protein serine/threonine kinase signaling pathway53/1849355/187231.51e-031.82e-0253
GO:001701512LungAISregulation of transforming growth factor beta receptor signaling pathway24/1849128/187231.55e-031.82e-0224
GO:00305121LungAISnegative regulation of transforming growth factor beta receptor signaling pathway17/184981/187232.09e-032.28e-0217
GO:0090101LungAISnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway23/1849131/187234.54e-034.00e-0223
GO:007155922LungMIACresponse to transforming growth factor beta28/967256/187231.51e-045.95e-0328
GO:007156022LungMIACcellular response to transforming growth factor beta stimulus26/967250/187235.59e-041.42e-0226
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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
VEPH1SNVMissense_Mutationrs373769969c.1478N>Tp.Pro493Leup.P493LQ14D04protein_codingdeleterious(0.03)benign(0.048)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
VEPH1SNVMissense_Mutationc.2407N>Cp.Asp803Hisp.D803HQ14D04protein_codingdeleterious(0)probably_damaging(0.949)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
VEPH1SNVMissense_Mutationnovelc.2146N>Ap.Gln716Lysp.Q716KQ14D04protein_codingdeleterious(0.04)possibly_damaging(0.791)TCGA-AC-A8OS-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VEPH1SNVMissense_Mutationnovelc.796N>Tp.Pro266Serp.P266SQ14D04protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VEPH1SNVMissense_Mutationc.1468N>Cp.Asp490Hisp.D490HQ14D04protein_codingdeleterious(0.01)benign(0.131)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
VEPH1deletionFrame_Shift_Delnovelc.2304delNp.Val769TyrfsTer4p.V769Yfs*4Q14D04protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
VEPH1SNVMissense_Mutationc.1557N>Cp.Glu519Aspp.E519DQ14D04protein_codingtolerated(0.25)benign(0.139)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
VEPH1SNVMissense_Mutationc.625N>Gp.Gln209Glup.Q209EQ14D04protein_codingtolerated(0.2)benign(0.024)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VEPH1SNVMissense_Mutationc.79N>Ap.Glu27Lysp.E27KQ14D04protein_codingdeleterious(0.05)possibly_damaging(0.907)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VEPH1SNVMissense_Mutationnovelc.2402N>Tp.Ala801Valp.A801VQ14D04protein_codingdeleterious(0)probably_damaging(0.983)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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