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: EVPL

Gene summary for EVPL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EVPL

Gene ID

2125

Gene nameenvoplakin
Gene AliasEVPK
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

B7ZLH8


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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
2125EVPLLZE2THumanEsophagusESCC2.11e-034.67e-010.082
2125EVPLLZE4THumanEsophagusESCC1.12e-063.24e-010.0811
2125EVPLLZE7THumanEsophagusESCC1.15e-043.03e-010.0667
2125EVPLLZE8THumanEsophagusESCC3.53e-029.70e-020.067
2125EVPLLZE20THumanEsophagusESCC3.88e-084.17e-010.0662
2125EVPLLZE22THumanEsophagusESCC2.30e-075.14e-010.068
2125EVPLLZE24THumanEsophagusESCC4.29e-112.31e-010.0596
2125EVPLLZE21THumanEsophagusESCC7.37e-064.22e-010.0655
2125EVPLP1T-EHumanEsophagusESCC2.31e-126.36e-010.0875
2125EVPLP2T-EHumanEsophagusESCC2.16e-118.79e-020.1177
2125EVPLP4T-EHumanEsophagusESCC9.33e-061.49e-010.1323
2125EVPLP5T-EHumanEsophagusESCC9.23e-241.47e-010.1327
2125EVPLP8T-EHumanEsophagusESCC1.04e-172.40e-010.0889
2125EVPLP9T-EHumanEsophagusESCC3.92e-111.99e-010.1131
2125EVPLP10T-EHumanEsophagusESCC7.25e-045.28e-020.116
2125EVPLP11T-EHumanEsophagusESCC3.46e-044.79e-010.1426
2125EVPLP12T-EHumanEsophagusESCC5.11e-173.12e-010.1122
2125EVPLP15T-EHumanEsophagusESCC1.02e-205.05e-010.1149
2125EVPLP16T-EHumanEsophagusESCC1.14e-042.28e-020.1153
2125EVPLP20T-EHumanEsophagusESCC6.59e-491.01e+000.1124
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:00451035EsophagusESCCintermediate filament-based process32/855252/187231.55e-024.97e-0232
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
GO:00451044Oral cavityOSCCintermediate filament cytoskeleton organization31/730551/187231.34e-036.62e-0331
GO:00451034Oral cavityOSCCintermediate filament-based process31/730552/187232.08e-039.59e-0331
GO:000854416Oral cavityLPepidermis development112/4623324/187233.81e-055.61e-04112
GO:004358816Oral cavityLPskin development93/4623263/187236.47e-058.70e-0493
GO:0042060110Oral cavityLPwound healing139/4623422/187237.10e-059.48e-04139
GO:003021613Oral cavityLPkeratinocyte differentiation51/4623139/187231.05e-038.84e-0351
GO:000991315Oral cavityLPepidermal cell differentiation69/4623202/187231.53e-031.19e-0269
GO:000854417SkinAKepidermis development79/1910324/187231.04e-133.25e-1179
GO:00435889SkinAKskin development67/1910263/187239.02e-132.14e-1067
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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
EVPLSNVMissense_Mutationc.3258G>Cp.Glu1086Aspp.E1086Dprotein_codingdeleterious(0.01)possibly_damaging(0.872)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
EVPLSNVMissense_Mutationnovelc.396N>Tp.Glu132Aspp.E132Dprotein_codingtolerated(0.2)benign(0.104)TCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EVPLSNVMissense_Mutationc.5482N>Gp.Pro1828Alap.P1828Aprotein_codingtolerated(0.31)benign(0.018)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EVPLSNVMissense_Mutationrs368923796c.3658N>Ap.Glu1220Lysp.E1220Kprotein_codingdeleterious(0)possibly_damaging(0.9)TCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
EVPLSNVMissense_Mutationc.3991N>Cp.Glu1331Glnp.E1331Qprotein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EVPLSNVMissense_Mutationc.2187N>Cp.Gln729Hisp.Q729Hprotein_codingdeleterious(0.02)benign(0.044)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EVPLSNVMissense_Mutationnovelc.348N>Cp.Glu116Aspp.E116Dprotein_codingdeleterious(0.04)benign(0.188)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
EVPLSNVMissense_Mutationrs774293924c.4420N>Tp.Arg1474Trpp.R1474Wprotein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
EVPLSNVMissense_Mutationc.5101N>Cp.Glu1701Glnp.E1701Qprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
EVPLSNVMissense_Mutationnovelc.1423N>Tp.Val475Leup.V475Lprotein_codingtolerated(0.68)benign(0.024)TCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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