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: EPN3

Gene summary for EPN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPN3

Gene ID

55040

Gene nameepsin 3
Gene AliasEPN3
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9H201


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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
55040EPN3LZE24THumanEsophagusESCC1.10e-042.21e-010.0596
55040EPN3LZE21THumanEsophagusESCC3.16e-021.71e-010.0655
55040EPN3P1T-EHumanEsophagusESCC9.51e-052.84e-010.0875
55040EPN3P2T-EHumanEsophagusESCC2.86e-041.01e-010.1177
55040EPN3P4T-EHumanEsophagusESCC2.71e-133.17e-010.1323
55040EPN3P5T-EHumanEsophagusESCC5.66e-051.51e-010.1327
55040EPN3P8T-EHumanEsophagusESCC1.20e-295.39e-010.0889
55040EPN3P9T-EHumanEsophagusESCC7.69e-039.69e-020.1131
55040EPN3P10T-EHumanEsophagusESCC1.31e-034.63e-020.116
55040EPN3P12T-EHumanEsophagusESCC3.49e-122.78e-010.1122
55040EPN3P15T-EHumanEsophagusESCC2.64e-102.73e-010.1149
55040EPN3P16T-EHumanEsophagusESCC1.62e-037.64e-020.1153
55040EPN3P20T-EHumanEsophagusESCC1.01e-061.10e-010.1124
55040EPN3P21T-EHumanEsophagusESCC6.00e-151.62e-010.1617
55040EPN3P22T-EHumanEsophagusESCC2.24e-101.95e-010.1236
55040EPN3P23T-EHumanEsophagusESCC7.78e-092.59e-010.108
55040EPN3P24T-EHumanEsophagusESCC2.88e-039.82e-020.1287
55040EPN3P26T-EHumanEsophagusESCC1.41e-153.28e-010.1276
55040EPN3P27T-EHumanEsophagusESCC8.26e-122.99e-010.1055
55040EPN3P28T-EHumanEsophagusESCC5.58e-091.71e-010.1149
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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
∗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
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
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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
EPN3SNVMissense_Mutationc.113N>Tp.Ser38Leup.S38LQ9H201protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
EPN3SNVMissense_Mutationc.1052N>Tp.Ser351Leup.S351LQ9H201protein_codingdeleterious(0.01)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EPN3SNVMissense_Mutationc.1060N>Ap.Val354Ilep.V354IQ9H201protein_codingtolerated(0.59)benign(0)TCGA-EX-A3L1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPN3SNVMissense_Mutationc.1220G>Cp.Gly407Alap.G407AQ9H201protein_codingtolerated(0.36)benign(0.062)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
EPN3SNVMissense_Mutationnovelc.1281N>Cp.Lys427Asnp.K427NQ9H201protein_codingtolerated(0.79)benign(0.001)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPN3SNVMissense_Mutationrs774659036c.580N>Tp.Arg194Cysp.R194CQ9H201protein_codingtolerated(0.09)probably_damaging(0.917)TCGA-A6-6140-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinSD
EPN3SNVMissense_Mutationc.1327N>Tp.Pro443Serp.P443SQ9H201protein_codingtolerated(0.48)benign(0.007)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EPN3SNVMissense_Mutationrs141972412c.373G>Ap.Glu125Lysp.E125KQ9H201protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EPN3SNVMissense_Mutationc.43C>Tp.His15Tyrp.H15YQ9H201protein_codingdeleterious(0)benign(0.114)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EPN3SNVMissense_Mutationc.1376N>Ap.Pro459Hisp.P459HQ9H201protein_codingtolerated(0.43)benign(0.005)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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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