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: EPDR1

Gene summary for EPDR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPDR1

Gene ID

54749

Gene nameependymin related 1
Gene AliasEPDR
Cytomap7p14.1
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q96J80


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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
54749EPDR1P11T-EHumanEsophagusESCC8.96e-166.20e-010.1426
54749EPDR1P15T-EHumanEsophagusESCC3.60e-021.19e-010.1149
54749EPDR1P16T-EHumanEsophagusESCC1.47e-142.55e-010.1153
54749EPDR1P22T-EHumanEsophagusESCC2.94e-193.72e-010.1236
54749EPDR1P24T-EHumanEsophagusESCC1.10e-027.87e-020.1287
54749EPDR1P32T-EHumanEsophagusESCC6.48e-214.01e-010.1666
54749EPDR1P36T-EHumanEsophagusESCC4.41e-042.83e-010.1187
54749EPDR1P37T-EHumanEsophagusESCC4.37e-038.76e-020.1371
54749EPDR1P44T-EHumanEsophagusESCC1.90e-043.25e-010.1096
54749EPDR1P47T-EHumanEsophagusESCC3.97e-041.05e-010.1067
54749EPDR1P52T-EHumanEsophagusESCC4.17e-051.30e-010.1555
54749EPDR1P56T-EHumanEsophagusESCC1.84e-039.36e-010.1613
54749EPDR1P74T-EHumanEsophagusESCC7.99e-041.50e-010.1479
54749EPDR1P76T-EHumanEsophagusESCC9.53e-091.53e-010.1207
54749EPDR1P83T-EHumanEsophagusESCC1.19e-238.21e-010.1738
54749EPDR1P89T-EHumanEsophagusESCC3.79e-096.14e-010.1752
54749EPDR1HCC1_MengHumanLiverHCC8.30e-09-3.00e-020.0246
54749EPDR1HCC2_MengHumanLiverHCC3.96e-126.95e-020.0107
54749EPDR1HCC1HumanLiverHCC3.16e-072.93e+000.5336
54749EPDR1S014HumanLiverHCC2.91e-301.07e+000.2254
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
GO:003158922LiverHCCcell-substrate adhesion188/7958363/187232.00e-041.55e-03188
GO:000716021LiverHCCcell-matrix adhesion123/7958233/187239.34e-045.47e-03123
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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
EPDR1SNVMissense_Mutationrs369217258c.442N>Ap.Val148Ilep.V148IQ9UM22protein_codingdeleterious(0.04)benign(0.357)TCGA-AR-A24S-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
EPDR1SNVMissense_Mutationrs768217022c.500A>Gp.Tyr167Cysp.Y167CQ9UM22protein_codingdeleterious(0)probably_damaging(0.99)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
EPDR1SNVMissense_Mutationnovelc.355A>Gp.Thr119Alap.T119AQ9UM22protein_codingtolerated(0.2)benign(0.038)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EPDR1SNVMissense_Mutationrs746300859c.658N>Ap.Glu220Lysp.E220KQ9UM22protein_codingtolerated(0.07)benign(0.01)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EPDR1SNVMissense_Mutationrs746506034c.179G>Ap.Gly60Glup.G60EQ9UM22protein_codingtolerated(0.11)benign(0.314)TCGA-AF-A56N-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
EPDR1SNVMissense_Mutationnovelc.413C>Ap.Ser138Tyrp.S138YQ9UM22protein_codingtolerated(1)benign(0.047)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPDR1SNVMissense_Mutationrs750207754c.568N>Tp.Arg190Trpp.R190WQ9UM22protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EPDR1SNVMissense_Mutationc.293N>Cp.Tyr98Serp.Y98SQ9UM22protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
EPDR1SNVMissense_Mutationrs750207754c.568N>Tp.Arg190Trpp.R190WQ9UM22protein_codingdeleterious(0)probably_damaging(0.972)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
EPDR1SNVMissense_Mutationrs771376229c.518N>Gp.Tyr173Cysp.Y173CQ9UM22protein_codingdeleterious(0)probably_damaging(0.992)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
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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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