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: EDC3

Gene summary for EDC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EDC3

Gene ID

80153

Gene nameenhancer of mRNA decapping 3
Gene AliasLSM16
Cytomap15q24.1
Gene Typeprotein-coding
GO ID

GO:0000956

UniProtAcc

Q96F86


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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
80153EDC3LZE4THumanEsophagusESCC1.03e-041.92e-010.0811
80153EDC3LZE7THumanEsophagusESCC2.54e-053.43e-010.0667
80153EDC3LZE24THumanEsophagusESCC4.76e-051.02e-010.0596
80153EDC3P1T-EHumanEsophagusESCC7.56e-052.73e-010.0875
80153EDC3P2T-EHumanEsophagusESCC8.34e-202.76e-010.1177
80153EDC3P4T-EHumanEsophagusESCC8.44e-173.40e-010.1323
80153EDC3P5T-EHumanEsophagusESCC1.74e-049.92e-020.1327
80153EDC3P8T-EHumanEsophagusESCC7.77e-142.08e-010.0889
80153EDC3P9T-EHumanEsophagusESCC1.75e-091.68e-010.1131
80153EDC3P10T-EHumanEsophagusESCC3.51e-162.44e-010.116
80153EDC3P11T-EHumanEsophagusESCC4.21e-092.81e-010.1426
80153EDC3P12T-EHumanEsophagusESCC8.60e-182.89e-010.1122
80153EDC3P15T-EHumanEsophagusESCC1.76e-162.80e-010.1149
80153EDC3P16T-EHumanEsophagusESCC1.67e-143.97e-010.1153
80153EDC3P17T-EHumanEsophagusESCC1.87e-042.13e-010.1278
80153EDC3P20T-EHumanEsophagusESCC2.28e-091.37e-010.1124
80153EDC3P21T-EHumanEsophagusESCC4.03e-191.69e-010.1617
80153EDC3P22T-EHumanEsophagusESCC3.16e-152.05e-010.1236
80153EDC3P23T-EHumanEsophagusESCC4.20e-122.56e-010.108
80153EDC3P24T-EHumanEsophagusESCC6.57e-101.15e-010.1287
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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
∗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:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:000095618EsophagusESCCnuclear-transcribed mRNA catabolic process88/8552112/187239.41e-134.14e-1188
GO:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00905023EsophagusESCCRNA phosphodiester bond hydrolysis, endonucleolytic55/855282/187237.34e-055.51e-0455
GO:003396214EsophagusESCCP-body assembly16/855221/187234.47e-031.76e-0216
GO:0110154EsophagusESCCRNA decapping14/855218/187235.77e-032.14e-0214
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
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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
EDC3SNVMissense_Mutationc.664N>Gp.Ile222Valp.I222VQ96F86protein_codingdeleterious(0.01)benign(0.007)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EDC3SNVMissense_Mutationc.613N>Cp.Asp205Hisp.D205HQ96F86protein_codingdeleterious(0)probably_damaging(0.957)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
EDC3SNVMissense_Mutationc.343N>Gp.Gln115Glup.Q115EQ96F86protein_codingtolerated(0.56)benign(0.071)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EDC3SNVMissense_Mutationc.622G>Ap.Gly208Argp.G208RQ96F86protein_codingtolerated(0.08)benign(0.046)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
EDC3SNVMissense_Mutationrs772170307c.776N>Ap.Arg259Glnp.R259QQ96F86protein_codingtolerated(0.1)possibly_damaging(0.604)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EDC3deletionFrame_Shift_Delc.1042delNp.Ala348LeufsTer10p.A348Lfs*10Q96F86protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EDC3SNVMissense_Mutationc.961G>Ap.Gly321Argp.G321RQ96F86protein_codingdeleterious(0)probably_damaging(0.939)TCGA-AU-3779-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EDC3SNVMissense_Mutationnovelc.375N>Gp.Ser125Argp.S125RQ96F86protein_codingtolerated(0.68)benign(0.02)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
EDC3SNVMissense_Mutationnovelc.189N>Cp.Lys63Asnp.K63NQ96F86protein_codingdeleterious(0)probably_damaging(0.999)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EDC3deletionFrame_Shift_Delc.1042delGp.Ala348LeufsTer10p.A348Lfs*10Q96F86protein_codingTCGA-F4-6570-01Colorectumcolon 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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