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: ERCC5

Gene summary for ERCC5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERCC5

Gene ID

2073

Gene nameERCC excision repair 5, endonuclease
Gene AliasCOFS3
Cytomap13q33.1
Gene Typeprotein-coding
GO ID

GO:0000724

UniProtAcc

P28715


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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
2073ERCC5HTA11_3410_2000001011HumanColorectumAD7.98e-031.08e-010.0155
2073ERCC5HTA11_2487_2000001011HumanColorectumSER7.90e-112.91e-01-0.1808
2073ERCC5HTA11_1938_2000001011HumanColorectumAD1.83e-134.89e-01-0.0811
2073ERCC5HTA11_78_2000001011HumanColorectumAD2.07e-153.79e-01-0.1088
2073ERCC5HTA11_347_2000001011HumanColorectumAD1.17e-335.82e-01-0.1954
2073ERCC5HTA11_2112_2000001011HumanColorectumSER1.71e-032.44e-01-0.2196
2073ERCC5HTA11_83_2000001011HumanColorectumSER2.92e-072.45e-01-0.1526
2073ERCC5HTA11_696_2000001011HumanColorectumAD1.58e-132.62e-01-0.1464
2073ERCC5HTA11_866_2000001011HumanColorectumAD4.08e-112.59e-01-0.1001
2073ERCC5HTA11_1391_2000001011HumanColorectumAD6.14e-204.68e-01-0.059
2073ERCC5HTA11_5212_2000001011HumanColorectumAD5.12e-052.80e-01-0.2061
2073ERCC5HTA11_546_2000001011HumanColorectumAD2.76e-073.04e-01-0.0842
2073ERCC5HTA11_7862_2000001011HumanColorectumAD5.15e-103.88e-01-0.0179
2073ERCC5HTA11_866_3004761011HumanColorectumAD3.51e-071.89e-010.096
2073ERCC5HTA11_8622_2000001021HumanColorectumSER1.13e-052.87e-010.0528
2073ERCC5HTA11_7663_2000001011HumanColorectumSER7.76e-073.34e-010.0131
2073ERCC5HTA11_10623_2000001011HumanColorectumAD2.44e-103.87e-01-0.0177
2073ERCC5HTA11_6801_2000001011HumanColorectumSER1.64e-053.29e-010.0171
2073ERCC5HTA11_10711_2000001011HumanColorectumAD1.67e-031.54e-010.0338
2073ERCC5HTA11_7696_3000711011HumanColorectumAD8.94e-112.41e-010.0674
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0006302ColorectumMSSdouble-strand break repair64/3467251/187233.58e-032.65e-0264
GO:000931418EsophagusHGINresponse to radiation88/2587456/187236.26e-048.65e-0388
GO:00094115EsophagusHGINresponse to UV35/2587149/187239.71e-041.22e-0235
GO:0006285EsophagusHGINbase-excision repair, AP site formation6/258712/187233.03e-032.88e-026
GO:00094165EsophagusHGINresponse to light stimulus61/2587320/187235.20e-034.30e-0261
GO:00062892EsophagusHGINnucleotide-excision repair16/258760/187236.22e-034.95e-0216
GO:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00062843EsophagusESCCbase-excision repair33/855243/187233.25e-052.69e-0433
GO:00062891EsophagusESCCnucleotide-excision repair42/855260/187231.18e-048.14e-0442
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:0009650EsophagusESCCUV protection12/855213/187236.18e-043.32e-0312
GO:00007241EsophagusESCCdouble-strand break repair via homologous recombination79/8552138/187234.05e-031.62e-0279
GO:00007251EsophagusESCCrecombinational repair80/8552140/187234.10e-031.63e-0280
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034205EsophagusHGINNucleotide excision repair29/138363/84652.96e-085.36e-074.26e-0729
hsa0342012EsophagusHGINNucleotide excision repair29/138363/84652.96e-085.36e-074.26e-0729
hsa0342022EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
hsa0342032EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
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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
ERCC5SNVMissense_Mutationnovelc.3227N>Tp.Ser1076Leup.S1076LP28715protein_codingtolerated(0.13)possibly_damaging(0.524)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ERCC5SNVMissense_Mutationrs4150315c.1195N>Ap.Glu399Lysp.E399KP28715protein_codingtolerated(0.07)benign(0.267)TCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ERCC5SNVMissense_Mutationrs775996769c.1537G>Ap.Ala513Thrp.A513TP28715protein_codingtolerated(0.17)benign(0.001)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERCC5SNVMissense_Mutationc.1301N>Cp.Val434Alap.V434AP28715protein_codingtolerated(0.12)benign(0)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ERCC5SNVMissense_Mutationnovelc.347N>Cp.Arg116Thrp.R116TP28715protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
ERCC5SNVMissense_Mutationnovelc.674N>Tp.Glu225Valp.E225VP28715protein_codingdeleterious(0)benign(0.397)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ERCC5SNVMissense_Mutationc.424N>Cp.Asp142Hisp.D142HP28715protein_codingdeleterious(0)probably_damaging(0.996)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERCC5SNVMissense_Mutationrs771389207c.180T>Gp.His60Glnp.H60QP28715protein_codingdeleterious(0)probably_damaging(0.953)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
ERCC5SNVMissense_Mutationrs570775554c.1595N>Tp.Ser532Phep.S532FP28715protein_codingtolerated(0.17)benign(0.007)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERCC5SNVMissense_Mutationc.1985G>Tp.Ser662Ilep.S662IP28715protein_codingdeleterious(0)probably_damaging(0.963)TCGA-E2-A150-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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
2073ERCC5DRUGGABLE GENOME, CLINICALLY ACTIONABLEplatinumPLATINUM22158331
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