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: PARP11

Gene summary for PARP11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PARP11

Gene ID

57097

Gene namepoly(ADP-ribose) polymerase family member 11
Gene AliasARTD11
Cytomap12p13.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9NR21


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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
57097PARP11LZE24THumanEsophagusESCC1.80e-039.89e-020.0596
57097PARP11P2T-EHumanEsophagusESCC5.95e-295.11e-010.1177
57097PARP11P4T-EHumanEsophagusESCC8.33e-133.00e-010.1323
57097PARP11P8T-EHumanEsophagusESCC1.46e-071.89e-010.0889
57097PARP11P10T-EHumanEsophagusESCC3.19e-112.51e-010.116
57097PARP11P11T-EHumanEsophagusESCC9.07e-041.56e-010.1426
57097PARP11P12T-EHumanEsophagusESCC1.10e-203.85e-010.1122
57097PARP11P15T-EHumanEsophagusESCC2.11e-039.50e-020.1149
57097PARP11P20T-EHumanEsophagusESCC3.11e-049.89e-020.1124
57097PARP11P22T-EHumanEsophagusESCC4.13e-142.77e-010.1236
57097PARP11P24T-EHumanEsophagusESCC7.96e-048.73e-020.1287
57097PARP11P26T-EHumanEsophagusESCC1.07e-041.86e-010.1276
57097PARP11P27T-EHumanEsophagusESCC4.63e-072.13e-010.1055
57097PARP11P30T-EHumanEsophagusESCC4.84e-021.11e-010.137
57097PARP11P31T-EHumanEsophagusESCC1.39e-061.14e-010.1251
57097PARP11P36T-EHumanEsophagusESCC5.72e-041.27e-010.1187
57097PARP11P37T-EHumanEsophagusESCC1.83e-061.27e-010.1371
57097PARP11P47T-EHumanEsophagusESCC5.99e-048.15e-020.1067
57097PARP11P49T-EHumanEsophagusESCC4.64e-063.83e-010.1768
57097PARP11P52T-EHumanEsophagusESCC2.16e-061.65e-010.1555
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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:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
GO:005123617EsophagusESCCestablishment of RNA localization134/8552166/187231.23e-201.81e-18134
GO:005102815EsophagusESCCmRNA transport110/8552130/187232.76e-203.80e-18110
GO:005065717EsophagusESCCnucleic acid transport131/8552163/187236.94e-208.46e-18131
GO:005065817EsophagusESCCRNA transport131/8552163/187236.94e-208.46e-18131
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:000699811EsophagusESCCnuclear envelope organization39/855247/187231.48e-072.35e-0639
GO:00702131EsophagusESCCprotein auto-ADP-ribosylation11/855212/187231.26e-036.06e-0311
GO:0006471EsophagusESCCprotein ADP-ribosylation24/855235/187235.25e-031.97e-0224
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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
PARP11SNVMissense_Mutationc.479C>Tp.Thr160Metp.T160MQ9NR21protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PARP11insertionIn_Frame_Insnovelc.392_393insGGGCATCTCAGGCATCAGGGGCAGp.Asn131delinsLysGlyIleSerGlyIleArgGlySerp.N131delinsKGISGIRGSQ9NR21protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
PARP11SNVMissense_Mutationrs774543070c.560N>Gp.Gln187Argp.Q187RQ9NR21protein_codingdeleterious(0.04)possibly_damaging(0.806)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PARP11SNVMissense_Mutationc.479N>Tp.Thr160Metp.T160MQ9NR21protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-AA-3866-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PARP11SNVMissense_Mutationrs762146923c.494N>Ap.Arg165Glnp.R165QQ9NR21protein_codingtolerated(0.6)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PARP11SNVMissense_Mutationnovelc.142N>Cp.Phe48Leup.F48LQ9NR21protein_codingdeleterious(0.02)benign(0.221)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PARP11SNVMissense_Mutationnovelc.860N>Cp.Tyr287Serp.Y287SQ9NR21protein_codingtolerated(0.22)probably_damaging(0.997)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
PARP11SNVMissense_Mutationc.227N>Ap.Ser76Tyrp.S76YQ9NR21protein_codingdeleterious(0.02)benign(0.349)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PARP11SNVMissense_Mutationc.905N>Ap.Gly302Glup.G302EQ9NR21protein_codingtolerated(0.14)possibly_damaging(0.768)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
PARP11SNVMissense_Mutationc.119N>Ap.Ala40Glup.A40EQ9NR21protein_codingtolerated(1)benign(0.12)TCGA-CI-6624-01Colorectumrectum 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
57097PARP11DRUGGABLE GENOMEantidepressants
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