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: PARP10

Gene summary for PARP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PARP10

Gene ID

84875

Gene namepoly(ADP-ribose) polymerase family member 10
Gene AliasARTD10
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

B4E0C4


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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
84875PARP10LZE4THumanEsophagusESCC2.37e-028.91e-020.0811
84875PARP10LZE7THumanEsophagusESCC3.90e-021.37e-010.0667
84875PARP10LZE8THumanEsophagusESCC6.71e-041.35e-010.067
84875PARP10LZE20THumanEsophagusESCC3.61e-133.11e-010.0662
84875PARP10LZE22THumanEsophagusESCC1.40e-063.42e-010.068
84875PARP10LZE24THumanEsophagusESCC1.43e-408.60e-010.0596
84875PARP10LZE6THumanEsophagusESCC9.61e-051.83e-010.0845
84875PARP10P1T-EHumanEsophagusESCC5.20e-083.27e-010.0875
84875PARP10P2T-EHumanEsophagusESCC2.88e-305.23e-010.1177
84875PARP10P4T-EHumanEsophagusESCC1.78e-102.01e-010.1323
84875PARP10P5T-EHumanEsophagusESCC1.04e-091.41e-010.1327
84875PARP10P8T-EHumanEsophagusESCC7.32e-283.82e-010.0889
84875PARP10P9T-EHumanEsophagusESCC4.80e-254.69e-010.1131
84875PARP10P10T-EHumanEsophagusESCC1.34e-077.42e-020.116
84875PARP10P11T-EHumanEsophagusESCC1.44e-216.74e-010.1426
84875PARP10P12T-EHumanEsophagusESCC1.54e-295.48e-010.1122
84875PARP10P15T-EHumanEsophagusESCC2.72e-244.32e-010.1149
84875PARP10P16T-EHumanEsophagusESCC7.52e-203.01e-010.1153
84875PARP10P17T-EHumanEsophagusESCC2.26e-134.35e-010.1278
84875PARP10P19T-EHumanEsophagusESCC3.75e-074.13e-010.1662
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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
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
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:001908017EsophagusESCCviral gene expression80/855294/187232.04e-151.28e-1380
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:1903900111EsophagusESCCregulation of viral life cycle106/8552148/187231.26e-103.72e-09106
GO:0045069110EsophagusESCCregulation of viral genome replication67/855285/187233.81e-101.04e-0867
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0031397111EsophagusESCCnegative regulation of protein ubiquitination63/855283/187231.87e-083.65e-0763
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:1903321111EsophagusESCCnegative regulation of protein modification by small protein conjugation or removal69/855295/187238.54e-081.44e-0669
GO:004852516EsophagusESCCnegative regulation of viral process66/855292/187233.49e-074.88e-0666
GO:004507114EsophagusESCCnegative regulation of viral genome replication44/855256/187234.84e-076.50e-0644
GO:007053413EsophagusESCCprotein K63-linked ubiquitination44/855256/187234.84e-076.50e-0644
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
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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
PARP10SNVMissense_Mutationnovelc.1092G>Ap.Met364Ilep.M364Iprotein_codingtolerated(0.5)benign(0.003)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PARP10SNVMissense_Mutationnovelc.2207G>Tp.Arg736Leup.R736Lprotein_codingtolerated(0.08)benign(0.072)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PARP10SNVMissense_Mutationnovelc.1847N>Cp.Gly616Alap.G616Aprotein_codingtolerated(0.12)benign(0.042)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PARP10SNVMissense_Mutationnovelc.2947N>Ap.Val983Metp.V983Mprotein_codingtolerated(0.24)benign(0.285)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PARP10SNVMissense_Mutationrs782279171c.2075N>Ap.Arg692Glnp.R692Qprotein_codingtolerated(1)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PARP10SNVMissense_Mutationrs782036506c.626N>Ap.Arg209Hisp.R209Hprotein_codingdeleterious(0)probably_damaging(0.929)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PARP10SNVMissense_Mutationnovelc.2667N>Tp.Glu889Aspp.E889Dprotein_codingtolerated(0.42)benign(0)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PARP10SNVMissense_Mutationrs782213808c.2665N>Cp.Glu889Glnp.E889Qprotein_codingtolerated(0.46)benign(0.011)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PARP10SNVMissense_Mutationc.3068N>Tp.Ser1023Phep.S1023Fprotein_codingdeleterious(0.04)benign(0.316)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PARP10SNVMissense_Mutationnovelc.487N>Ap.Glu163Lysp.E163Kprotein_codingtolerated(0.5)benign(0.007)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=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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