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: PPP1R8

Gene summary for PPP1R8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R8

Gene ID

5511

Gene nameprotein phosphatase 1 regulatory subunit 8
Gene AliasARD-1
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q12972


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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
5511PPP1R8LZE7THumanEsophagusESCC2.40e-092.32e-010.0667
5511PPP1R8LZE20THumanEsophagusESCC1.87e-051.37e-010.0662
5511PPP1R8LZE22THumanEsophagusESCC2.14e-021.20e-010.068
5511PPP1R8LZE24THumanEsophagusESCC2.90e-111.43e-010.0596
5511PPP1R8P1T-EHumanEsophagusESCC4.96e-051.57e-010.0875
5511PPP1R8P2T-EHumanEsophagusESCC4.42e-172.16e-010.1177
5511PPP1R8P4T-EHumanEsophagusESCC3.78e-162.78e-010.1323
5511PPP1R8P5T-EHumanEsophagusESCC7.68e-111.88e-010.1327
5511PPP1R8P8T-EHumanEsophagusESCC3.34e-171.97e-010.0889
5511PPP1R8P9T-EHumanEsophagusESCC9.38e-101.50e-010.1131
5511PPP1R8P10T-EHumanEsophagusESCC2.32e-356.14e-010.116
5511PPP1R8P11T-EHumanEsophagusESCC1.57e-027.48e-020.1426
5511PPP1R8P12T-EHumanEsophagusESCC1.34e-091.39e-010.1122
5511PPP1R8P15T-EHumanEsophagusESCC7.22e-142.48e-010.1149
5511PPP1R8P16T-EHumanEsophagusESCC6.70e-131.10e-010.1153
5511PPP1R8P17T-EHumanEsophagusESCC2.15e-041.51e-010.1278
5511PPP1R8P20T-EHumanEsophagusESCC5.42e-161.94e-010.1124
5511PPP1R8P21T-EHumanEsophagusESCC8.41e-193.16e-010.1617
5511PPP1R8P22T-EHumanEsophagusESCC2.11e-109.51e-020.1236
5511PPP1R8P23T-EHumanEsophagusESCC1.17e-081.74e-010.108
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
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:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:0035304111EsophagusESCCregulation of protein dephosphorylation66/855290/187238.82e-081.48e-0666
GO:0035303111EsophagusESCCregulation of dephosphorylation88/8552128/187231.04e-071.71e-0688
GO:003530816EsophagusESCCnegative regulation of protein dephosphorylation26/855234/187232.53e-041.55e-0326
GO:00353056EsophagusESCCnegative regulation of dephosphorylation31/855245/187231.40e-036.62e-0331
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:000640118Oral cavityOSCCRNA catabolic process184/7305278/187232.71e-204.19e-18184
GO:003465517Oral cavityOSCCnucleobase-containing compound catabolic process244/7305407/187235.38e-185.49e-16244
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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
PPP1R8SNVMissense_Mutationc.507N>Gp.Phe169Leup.F169LQ12972protein_codingdeleterious(0.01)benign(0.287)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PPP1R8insertionFrame_Shift_Insnovelc.597dupAp.Arg200ThrfsTer6p.R200Tfs*6Q12972protein_codingTCGA-A2-A0CK-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
PPP1R8SNVMissense_Mutationc.533N>Gp.Ser178Cysp.S178CQ12972protein_codingdeleterious(0)probably_damaging(0.962)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
PPP1R8SNVMissense_Mutationc.138G>Cp.Lys46Asnp.K46NQ12972protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PPP1R8SNVMissense_Mutationc.802N>Tp.Pro268Serp.P268SQ12972protein_codingtolerated(0.08)possibly_damaging(0.685)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
PPP1R8SNVMissense_Mutationnovelc.23G>Ap.Gly8Aspp.G8DQ12972protein_codingtolerated_low_confidence(0.49)benign(0.005)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R8SNVMissense_Mutationnovelc.481N>Cp.Thr161Prop.T161PQ12972protein_codingdeleterious(0.02)possibly_damaging(0.898)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
PPP1R8SNVMissense_Mutationrs200306314c.758N>Ap.Arg253Hisp.R253HQ12972protein_codingtolerated(0.4)benign(0)TCGA-AX-A064-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R8SNVMissense_Mutationnovelc.329C>Tp.Pro110Leup.P110LQ12972protein_codingtolerated(0.06)benign(0.401)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R8SNVMissense_Mutationc.267N>Gp.Asn89Lysp.N89KQ12972protein_codingdeleterious(0.01)benign(0.264)TCGA-BG-A0MQ-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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