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: PPP1R3G

Gene summary for PPP1R3G

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R3G

Gene ID

648791

Gene nameprotein phosphatase 1 regulatory subunit 3G
Gene AliasPPP1R3G
Cytomap6p25.1
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

B7ZBB8


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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
648791PPP1R3GHCC1_MengHumanLiverHCC4.06e-022.48e-020.0246
648791PPP1R3GHCC1HumanLiverHCC7.77e-094.06e+000.5336
648791PPP1R3GS014HumanLiverHCC1.72e-351.13e+000.2254
648791PPP1R3GS015HumanLiverHCC4.77e-331.52e+000.2375
648791PPP1R3GS016HumanLiverHCC1.78e-511.61e+000.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00061122LiverHCCenergy reserve metabolic process49/795884/187232.46e-031.19e-0249
GO:00708732LiverHCCregulation of glycogen metabolic process23/795836/187237.85e-033.11e-0223
GO:0032881LiverHCCregulation of polysaccharide metabolic process27/795844/187238.98e-033.46e-0227
GO:00346371LiverHCCcellular carbohydrate biosynthetic process44/795878/187239.13e-033.51e-0244
GO:0005979LiverHCCregulation of glycogen biosynthetic process19/795829/187231.05e-023.89e-0219
GO:0010962LiverHCCregulation of glucan biosynthetic process19/795829/187231.05e-023.89e-0219
GO:0032885LiverHCCregulation of polysaccharide biosynthetic process23/795837/187231.25e-024.53e-0223
GO:00442641LiverHCCcellular polysaccharide metabolic process52/795896/187231.38e-024.91e-0252
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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
PPP1R3GSNVMissense_Mutationnovelc.1027N>Tp.Ala343Serp.A343SB7ZBB8protein_codingtolerated(0.69)benign(0.033)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationc.961N>Tp.Arg321Cysp.R321CB7ZBB8protein_codingtolerated(0.05)possibly_damaging(0.594)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationc.142N>Ap.Pro48Thrp.P48TB7ZBB8protein_codingtolerated(0.1)benign(0.051)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationc.1028C>Tp.Ala343Valp.A343VB7ZBB8protein_codingtolerated(0.16)possibly_damaging(0.51)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationnovelc.983C>Tp.Ala328Valp.A328VB7ZBB8protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationc.1069N>Ap.Ala357Thrp.A357TB7ZBB8protein_codingtolerated_low_confidence(0.05)benign(0.018)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R3GSNVMissense_Mutationnovelc.104T>Cp.Val35Alap.V35AB7ZBB8protein_codingtolerated(0.23)benign(0.003)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
PPP1R3GSNVMissense_Mutationnovelc.926G>Ap.Gly309Aspp.G309DB7ZBB8protein_codingtolerated(0.05)possibly_damaging(0.896)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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