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: PPP1R3B

Gene summary for PPP1R3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R3B

Gene ID

79660

Gene nameprotein phosphatase 1 regulatory subunit 3B
Gene AliasGL
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

Q86XI6


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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
79660PPP1R3BLZE24THumanEsophagusESCC2.91e-028.04e-020.0596
79660PPP1R3BP2T-EHumanEsophagusESCC2.36e-081.45e-010.1177
79660PPP1R3BP4T-EHumanEsophagusESCC2.42e-023.28e-020.1323
79660PPP1R3BP5T-EHumanEsophagusESCC4.12e-112.28e-010.1327
79660PPP1R3BP8T-EHumanEsophagusESCC1.62e-132.20e-010.0889
79660PPP1R3BP12T-EHumanEsophagusESCC4.24e-183.45e-010.1122
79660PPP1R3BP15T-EHumanEsophagusESCC1.04e-051.19e-010.1149
79660PPP1R3BP16T-EHumanEsophagusESCC9.16e-081.67e-010.1153
79660PPP1R3BP21T-EHumanEsophagusESCC7.90e-033.38e-020.1617
79660PPP1R3BP22T-EHumanEsophagusESCC4.41e-071.56e-010.1236
79660PPP1R3BP23T-EHumanEsophagusESCC1.85e-023.90e-020.108
79660PPP1R3BP26T-EHumanEsophagusESCC3.28e-142.25e-010.1276
79660PPP1R3BP27T-EHumanEsophagusESCC2.60e-067.57e-020.1055
79660PPP1R3BP28T-EHumanEsophagusESCC2.65e-112.52e-010.1149
79660PPP1R3BP32T-EHumanEsophagusESCC1.96e-051.13e-010.1666
79660PPP1R3BP36T-EHumanEsophagusESCC8.10e-063.65e-010.1187
79660PPP1R3BP37T-EHumanEsophagusESCC1.87e-051.61e-010.1371
79660PPP1R3BP38T-EHumanEsophagusESCC7.72e-169.24e-010.127
79660PPP1R3BP47T-EHumanEsophagusESCC2.27e-039.50e-020.1067
79660PPP1R3BP52T-EHumanEsophagusESCC4.17e-059.15e-020.1555
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00060069EsophagusESCCglucose metabolic process119/8552196/187231.51e-051.36e-04119
GO:004346719EsophagusESCCregulation of generation of precursor metabolites and energy81/8552130/187239.58e-056.81e-0481
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:001605216EsophagusESCCcarbohydrate catabolic process91/8552154/187235.39e-042.97e-0391
GO:00434713EsophagusESCCregulation of cellular carbohydrate catabolic process11/855212/187231.26e-036.06e-0311
GO:00109065EsophagusESCCregulation of glucose metabolic process71/8552119/187231.46e-036.92e-0371
GO:00061096EsophagusESCCregulation of carbohydrate metabolic process101/8552178/187231.89e-038.52e-03101
GO:00106755EsophagusESCCregulation of cellular carbohydrate metabolic process83/8552146/187234.24e-031.69e-0283
GO:00442751EsophagusESCCcellular carbohydrate catabolic process27/855240/187234.39e-031.73e-0227
GO:004347010EsophagusESCCregulation of carbohydrate catabolic process35/855256/187238.30e-032.94e-0235
GO:00346372EsophagusESCCcellular carbohydrate biosynthetic process46/855278/187231.24e-024.13e-0246
GO:00059965LiverNAFLDmonosaccharide metabolic process53/1882257/187232.89e-071.92e-0553
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049109EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa049318EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa0491014EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0493113EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa049316LiverNAFLDInsulin resistance29/1043108/84653.01e-057.59e-046.11e-0429
hsa049106LiverNAFLDInsulin signaling pathway29/1043137/84652.23e-032.46e-021.99e-0229
hsa0493111LiverNAFLDInsulin resistance29/1043108/84653.01e-057.59e-046.11e-0429
hsa0491011LiverNAFLDInsulin signaling pathway29/1043137/84652.23e-032.46e-021.99e-0229
hsa0491021LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0491031LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0491041LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0493121LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa0491051LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0493131LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
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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
PPP1R3BSNVMissense_Mutationc.788G>Tp.Arg263Leup.R263LQ86XI6protein_codingdeleterious(0.02)benign(0.171)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R3BSNVMissense_Mutationnovelc.286C>Ap.Leu96Ilep.L96IQ86XI6protein_codingtolerated(0.49)benign(0.007)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PPP1R3BSNVMissense_Mutationnovelc.389N>Tp.Ala130Valp.A130VQ86XI6protein_codingtolerated(0.1)benign(0.014)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PPP1R3BSNVMissense_Mutationrs368157445c.397N>Ap.Val133Ilep.V133IQ86XI6protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
PPP1R3BSNVMissense_Mutationnovelc.380G>Ap.Arg127Glnp.R127QQ86XI6protein_codingdeleterious(0.01)benign(0.154)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PPP1R3BSNVMissense_Mutationrs567890001c.239N>Tp.Ser80Leup.S80LQ86XI6protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-A5-A3LP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
PPP1R3BSNVMissense_Mutationnovelc.382N>Tp.Leu128Phep.L128FQ86XI6protein_codingtolerated(0.14)probably_damaging(0.991)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R3BSNVMissense_Mutationc.832T>Cp.Tyr278Hisp.Y278HQ86XI6protein_codingtolerated(0.16)benign(0.118)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
PPP1R3BSNVMissense_Mutationrs567890001c.239N>Tp.Ser80Leup.S80LQ86XI6protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-B5-A11S-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
PPP1R3BSNVMissense_Mutationnovelc.704C>Ap.Ala235Aspp.A235DQ86XI6protein_codingdeleterious(0.03)benign(0.1)TCGA-B5-A3FC-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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