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: PPP2R2B

Gene summary for PPP2R2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP2R2B

Gene ID

5521

Gene nameprotein phosphatase 2 regulatory subunit Bbeta
Gene AliasB55BETA
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q00005


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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
5521PPP2R2BLZE4THumanEsophagusESCC1.25e-184.74e-010.0811
5521PPP2R2BP10T-EHumanEsophagusESCC2.86e-204.28e-010.116
5521PPP2R2BP11T-EHumanEsophagusESCC1.20e-094.15e-010.1426
5521PPP2R2BP12T-EHumanEsophagusESCC1.13e-163.80e-010.1122
5521PPP2R2BP15T-EHumanEsophagusESCC9.35e-255.83e-010.1149
5521PPP2R2BP26T-EHumanEsophagusESCC1.66e-021.25e-010.1276
5521PPP2R2BP28T-EHumanEsophagusESCC4.30e-102.49e-010.1149
5521PPP2R2BP30T-EHumanEsophagusESCC1.56e-073.31e-010.137
5521PPP2R2BP44T-EHumanEsophagusESCC7.53e-031.38e-010.1096
5521PPP2R2BP47T-EHumanEsophagusESCC2.03e-091.92e-010.1067
5521PPP2R2BP52T-EHumanEsophagusESCC1.78e-031.45e-010.1555
5521PPP2R2BP61T-EHumanEsophagusESCC1.62e-061.67e-010.099
5521PPP2R2BP79T-EHumanEsophagusESCC2.08e-408.14e-010.1154
5521PPP2R2BP130T-EHumanEsophagusESCC5.00e-174.47e-010.1676
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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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:00702624EsophagusESCCpeptidyl-serine dephosphorylation16/855219/187236.45e-043.43e-0316
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0301524EsophagusESCCmRNA surveillance pathway72/420597/84656.12e-074.10e-062.10e-0672
hsa051609EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa0407116EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa0415210EsophagusESCCAMPK signaling pathway80/4205121/84651.73e-046.67e-043.42e-0480
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa051425EsophagusESCCChagas disease65/4205102/84652.81e-037.59e-033.89e-0365
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0301534EsophagusESCCmRNA surveillance pathway72/420597/84656.12e-074.10e-062.10e-0672
hsa0516016EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa0407117EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa0415213EsophagusESCCAMPK signaling pathway80/4205121/84651.73e-046.67e-043.42e-0480
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0514213EsophagusESCCChagas disease65/4205102/84652.81e-037.59e-033.89e-0365
hsa0415114EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
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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
PPP2R2BSNVMissense_Mutationrs775290828c.386N>Ap.Arg129Hisp.R129HQ00005protein_codingdeleterious(0.01)benign(0.019)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationnovelc.179C>Tp.Thr60Metp.T60MQ00005protein_codingdeleterious_low_confidence(0)possibly_damaging(0.897)TCGA-DS-A7WH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PPP2R2BSNVMissense_Mutationc.1123N>Gp.Leu375Valp.L375VQ00005protein_codingtolerated(0.29)benign(0.01)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationc.317N>Tp.Ala106Valp.A106VQ00005protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A6-5659-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationc.565N>Tp.Arg189Cysp.R189CQ00005protein_codingdeleterious(0)possibly_damaging(0.462)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationc.217A>Tp.Thr73Serp.T73SQ00005protein_codingtolerated_low_confidence(0.19)benign(0.005)TCGA-A6-A567-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
PPP2R2BSNVMissense_Mutationnovelc.716C>Tp.Thr239Ilep.T239IQ00005protein_codingdeleterious(0)benign(0.196)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
PPP2R2BSNVMissense_Mutationnovelc.1009N>Tp.Pro337Serp.P337SQ00005protein_codingdeleterious(0.03)benign(0.267)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationnovelc.1462N>Tp.Pro488Serp.P488SQ00005protein_codingdeleterious(0.01)probably_damaging(0.938)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PPP2R2BSNVMissense_Mutationrs377462455c.40G>Ap.Glu14Lysp.E14KQ00005protein_codingdeleterious_low_confidence(0)benign(0.006)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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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