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: PRKAR2B

Gene summary for PRKAR2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRKAR2B

Gene ID

5577

Gene nameprotein kinase cAMP-dependent type II regulatory subunit beta
Gene AliasPRKAR2
Cytomap7q22.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

A0A024R712


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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
5577PRKAR2BGSM4909308HumanBreastIDC1.11e-072.20e-010.158
5577PRKAR2BGSM4909315HumanBreastIDC6.81e-225.67e-010.21
5577PRKAR2BGSM4909316HumanBreastIDC8.19e-085.73e-010.21
5577PRKAR2BNCCBC14HumanBreastDCIS2.90e-043.17e-010.2021
5577PRKAR2BDCIS2HumanBreastDCIS2.47e-311.92e-010.0085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
∗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:005134814BreastIDCnegative regulation of transferase activity39/1434268/187237.89e-051.56e-0339
GO:00459369BreastIDCnegative regulation of phosphate metabolic process53/1434441/187237.21e-048.79e-0353
GO:00105639BreastIDCnegative regulation of phosphorus metabolic process53/1434442/187237.60e-049.25e-0353
GO:00064699BreastIDCnegative regulation of protein kinase activity27/1434212/187236.30e-034.47e-0227
GO:005134824BreastDCISnegative regulation of transferase activity39/1390268/187234.02e-058.60e-0439
GO:004593614BreastDCISnegative regulation of phosphate metabolic process53/1390441/187233.48e-044.96e-0353
GO:001056314BreastDCISnegative regulation of phosphorus metabolic process53/1390442/187233.68e-045.18e-0353
GO:000646913BreastDCISnegative regulation of protein kinase activity27/1390212/187234.18e-033.30e-0227
GO:00423269BreastDCISnegative regulation of phosphorylation43/1390385/187234.78e-033.62e-0243
GO:00019339BreastDCISnegative regulation of protein phosphorylation39/1390342/187234.94e-033.71e-0239
GO:00336738BreastDCISnegative regulation of kinase activity29/1390237/187235.44e-033.99e-0229
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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
PRKAR2BSNVMissense_Mutationc.868N>Cp.Asp290Hisp.D290HP31323protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PRKAR2BSNVMissense_Mutationc.667G>Ap.Glu223Lysp.E223KP31323protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRKAR2BSNVMissense_Mutationc.715N>Gp.Thr239Alap.T239AP31323protein_codingtolerated(0.11)benign(0.082)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRKAR2BSNVMissense_Mutationc.647N>Gp.Asp216Glyp.D216GP31323protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-AR-A0TP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PRKAR2BSNVMissense_Mutationnovelc.895G>Cp.Asp299Hisp.D299HP31323protein_codingdeleterious(0)probably_damaging(0.996)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
PRKAR2BSNVMissense_Mutationnovelc.335N>Ap.Arg112Hisp.R112HP31323protein_codingdeleterious(0)benign(0.099)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PRKAR2BSNVMissense_Mutationrs76105568c.1189N>Ap.Ala397Thrp.A397TP31323protein_codingtolerated(0.72)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PRKAR2BSNVMissense_Mutationrs76105568c.1189G>Ap.Ala397Thrp.A397TP31323protein_codingtolerated(0.72)benign(0.003)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
PRKAR2BSNVMissense_Mutationrs201018627c.926N>Tp.Ser309Leup.S309LP31323protein_codingtolerated(0.33)benign(0.009)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PRKAR2BSNVMissense_Mutationnovelc.335N>Ap.Arg112Hisp.R112HP31323protein_codingdeleterious(0)benign(0.099)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<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
5577PRKAR2BENZYME, KINASETHEOPHYLLINETHEOPHYLLINE2893795
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