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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PPP2R1B

Gene summary for PPP2R1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP2R1B

Gene ID

5519

Gene nameprotein phosphatase 2 scaffold subunit Abeta
Gene AliasPP2A-Abeta
Cytomap11q23.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P30154


Top

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
5519PPP2R1BNAFLD1HumanLiverNAFLD3.54e-099.00e-01-0.04
5519PPP2R1BS43HumanLiverCirrhotic2.57e-05-2.11e-01-0.0187
5519PPP2R1BHCC1_MengHumanLiverHCC5.84e-51-1.32e-010.0246
5519PPP2R1BHCC2_MengHumanLiverHCC1.46e-07-2.06e-010.0107
5519PPP2R1Bcirrhotic1HumanLiverCirrhotic3.32e-02-1.90e-010.0202
5519PPP2R1BHCC1HumanLiverHCC2.50e-124.17e+000.5336
5519PPP2R1BHCC2HumanLiverHCC3.98e-204.13e+000.5341
5519PPP2R1BHCC5HumanLiverHCC2.84e-032.56e+000.4932
5519PPP2R1BPt13.bHumanLiverHCC7.28e-05-7.96e-020.0251
5519PPP2R1BPt14.dHumanLiverHCC2.13e-02-2.08e-010.0143
5519PPP2R1BP2_S3_AKHumanSkinAK2.88e-051.74e-01-0.3287
5519PPP2R1BP1_cSCCHumanSkincSCC4.85e-032.11e-010.0292
5519PPP2R1BP2_cSCCHumanSkincSCC4.10e-021.65e-01-0.024
5519PPP2R1BP4_cSCCHumanSkincSCC1.94e-052.11e-01-0.00290000000000005
5519PPP2R1BP10_cSCCHumanSkincSCC1.32e-103.22e-010.1017
Page: 1 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00163115LiverNAFLDdephosphorylation69/1882417/187232.27e-056.23e-0469
GO:00064706LiverNAFLDprotein dephosphorylation50/1882281/187234.53e-051.09e-0350
GO:20012337LiverNAFLDregulation of apoptotic signaling pathway57/1882356/187232.73e-044.41e-0357
GO:20012354LiverNAFLDpositive regulation of apoptotic signaling pathway26/1882126/187232.87e-044.57e-0326
GO:00971917LiverNAFLDextrinsic apoptotic signaling pathway36/1882219/187232.14e-032.08e-0236
GO:20012367LiverNAFLDregulation of extrinsic apoptotic signaling pathway26/1882151/187234.43e-033.59e-0226
GO:200123312LiverCirrhoticregulation of apoptotic signaling pathway163/4634356/187232.62e-184.43e-16163
GO:009719112LiverCirrhoticextrinsic apoptotic signaling pathway97/4634219/187231.82e-109.11e-0997
GO:200123612LiverCirrhoticregulation of extrinsic apoptotic signaling pathway72/4634151/187237.80e-103.62e-0872
GO:200123512LiverCirrhoticpositive regulation of apoptotic signaling pathway60/4634126/187232.08e-087.47e-0760
GO:20012383LiverCirrhoticpositive regulation of extrinsic apoptotic signaling pathway27/463448/187233.07e-065.41e-0527
GO:000647011LiverCirrhoticprotein dephosphorylation96/4634281/187232.32e-042.11e-0396
GO:001631111LiverCirrhoticdephosphorylation130/4634417/187231.58e-031.03e-02130
GO:200123322LiverHCCregulation of apoptotic signaling pathway226/7958356/187237.26e-165.68e-14226
GO:009719122LiverHCCextrinsic apoptotic signaling pathway143/7958219/187236.99e-122.97e-10143
GO:200123621LiverHCCregulation of extrinsic apoptotic signaling pathway98/7958151/187232.17e-085.08e-0798
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:200123522LiverHCCpositive regulation of apoptotic signaling pathway79/7958126/187233.70e-064.82e-0579
GO:200123811LiverHCCpositive regulation of extrinsic apoptotic signaling pathway33/795848/187232.12e-041.63e-0333
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041528LiverNAFLDAMPK signaling pathway28/1043121/84656.26e-049.78e-037.88e-0328
hsa0453014LiverNAFLDTight junction33/1043169/84654.52e-034.12e-023.32e-0233
hsa0415211LiverNAFLDAMPK signaling pathway28/1043121/84656.26e-049.78e-037.88e-0328
hsa0453015LiverNAFLDTight junction33/1043169/84654.52e-034.12e-023.32e-0233
hsa0453022LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa030154LiverCirrhoticmRNA surveillance pathway46/253097/84651.92e-041.30e-038.03e-0446
hsa05165LiverCirrhoticHuman papillomavirus infection124/2530331/84651.55e-037.83e-034.83e-03124
hsa051605LiverCirrhoticHepatitis C63/2530157/84653.67e-031.49e-029.20e-0363
hsa0415221LiverCirrhoticAMPK signaling pathway49/2530121/84657.90e-032.74e-021.69e-0249
hsa041104LiverCirrhoticCell cycle61/2530157/84659.53e-033.21e-021.98e-0261
hsa0453032LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa0301511LiverCirrhoticmRNA surveillance pathway46/253097/84651.92e-041.30e-038.03e-0446
hsa051651LiverCirrhoticHuman papillomavirus infection124/2530331/84651.55e-037.83e-034.83e-03124
hsa0516012LiverCirrhoticHepatitis C63/2530157/84653.67e-031.49e-029.20e-0363
hsa0415231LiverCirrhoticAMPK signaling pathway49/2530121/84657.90e-032.74e-021.69e-0249
hsa0411011LiverCirrhoticCell cycle61/2530157/84659.53e-033.21e-021.98e-0261
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0301521LiverHCCmRNA surveillance pathway66/402097/84653.16e-051.88e-041.04e-0466
hsa0415241LiverHCCAMPK signaling pathway77/4020121/84652.32e-041.11e-036.18e-0477
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PPP2R1BSNVMissense_Mutationnovelc.1999N>Cp.Asp667Hisp.D667HP30154protein_codingdeleterious_low_confidence(0)benign(0.001)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
PPP2R1BSNVMissense_Mutationnovelc.1036G>Tp.Val346Leup.V346LP30154protein_codingdeleterious(0.01)benign(0.012)TCGA-E9-A1NH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PPP2R1BdeletionFrame_Shift_Delnovelc.1853delCp.Pro618LeufsTer42p.P618Lfs*42P30154protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PPP2R1BSNVMissense_Mutationnovelc.264N>Ap.Phe88Leup.F88LP30154protein_codingtolerated(0.17)benign(0.013)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PPP2R1BSNVMissense_Mutationnovelc.94N>Tp.Leu32Phep.L32FP30154protein_codingdeleterious(0)probably_damaging(0.973)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PPP2R1BSNVMissense_Mutationc.1467G>Tp.Trp489Cysp.W489CP30154protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP2R1BSNVMissense_Mutationc.1370N>Tp.Ser457Phep.S457FP30154protein_codingdeleterious(0.02)benign(0.087)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PPP2R1BSNVMissense_Mutationrs781839059c.809G>Ap.Arg270Hisp.R270HP30154protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PPP2R1BSNVMissense_Mutationc.1012N>Tp.Ile338Phep.I338FP30154protein_codingdeleterious(0.01)benign(0.318)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PPP2R1BSNVMissense_Mutationc.1290G>Tp.Arg430Serp.R430SP30154protein_codingdeleterious(0)probably_damaging(0.984)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

Top

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
Page: 1