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: PTPA

Gene summary for PTPA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPA

Gene ID

5524

Gene nameprotein phosphatase 2 phosphatase activator
Gene AliasPP2A
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

F6WIT2


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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
5524PTPAHTA11_2487_2000001011HumanColorectumSER1.13e-073.41e-01-0.1808
5524PTPAHTA11_1938_2000001011HumanColorectumAD4.51e-033.50e-01-0.0811
5524PTPAHTA11_78_2000001011HumanColorectumAD2.29e-021.43e-01-0.1088
5524PTPAHTA11_347_2000001011HumanColorectumAD1.47e-042.45e-01-0.1954
5524PTPAHTA11_3361_2000001011HumanColorectumAD1.06e-033.36e-01-0.1207
5524PTPAHTA11_83_2000001011HumanColorectumSER2.26e-042.55e-01-0.1526
5524PTPAHTA11_696_2000001011HumanColorectumAD1.51e-133.27e-01-0.1464
5524PTPAHTA11_866_2000001011HumanColorectumAD5.51e-062.35e-01-0.1001
5524PTPAHTA11_1391_2000001011HumanColorectumAD6.51e-165.38e-01-0.059
5524PTPAHTA11_2992_2000001011HumanColorectumSER4.83e-044.74e-01-0.1706
5524PTPAHTA11_546_2000001011HumanColorectumAD5.22e-053.89e-01-0.0842
5524PTPAHTA11_866_3004761011HumanColorectumAD3.78e-042.28e-010.096
5524PTPAHTA11_10623_2000001011HumanColorectumAD4.09e-074.71e-01-0.0177
5524PTPAHTA11_10711_2000001011HumanColorectumAD2.49e-052.88e-010.0338
5524PTPAHTA11_7696_3000711011HumanColorectumAD5.94e-154.29e-010.0674
5524PTPAHTA11_11156_2000001011HumanColorectumAD9.25e-075.74e-010.0397
5524PTPAHTA11_99999970781_79442HumanColorectumMSS1.38e-041.59e-010.294
5524PTPAHTA11_99999965062_69753HumanColorectumMSI-H1.44e-048.72e-010.3487
5524PTPAHTA11_99999971662_82457HumanColorectumMSS4.64e-103.60e-010.3859
5524PTPAHTA11_99999974143_84620HumanColorectumMSS7.95e-031.83e-010.3005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0035303ColorectumADregulation of dephosphorylation46/3918128/187236.20e-051.04e-0346
GO:0035304ColorectumADregulation of protein dephosphorylation33/391890/187234.23e-044.77e-0333
GO:0007051ColorectumADspindle organization58/3918184/187234.71e-045.20e-0358
GO:1902850ColorectumADmicrotubule cytoskeleton organization involved in mitosis48/3918147/187235.87e-046.21e-0348
GO:0007052ColorectumADmitotic spindle organization40/3918120/187231.03e-039.61e-0340
GO:0010921ColorectumADregulation of phosphatase activity30/391884/187231.24e-031.09e-0230
GO:0010922ColorectumADpositive regulation of phosphatase activity15/391834/187231.96e-031.58e-0215
GO:0035306ColorectumADpositive regulation of dephosphorylation22/391859/187232.86e-032.14e-0222
GO:0043666ColorectumADregulation of phosphoprotein phosphatase activity21/391858/187235.25e-033.47e-0221
GO:0035308ColorectumADnegative regulation of protein dephosphorylation14/391834/187235.86e-033.69e-0214
GO:00105631ColorectumSERnegative regulation of phosphorus metabolic process101/2897442/187232.39e-056.70e-04101
GO:00459361ColorectumSERnegative regulation of phosphate metabolic process100/2897441/187233.62e-059.39e-04100
GO:00064701ColorectumSERprotein dephosphorylation65/2897281/187234.44e-046.51e-0365
GO:0051346ColorectumSERnegative regulation of hydrolase activity82/2897379/187238.19e-041.01e-0282
GO:00109211ColorectumSERregulation of phosphatase activity24/289784/187231.61e-031.71e-0224
GO:00353031ColorectumSERregulation of dephosphorylation33/2897128/187231.71e-031.78e-0233
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05415ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa054151ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa054152ColorectumSERDiabetic cardiomyopathy103/1580203/84651.45e-251.61e-231.17e-23103
hsa054153ColorectumSERDiabetic cardiomyopathy103/1580203/84651.45e-251.61e-231.17e-23103
hsa054154ColorectumMSSDiabetic cardiomyopathy106/1875203/84652.47e-211.62e-199.92e-20106
hsa04931ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa054155ColorectumMSSDiabetic cardiomyopathy106/1875203/84652.47e-211.62e-199.92e-20106
hsa049311ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa054156ColorectumMSI-HDiabetic cardiomyopathy57/797203/84651.15e-143.11e-132.61e-1357
hsa054157ColorectumMSI-HDiabetic cardiomyopathy57/797203/84651.15e-143.11e-132.61e-1357
hsa0541525EndometriumAEHDiabetic cardiomyopathy86/1197203/84652.62e-231.22e-218.90e-2286
hsa05415111EndometriumAEHDiabetic cardiomyopathy86/1197203/84652.62e-231.22e-218.90e-2286
hsa0541526EndometriumEECDiabetic cardiomyopathy86/1237203/84652.59e-229.46e-217.05e-2186
hsa0541535EndometriumEECDiabetic cardiomyopathy86/1237203/84652.59e-229.46e-217.05e-2186
hsa0541522LiverHCCDiabetic cardiomyopathy151/4020203/84652.72e-151.01e-135.63e-14151
hsa0541532LiverHCCDiabetic cardiomyopathy151/4020203/84652.72e-151.01e-135.63e-14151
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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
PTPASNVMissense_Mutationnovelc.655N>Tp.Pro219Serp.P219SQ15257protein_codingdeleterious(0.04)possibly_damaging(0.685)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationnovelc.810G>Tp.Glu270Aspp.E270DQ15257protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PTPASNVMissense_Mutationrs189327703c.122N>Ap.Arg41Hisp.R41HQ15257protein_codingdeleterious(0)benign(0.009)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationnovelc.854N>Ap.Ser285Tyrp.S285YQ15257protein_codingdeleterious(0)probably_damaging(0.953)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationc.148N>Ap.Gly50Argp.G50RQ15257protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PTPASNVMissense_Mutationc.469N>Ap.Ala157Thrp.A157TQ15257protein_codingtolerated(0.08)possibly_damaging(0.732)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationc.491G>Ap.Cys164Tyrp.C164YQ15257protein_codingdeleterious(0.04)possibly_damaging(0.634)TCGA-AP-A0LE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationc.63N>Tp.Gln21Hisp.Q21HQ15257protein_codingtolerated(1)benign(0)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
PTPASNVMissense_Mutationnovelc.235G>Ap.Ala79Thrp.A79TQ15257protein_codingtolerated(0.52)benign(0.026)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PTPASNVMissense_Mutationc.148G>Ap.Gly50Argp.G50RQ15257protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BS-A0UA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
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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
5524PTPAPROTEIN PHOSPHATASELB-100LB-100
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