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: PTP4A3

Gene summary for PTP4A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTP4A3

Gene ID

11156

Gene nameprotein tyrosine phosphatase 4A3
Gene AliasPRL-3
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

O75365


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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
11156PTP4A3LZE4THumanEsophagusESCC8.14e-061.68e-010.0811
11156PTP4A3LZE7THumanEsophagusESCC7.46e-054.16e-010.0667
11156PTP4A3LZE8THumanEsophagusESCC2.06e-043.72e-010.067
11156PTP4A3LZE24THumanEsophagusESCC5.20e-134.47e-010.0596
11156PTP4A3P1T-EHumanEsophagusESCC2.83e-043.67e-010.0875
11156PTP4A3P2T-EHumanEsophagusESCC3.78e-368.73e-010.1177
11156PTP4A3P4T-EHumanEsophagusESCC3.03e-102.08e-010.1323
11156PTP4A3P5T-EHumanEsophagusESCC5.17e-102.32e-010.1327
11156PTP4A3P8T-EHumanEsophagusESCC6.02e-072.03e-010.0889
11156PTP4A3P10T-EHumanEsophagusESCC7.45e-122.28e-010.116
11156PTP4A3P11T-EHumanEsophagusESCC3.78e-042.08e-010.1426
11156PTP4A3P12T-EHumanEsophagusESCC1.32e-112.00e-010.1122
11156PTP4A3P15T-EHumanEsophagusESCC4.79e-153.42e-010.1149
11156PTP4A3P16T-EHumanEsophagusESCC6.35e-417.18e-010.1153
11156PTP4A3P17T-EHumanEsophagusESCC4.14e-041.92e-010.1278
11156PTP4A3P20T-EHumanEsophagusESCC1.57e-051.32e-010.1124
11156PTP4A3P21T-EHumanEsophagusESCC3.92e-213.67e-010.1617
11156PTP4A3P22T-EHumanEsophagusESCC4.11e-131.91e-010.1236
11156PTP4A3P23T-EHumanEsophagusESCC5.32e-175.62e-010.108
11156PTP4A3P24T-EHumanEsophagusESCC2.32e-082.58e-010.1287
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:199082316EsophagusESCCresponse to leukemia inhibitory factor60/855295/187234.41e-042.48e-0360
GO:199083015EsophagusESCCcellular response to leukemia inhibitory factor59/855294/187236.19e-043.32e-0359
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:190122414EsophagusESCCpositive regulation of NIK/NF-kappaB signaling44/855269/187231.86e-038.42e-0344
GO:00380615EsophagusESCCNIK/NF-kappaB signaling81/8552143/187235.33e-032.00e-0281
GO:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:190495122LiverHCCpositive regulation of establishment of protein localization207/7958319/187233.95e-163.29e-14207
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:19012242LiverHCCpositive regulation of NIK/NF-kappaB signaling41/795869/187233.38e-031.54e-0241
GO:00380611LiverHCCNIK/NF-kappaB signaling77/7958143/187233.98e-031.76e-0277
GO:19012221LiverHCCregulation of NIK/NF-kappaB signaling60/7958112/187231.17e-024.28e-0260
GO:000166721LiverHCCameboidal-type cell migration226/7958475/187231.35e-024.81e-02226
GO:190495118ProstateTumorpositive regulation of establishment of protein localization106/3246319/187233.13e-122.70e-10106
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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
PTP4A3SNVMissense_Mutationnovelc.196G>Tp.Val66Leup.V66LO75365protein_codingtolerated(1)benign(0)TCGA-AR-A254-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
PTP4A3SNVMissense_Mutationnovelc.332N>Ap.Ala111Aspp.A111DO75365protein_codingdeleterious(0)probably_damaging(0.975)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PTP4A3SNVMissense_Mutationc.403N>Ap.Gln135Lysp.Q135KO75365protein_codingtolerated(0.13)benign(0.017)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTP4A3SNVMissense_Mutationnovelc.62T>Cp.Ile21Thrp.I21TO75365protein_codingdeleterious(0.02)probably_damaging(0.94)TCGA-AZ-6600-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycpt-11PD
PTP4A3SNVMissense_Mutationrs776517948c.139C>Tp.Arg47Cysp.R47CO75365protein_codingdeleterious(0.01)probably_damaging(0.977)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PTP4A3SNVMissense_Mutationc.458N>Ap.Arg153Glnp.R153QO75365protein_codingtolerated(0.1)benign(0.36)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PTP4A3SNVMissense_Mutationc.385N>Ap.Ala129Thrp.A129TO75365protein_codingdeleterious(0.02)probably_damaging(0.965)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PTP4A3deletionIn_Frame_Delc.503_508delNNNNNNp.Thr168_Cys170delinsSerp.T168_C170delinsSO75365protein_codingTCGA-EI-6883-01Colorectumrectum adenocarcinomaMale<65I/IIChemotherapy5fluorouracil+leucovorinSD
PTP4A3SNVMissense_Mutationc.501N>Tp.Lys167Asnp.K167NO75365protein_codingtolerated(0.09)benign(0.006)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
PTP4A3SNVMissense_Mutationrs867220700c.86N>Tp.Thr29Metp.T29MO75365protein_codingdeleterious(0.01)possibly_damaging(0.851)TCGA-AP-A1DO-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
11156PTP4A3DRUGGABLE GENOME, PROTEIN PHOSPHATASECETUXIMABCETUXIMAB23867504
11156PTP4A3DRUGGABLE GENOME, PROTEIN PHOSPHATASEEMODINEMODIN22137788
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