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: PTPN13

Gene summary for PTPN13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPN13

Gene ID

5783

Gene nameprotein tyrosine phosphatase non-receptor type 13
Gene AliasFAP-1
Cytomap4q21.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q12923


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
5783PTPN13CA_HPV_1HumanCervixCC7.48e-04-2.00e-010.0264
5783PTPN13CA_HPV_3HumanCervixCC1.33e-041.73e-010.0414
5783PTPN13CCI_1HumanCervixCC1.08e-242.12e+000.528
5783PTPN13CCI_2HumanCervixCC9.33e-131.65e+000.5249
5783PTPN13CCI_3HumanCervixCC2.16e-281.54e+000.516
5783PTPN13CCII_1HumanCervixCC3.35e-075.06e-010.3249
5783PTPN13TumorHumanCervixCC2.81e-073.34e-010.1241
5783PTPN13sample3HumanCervixCC2.94e-164.31e-010.1387
5783PTPN13T3HumanCervixCC8.91e-143.73e-010.1389
5783PTPN13HTA11_78_2000001011HumanColorectumAD3.44e-074.08e-01-0.1088
5783PTPN13HTA11_99999970781_79442HumanColorectumMSS9.17e-327.76e-010.294
5783PTPN13A001-C-207HumanColorectumFAP1.08e-034.60e-010.1278
5783PTPN13A002-C-203HumanColorectumFAP6.33e-104.94e-010.2786
5783PTPN13A001-C-104HumanColorectumFAP1.23e-085.34e-010.0184
5783PTPN13LZE2THumanEsophagusESCC3.29e-035.15e-010.082
5783PTPN13LZE22D1HumanEsophagusHGIN1.75e-031.36e-010.0595
5783PTPN13LZE22THumanEsophagusESCC6.35e-043.53e-010.068
5783PTPN13LZE24THumanEsophagusESCC2.80e-062.72e-010.0596
5783PTPN13P1T-EHumanEsophagusESCC3.47e-035.05e-010.0875
5783PTPN13P2T-EHumanEsophagusESCC1.39e-243.72e-010.1177
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
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
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.

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:004593610CervixCCnegative regulation of phosphate metabolic process88/2311441/187232.92e-068.27e-0588
GO:001056310CervixCCnegative regulation of phosphorus metabolic process88/2311442/187233.21e-068.77e-0588
GO:004232610CervixCCnegative regulation of phosphorylation77/2311385/187231.09e-052.38e-0477
GO:00064708CervixCCprotein dephosphorylation60/2311281/187231.33e-052.68e-0460
GO:000193310CervixCCnegative regulation of protein phosphorylation69/2311342/187232.29e-054.01e-0469
GO:00163117CervixCCdephosphorylation73/2311417/187231.23e-039.87e-0373
GO:0014065CervixCCphosphatidylinositol 3-kinase signaling28/2311144/187239.50e-034.72e-0228
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:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:0048017ColorectumADinositol lipid-mediated signaling53/3918182/187235.35e-033.52e-0253
GO:0048015ColorectumADphosphatidylinositol-mediated signaling52/3918178/187235.37e-033.54e-0252
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00423262ColorectumMSSnegative regulation of phosphorylation103/3467385/187233.76e-057.17e-04103
GO:00019332ColorectumMSSnegative regulation of protein phosphorylation93/3467342/187234.54e-058.35e-0493
GO:00064702ColorectumMSSprotein dephosphorylation73/3467281/187231.15e-031.12e-0273
Page: 1 2 3 4 5 6 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa042109CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa0421014CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa04210ColorectumMSSApoptosis44/1875136/84653.66e-031.66e-021.01e-0244
hsa042101ColorectumMSSApoptosis44/1875136/84653.66e-031.66e-021.01e-0244
hsa0421020EsophagusHGINApoptosis36/1383136/84651.67e-031.52e-021.20e-0236
hsa04210110EsophagusHGINApoptosis36/1383136/84651.67e-031.52e-021.20e-0236
hsa0421027EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa0421037EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa042107LungIACApoptosis30/1053136/84651.11e-037.82e-035.19e-0330
hsa0421012LungIACApoptosis30/1053136/84651.11e-037.82e-035.19e-0330
hsa0421021LungAISApoptosis25/961136/84659.83e-034.20e-022.69e-0225
hsa0421031LungAISApoptosis25/961136/84659.83e-034.20e-022.69e-0225
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0421026Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
hsa0421036Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
hsa0421016ProstateBPHApoptosis46/1718136/84651.41e-048.31e-045.14e-0446
hsa0421017ProstateBPHApoptosis46/1718136/84651.41e-048.31e-045.14e-0446
hsa0421025ProstateTumorApoptosis48/1791136/84659.03e-056.10e-043.78e-0448
hsa0421035ProstateTumorApoptosis48/1791136/84659.03e-056.10e-043.78e-0448
Page: 1 

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
PTPN13SNVMissense_Mutationc.2330N>Ap.Gly777Glup.G777EQ12923protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTPN13SNVMissense_Mutationrs764669231c.3760G>Tp.Ala1254Serp.A1254SQ12923protein_codingtolerated(0.14)probably_damaging(0.948)TCGA-A7-A5ZW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
PTPN13SNVMissense_Mutationc.1555N>Ap.Asp519Asnp.D519NQ12923protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
PTPN13SNVMissense_Mutationc.353A>Gp.Gln118Argp.Q118RQ12923protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN13SNVMissense_Mutationrs184221078c.1673G>Ap.Arg558Glnp.R558QQ12923protein_codingtolerated(0.43)benign(0.007)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN13SNVMissense_Mutationc.6346N>Cp.Glu2116Glnp.E2116QQ12923protein_codingdeleterious(0.01)benign(0.024)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PTPN13SNVMissense_Mutationnovelc.2853A>Cp.Lys951Asnp.K951NQ12923protein_codingtolerated(0.27)possibly_damaging(0.549)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN13SNVMissense_Mutationnovelc.4661A>Gp.Asp1554Glyp.D1554GQ12923protein_codingtolerated(0.1)benign(0.149)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN13SNVMissense_Mutationnovelc.4803T>Gp.Ile1601Metp.I1601MQ12923protein_codingtolerated(0.42)benign(0.142)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN13SNVMissense_Mutationnovelc.5266G>Cp.Asp1756Hisp.D1756HQ12923protein_codingtolerated(0.06)possibly_damaging(0.526)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 

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
5783PTPN13DRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASE, CLINICALLY ACTIONABLEANTIESTROGENS15242314
Page: 1