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: PTPN23

Gene summary for PTPN23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPN23

Gene ID

25930

Gene nameprotein tyrosine phosphatase non-receptor type 23
Gene AliasHD-PTP
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

B4DST5


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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
25930PTPN23LZE2THumanEsophagusESCC1.28e-023.54e-010.082
25930PTPN23LZE4THumanEsophagusESCC2.68e-023.83e-020.0811
25930PTPN23LZE24THumanEsophagusESCC1.32e-101.78e-010.0596
25930PTPN23LZE21THumanEsophagusESCC1.82e-021.21e-010.0655
25930PTPN23P4T-EHumanEsophagusESCC9.69e-096.12e-020.1323
25930PTPN23P5T-EHumanEsophagusESCC4.38e-043.57e-020.1327
25930PTPN23P8T-EHumanEsophagusESCC3.78e-121.77e-010.0889
25930PTPN23P9T-EHumanEsophagusESCC1.04e-141.15e-010.1131
25930PTPN23P10T-EHumanEsophagusESCC5.11e-069.98e-020.116
25930PTPN23P11T-EHumanEsophagusESCC3.47e-052.05e-010.1426
25930PTPN23P12T-EHumanEsophagusESCC6.00e-091.37e-010.1122
25930PTPN23P15T-EHumanEsophagusESCC5.51e-091.47e-010.1149
25930PTPN23P16T-EHumanEsophagusESCC1.72e-086.37e-020.1153
25930PTPN23P17T-EHumanEsophagusESCC2.33e-031.29e-010.1278
25930PTPN23P20T-EHumanEsophagusESCC4.69e-079.15e-020.1124
25930PTPN23P21T-EHumanEsophagusESCC5.98e-122.62e-010.1617
25930PTPN23P22T-EHumanEsophagusESCC5.90e-068.76e-020.1236
25930PTPN23P23T-EHumanEsophagusESCC1.33e-161.39e-010.108
25930PTPN23P24T-EHumanEsophagusESCC1.64e-101.68e-010.1287
25930PTPN23P26T-EHumanEsophagusESCC3.65e-041.14e-010.1276
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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
∗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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:009887615EsophagusESCCvesicle-mediated transport to the plasma membrane99/8552136/187231.13e-103.39e-0999
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:00989278EsophagusESCCvesicle-mediated transport between endosomal compartments36/855243/187232.90e-074.20e-0636
GO:00450226EsophagusESCCearly endosome to late endosome transport33/855240/187231.80e-062.11e-0533
GO:00324565EsophagusESCCendocytic recycling51/855273/187232.47e-052.10e-0451
GO:00431623EsophagusESCCubiquitin-dependent protein catabolic process via the multivesicular body sorting pathway19/855223/187233.12e-041.85e-0319
GO:19036496EsophagusESCCregulation of cytoplasmic transport22/855228/187233.95e-042.26e-0322
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:004521620EsophagusESCCcell-cell junction organization114/8552200/187238.04e-044.16e-03114
GO:20006413EsophagusESCCregulation of early endosome to late endosome transport15/855218/187231.20e-035.88e-0315
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
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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
PTPN23SNVMissense_Mutationc.1990N>Cp.Ala664Prop.A664PQ9H3S7protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A7-A13G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexPD
PTPN23SNVMissense_Mutationc.1987N>Ap.Glu663Lysp.E663KQ9H3S7protein_codingdeleterious(0)possibly_damaging(0.82)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PTPN23SNVMissense_Mutationrs746807105c.1609N>Tp.Arg537Trpp.R537WQ9H3S7protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPN23SNVMissense_Mutationrs755103681c.3709N>Tp.Arg1237Cysp.R1237CQ9H3S7protein_codingdeleterious(0.05)possibly_damaging(0.877)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PTPN23SNVMissense_Mutationc.3610C>Gp.His1204Aspp.H1204DQ9H3S7protein_codingdeleterious(0)benign(0.003)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTPN23SNVMissense_Mutationnovelc.1067N>Cp.Ile356Thrp.I356TQ9H3S7protein_codingdeleterious(0)probably_damaging(0.934)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PTPN23SNVMissense_Mutationrs150002416c.1579C>Tp.Arg527Cysp.R527CQ9H3S7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PTPN23SNVMissense_Mutationc.436C>Tp.His146Tyrp.H146YQ9H3S7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PTPN23SNVMissense_Mutationc.428N>Tp.Ser143Phep.S143FQ9H3S7protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-4107-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5SD
PTPN23SNVMissense_Mutationrs547301372c.2098N>Tp.Arg700Cysp.R700CQ9H3S7protein_codingtolerated(0.08)probably_damaging(0.939)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=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
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