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: PTPRS

Gene summary for PTPRS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPRS

Gene ID

5802

Gene nameprotein tyrosine phosphatase receptor type S
Gene AliasPTPSIGMA
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q13332


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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
5802PTPRSP126T-EHumanEsophagusESCC5.94e-063.63e-010.1125
5802PTPRSP127T-EHumanEsophagusESCC1.47e-122.28e-010.0826
5802PTPRSP128T-EHumanEsophagusESCC4.58e-379.23e-010.1241
5802PTPRSP130T-EHumanEsophagusESCC6.36e-335.55e-010.1676
5802PTPRSC21HumanOral cavityOSCC2.58e-056.20e-010.2678
5802PTPRSC30HumanOral cavityOSCC2.87e-077.76e-010.3055
5802PTPRSC43HumanOral cavityOSCC9.04e-187.67e-010.1704
5802PTPRSC46HumanOral cavityOSCC1.94e-034.89e-010.1673
5802PTPRSC08HumanOral cavityOSCC6.86e-064.25e-010.1919
5802PTPRSEOLP-1HumanOral cavityEOLP5.79e-063.60e-01-0.0202
5802PTPRSSYSMH1HumanOral cavityOSCC1.51e-102.36e-010.1127
5802PTPRSSYSMH2HumanOral cavityOSCC2.07e-021.65e-010.2326
5802PTPRSSYSMH6HumanOral cavityOSCC4.82e-083.94e-020.1275
5802PTPRS048752_1579-all-cellsHumanProstateBPH1.24e-295.30e-010.1008
5802PTPRS052095_1628-all-cellsHumanProstateBPH1.76e-133.52e-010.1032
5802PTPRS052097_1595-all-cellsHumanProstateBPH1.65e-112.94e-010.0972
5802PTPRS052099_1652-all-cellsHumanProstateBPH8.47e-164.12e-010.1038
5802PTPRSDong_P1HumanProstateTumor2.18e-122.23e-010.035
5802PTPRSDong_P3HumanProstateTumor3.39e-224.40e-010.0278
5802PTPRSDong_P4HumanProstateTumor2.38e-062.60e-010.0292
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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
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
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
∗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:00027644CervixCCimmune response-regulating signaling pathway97/2311468/187231.49e-077.07e-0697
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:19030349CervixCCregulation of response to wounding44/2311167/187236.33e-072.31e-0544
GO:00109757CervixCCregulation of neuron projection development88/2311445/187234.26e-061.09e-0488
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00064708CervixCCprotein dephosphorylation60/2311281/187231.33e-052.68e-0460
GO:00310996CervixCCregeneration46/2311198/187231.43e-052.84e-0446
GO:00609965CervixCCdendritic spine development28/231199/187231.61e-053.15e-0428
GO:00325359CervixCCregulation of cellular component size76/2311383/187231.66e-053.21e-0476
GO:00615647CervixCCaxon development89/2311467/187231.71e-053.27e-0489
GO:00022212CervixCCpattern recognition receptor signaling pathway39/2311172/187231.08e-041.38e-0339
GO:00074097CervixCCaxonogenesis78/2311418/187231.14e-041.43e-0378
GO:00622073CervixCCregulation of pattern recognition receptor signaling pathway27/2311105/187231.37e-041.68e-0327
GO:00015588CervixCCregulation of cell growth77/2311414/187231.40e-041.70e-0377
GO:00609984CervixCCregulation of dendritic spine development18/231161/187232.84e-043.07e-0318
GO:19021153CervixCCregulation of organelle assembly40/2311186/187232.92e-043.15e-0340
GO:000206410CervixCCepithelial cell development45/2311220/187234.14e-044.21e-0345
GO:00507705CervixCCregulation of axonogenesis34/2311154/187234.87e-044.76e-0334
GO:19018886CervixCCregulation of cell junction assembly42/2311204/187235.50e-045.29e-0342
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa045147CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
hsa0451412CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
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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
PTPRSSNVMissense_Mutationrs758242063c.554N>Gp.Lys185Argp.K185RQ13332protein_codingdeleterious(0.04)probably_damaging(0.986)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPRSSNVMissense_Mutationrs749770933c.4976N>Ap.Arg1659Hisp.R1659HQ13332protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PTPRSSNVMissense_Mutationrs771478606c.4886N>Gp.Asn1629Serp.N1629SQ13332protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E9-A1R6-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PTPRSinsertionIn_Frame_Insnovelc.3570_3571insACCCAAGGCCAGGCTGGTp.Arg1190_Leu1191insThrGlnGlyGlnAlaGlyp.R1190_L1191insTQGQAGQ13332protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTPRSinsertionIn_Frame_Insnovelc.5580_5581insAGAGTCp.Ile1860_Gly1861insArgValp.I1860_G1861insRVQ13332protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
PTPRSinsertionFrame_Shift_Insnovelc.5578_5579insGCCCCAAGCTTAGGCTGTCCCATCTGGGCTGp.Ile1860SerfsTer16p.I1860Sfs*16Q13332protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
PTPRSinsertionIn_Frame_Insnovelc.3910_3911insAAGp.Leu1304delinsGlnValp.L1304delinsQVQ13332protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
PTPRSinsertionFrame_Shift_Insnovelc.3909_3910insTTCAACTCAGp.Leu1304PhefsTer13p.L1304Ffs*13Q13332protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
PTPRSdeletionFrame_Shift_Delnovelc.4210delNp.Gln1404SerfsTer12p.Q1404Sfs*12Q13332protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PTPRSdeletionFrame_Shift_Delnovelc.3363delNp.Leu1122SerfsTer36p.L1122Sfs*36Q13332protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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
5802PTPRSDRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASE, CLINICALLY ACTIONABLEinhibitor252827507
5802PTPRSDRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASE, CLINICALLY ACTIONABLEEtidronic acid
5802PTPRSDRUGGABLE GENOME, PROTEIN PHOSPHATASE, KINASE, CLINICALLY ACTIONABLEinhibitor381118819
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