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
5802PTPRSCCI_1HumanCervixCC2.34e-044.27e-010.528
5802PTPRSCCI_3HumanCervixCC3.62e-126.63e-010.516
5802PTPRSCCII_1HumanCervixCC4.23e-114.86e-010.3249
5802PTPRSTumorHumanCervixCC2.43e-032.16e-010.1241
5802PTPRSLZE7THumanEsophagusESCC2.07e-093.95e-010.0667
5802PTPRSLZE22D1HumanEsophagusHGIN5.14e-031.59e-010.0595
5802PTPRSLZE24THumanEsophagusESCC1.09e-062.08e-010.0596
5802PTPRSLZE21THumanEsophagusESCC1.57e-073.83e-010.0655
5802PTPRSP1T-EHumanEsophagusESCC2.65e-124.59e-010.0875
5802PTPRSP2T-EHumanEsophagusESCC1.30e-152.90e-010.1177
5802PTPRSP4T-EHumanEsophagusESCC3.18e-142.93e-010.1323
5802PTPRSP5T-EHumanEsophagusESCC1.96e-051.36e-010.1327
5802PTPRSP8T-EHumanEsophagusESCC2.51e-335.07e-010.0889
5802PTPRSP9T-EHumanEsophagusESCC1.69e-183.52e-010.1131
5802PTPRSP10T-EHumanEsophagusESCC2.08e-407.08e-010.116
5802PTPRSP11T-EHumanEsophagusESCC9.92e-216.26e-010.1426
5802PTPRSP12T-EHumanEsophagusESCC9.86e-346.04e-010.1122
5802PTPRSP15T-EHumanEsophagusESCC6.53e-234.49e-010.1149
5802PTPRSP16T-EHumanEsophagusESCC3.19e-233.47e-010.1153
5802PTPRSP17T-EHumanEsophagusESCC9.15e-123.97e-010.1278
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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:00905578EsophagusESCCestablishment of endothelial intestinal barrier10/855212/187238.94e-033.12e-0210
GO:00486791EsophagusESCCregulation of axon regeneration20/855229/187239.66e-033.34e-0220
GO:004544610EsophagusESCCendothelial cell differentiation67/8552118/187239.86e-033.40e-0267
GO:004858810EsophagusESCCdevelopmental cell growth125/8552234/187231.01e-023.46e-02125
GO:000315818EsophagusESCCendothelium development76/8552136/187231.05e-023.59e-0276
GO:190188810EsophagusESCCregulation of cell junction assembly109/8552204/187231.53e-024.96e-02109
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
GO:000647015Oral cavityOSCCprotein dephosphorylation162/7305281/187231.56e-104.56e-09162
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:19021155Oral cavityOSCCregulation of organelle assembly109/7305186/187234.54e-088.45e-07109
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:00310999Oral cavityOSCCregeneration114/7305198/187238.54e-081.50e-06114
GO:00459266Oral cavityOSCCnegative regulation of growth135/7305249/187237.29e-071.03e-05135
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:000206419Oral cavityOSCCepithelial cell development116/7305220/187232.34e-052.21e-04116
GO:00303084Oral cavityOSCCnegative regulation of cell growth101/7305188/187232.85e-052.63e-04101
GO:00326083Oral cavityOSCCinterferon-beta production37/730556/187233.74e-053.32e-0437
GO:00326483Oral cavityOSCCregulation of interferon-beta production37/730556/187233.74e-053.32e-0437
GO:00507679Oral cavityOSCCregulation of neurogenesis179/7305364/187234.49e-053.84e-04179
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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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