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: PTPRO

Gene summary for PTPRO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPRO

Gene ID

5800

Gene nameprotein tyrosine phosphatase receptor type O
Gene AliasGLEPP1
Cytomap12p12.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q16827


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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
5800PTPROHTA11_3410_2000001011HumanColorectumAD5.61e-11-5.17e-010.0155
5800PTPROHTA11_2487_2000001011HumanColorectumSER2.37e-10-5.88e-01-0.1808
5800PTPROHTA11_1938_2000001011HumanColorectumAD1.90e-04-5.34e-01-0.0811
5800PTPROHTA11_78_2000001011HumanColorectumAD2.13e-09-5.56e-01-0.1088
5800PTPROHTA11_3361_2000001011HumanColorectumAD6.55e-06-5.60e-01-0.1207
5800PTPROHTA11_83_2000001011HumanColorectumSER1.12e-04-5.67e-01-0.1526
5800PTPROHTA11_696_2000001011HumanColorectumAD1.29e-07-4.12e-01-0.1464
5800PTPROHTA11_866_2000001011HumanColorectumAD1.85e-03-3.86e-01-0.1001
5800PTPROHTA11_1391_2000001011HumanColorectumAD4.92e-09-5.21e-01-0.059
5800PTPROHTA11_10711_2000001011HumanColorectumAD1.92e-06-5.45e-010.0338
5800PTPROHTA11_7696_3000711011HumanColorectumAD9.85e-05-3.78e-010.0674
5800PTPROF007HumanColorectumFAP4.25e-09-5.41e-010.1176
5800PTPROA002-C-010HumanColorectumFAP2.63e-05-4.67e-010.242
5800PTPROA001-C-207HumanColorectumFAP2.19e-10-5.16e-010.1278
5800PTPROA015-C-203HumanColorectumFAP1.81e-13-3.98e-01-0.1294
5800PTPROA015-C-204HumanColorectumFAP1.48e-11-5.53e-01-0.0228
5800PTPROA002-C-201HumanColorectumFAP2.75e-15-5.18e-010.0324
5800PTPROA002-C-203HumanColorectumFAP1.86e-14-5.16e-010.2786
5800PTPROA001-C-108HumanColorectumFAP1.19e-15-5.03e-01-0.0272
5800PTPROA002-C-205HumanColorectumFAP3.74e-13-4.71e-01-0.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0045216ColorectumADcell-cell junction organization80/3918200/187235.57e-104.58e-0880
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0007043ColorectumADcell-cell junction assembly57/3918146/187234.18e-071.61e-0557
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:0051348ColorectumADnegative regulation of transferase activity85/3918268/187232.07e-054.19e-0485
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0097581ColorectumADlamellipodium organization35/391890/187237.39e-051.18e-0335
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:0060070ColorectumADcanonical Wnt signaling pathway90/3918303/187231.76e-042.38e-0390
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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
PTPROSNVMissense_Mutationc.295N>Cp.Val99Leup.V99LQ16827protein_codingtolerated_low_confidence(0.22)benign(0.005)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
PTPROSNVMissense_Mutationrs761583283c.128C>Tp.Ser43Leup.S43LQ16827protein_codingdeleterious_low_confidence(0)possibly_damaging(0.456)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
PTPROSNVMissense_Mutationnovelc.2467N>Cp.Ile823Leup.I823LQ16827protein_codingdeleterious(0.01)benign(0.13)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPROSNVMissense_Mutationc.1798C>Ap.Pro600Thrp.P600TQ16827protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
PTPROSNVMissense_Mutationc.1810N>Cp.Tyr604Hisp.Y604HQ16827protein_codingdeleterious(0.03)possibly_damaging(0.853)TCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PTPROSNVMissense_Mutationc.1444N>Cp.Glu482Glnp.E482QQ16827protein_codingdeleterious(0)probably_damaging(0.996)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
PTPROinsertionIn_Frame_Insnovelc.1004_1005insGTTCATGGAAGAGGTGATAATGGAACTGCTATTTGAAGAACAAGTp.Ser335_Gly336insPheMetGluGluValIleMetGluLeuLeuPheGluGluGlnValp.S335_G336insFMEEVIMELLFEEQVQ16827protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PTPROSNVMissense_Mutationrs763453061c.214N>Cp.Glu72Glnp.E72QQ16827protein_codingtolerated_low_confidence(0.24)benign(0.01)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTPROSNVMissense_Mutationrs724159880c.1444N>Ap.Glu482Lysp.E482KQ16827protein_codingdeleterious(0)probably_damaging(0.984)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTPROSNVMissense_Mutationc.2730G>Tp.Lys910Asnp.K910NQ16827protein_codingdeleterious(0)probably_damaging(0.997)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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