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: PTPRD

Gene summary for PTPRD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPRD

Gene ID

5789

Gene nameprotein tyrosine phosphatase receptor type D
Gene AliasHPTP
Cytomap9p24.1-p23
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q59H90


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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
5789PTPRDHTA11_3410_2000001011HumanColorectumAD1.09e-03-2.52e-010.0155
5789PTPRDHTA11_2487_2000001011HumanColorectumSER1.59e-07-5.81e-01-0.1808
5789PTPRDHTA11_1938_2000001011HumanColorectumAD6.39e-08-5.89e-01-0.0811
5789PTPRDHTA11_78_2000001011HumanColorectumAD8.16e-03-3.96e-01-0.1088
5789PTPRDHTA11_83_2000001011HumanColorectumSER2.41e-07-4.93e-01-0.1526
5789PTPRDHTA11_696_2000001011HumanColorectumAD1.75e-04-3.46e-01-0.1464
5789PTPRDHTA11_5212_2000001011HumanColorectumAD2.64e-04-6.74e-01-0.2061
5789PTPRDHTA11_5216_2000001011HumanColorectumSER3.01e-09-8.13e-01-0.1462
5789PTPRDHTA11_8622_2000001021HumanColorectumSER7.11e-04-7.18e-010.0528
5789PTPRDHTA11_6818_2000001021HumanColorectumAD1.93e-035.33e-010.0588
5789PTPRDHTA11_99999965104_69814HumanColorectumMSS6.08e-16-7.65e-010.281
5789PTPRDHTA11_99999971662_82457HumanColorectumMSS1.44e-06-3.37e-010.3859
5789PTPRDHTA11_99999974143_84620HumanColorectumMSS7.14e-74-1.21e+000.3005
5789PTPRDA002-C-010HumanColorectumFAP1.72e-072.50e-010.242
5789PTPRDA015-C-203HumanColorectumFAP2.05e-34-6.46e-01-0.1294
5789PTPRDA015-C-204HumanColorectumFAP2.75e-09-5.11e-01-0.0228
5789PTPRDA002-C-201HumanColorectumFAP2.50e-16-4.91e-010.0324
5789PTPRDA001-C-119HumanColorectumFAP4.26e-15-7.09e-01-0.1557
5789PTPRDA001-C-108HumanColorectumFAP4.91e-15-2.80e-01-0.0272
5789PTPRDA002-C-205HumanColorectumFAP1.03e-25-5.86e-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
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
∗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:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0031346ColorectumADpositive regulation of cell projection organization104/3918353/187238.26e-051.30e-03104
GO:0071709ColorectumADmembrane assembly22/391850/187232.00e-042.66e-0322
GO:0010769ColorectumADregulation of cell morphogenesis involved in differentiation35/391896/187233.26e-043.85e-0335
GO:0010770ColorectumADpositive regulation of cell morphogenesis involved in differentiation30/391879/187233.81e-044.38e-0330
GO:0010720ColorectumADpositive regulation of cell development87/3918298/187234.17e-044.71e-0387
GO:0044091ColorectumADmembrane biogenesis22/391855/187239.88e-049.28e-0322
GO:1901888ColorectumADregulation of cell junction assembly61/3918204/187231.50e-031.27e-0261
GO:0050767ColorectumADregulation of neurogenesis99/3918364/187232.35e-031.82e-0299
GO:0099173ColorectumADpostsynapse organization51/3918168/187232.47e-031.90e-0251
GO:0016358ColorectumADdendrite development69/3918243/187233.32e-032.42e-0269
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:00226041ColorectumSERregulation of cell morphogenesis89/2897309/187231.51e-091.52e-0789
GO:00343291ColorectumSERcell junction assembly100/2897420/187234.23e-061.61e-04100
GO:00717091ColorectumSERmembrane assembly20/289750/187232.45e-056.84e-0420
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa045146LungIACCell adhesion molecules30/1053157/84651.03e-023.83e-022.54e-0230
hsa0451411LungIACCell adhesion molecules30/1053157/84651.03e-023.83e-022.54e-0230
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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
PTPRDSNVMissense_Mutationnovelc.4606N>Gp.Arg1536Glyp.R1536GP23468protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
PTPRDSNVMissense_Mutationrs377557345c.2431N>Tp.Arg811Cysp.R811CP23468protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTPRDSNVMissense_Mutationc.3886N>Cp.Glu1296Glnp.E1296QP23468protein_codingtolerated(0.19)benign(0.01)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPRDSNVMissense_Mutationc.646N>Gp.Arg216Glyp.R216GP23468protein_codingdeleterious(0.01)probably_damaging(0.974)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
PTPRDSNVMissense_Mutationc.2344N>Ap.Glu782Lysp.E782KP23468protein_codingtolerated(0.24)benign(0.158)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PTPRDSNVMissense_Mutationrs200684369c.3299C>Tp.Thr1100Metp.T1100MP23468protein_codingdeleterious(0.02)possibly_damaging(0.628)TCGA-AC-A6IV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PTPRDSNVMissense_Mutationnovelc.2619N>Ap.Phe873Leup.F873LP23468protein_codingtolerated(0.19)benign(0.034)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPRDSNVMissense_Mutationrs868831433c.5474G>Ap.Gly1825Aspp.G1825DP23468protein_codingdeleterious(0)probably_damaging(0.948)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTPRDSNVMissense_Mutationrs749851220c.277N>Ap.Glu93Lysp.E93KP23468protein_codingtolerated(0.1)possibly_damaging(0.514)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
PTPRDSNVMissense_Mutationc.3073N>Gp.His1025Aspp.H1025DP23468protein_codingtolerated(0.24)benign(0.107)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
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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
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEUS9340574, 7
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEpioglitazonePIOGLITAZONE
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEverapamilVERAPAMIL26425837
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLECIXUTUMUMABCIXUTUMUMAB23800680
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEtrandolaprilTRANDOLAPRIL26425837
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEJSI-12426267899
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLETEPROTUMUMABTEPROTUMUMAB23800680
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor381118819
5789PTPRDPROTEIN PHOSPHATASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLEAntihypertensives
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