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: PTPRN

Gene summary for PTPRN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPRN

Gene ID

5798

Gene nameprotein tyrosine phosphatase receptor type N
Gene AliasIA-2
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q16849


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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
5798PTPRNHTA12-15-2HumanPancreasPDAC3.53e-086.77e-010.2315
5798PTPRNHTA12-23-1HumanPancreasPDAC2.64e-025.20e-010.3405
5798PTPRNHTA12-26-1HumanPancreasPDAC2.34e-034.31e-010.3728
5798PTPRNHTA12-29-1HumanPancreasPDAC3.39e-113.82e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
∗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:00163114ColorectumCRCdephosphorylation79/2078417/187231.27e-067.21e-0579
GO:00064705ColorectumCRCprotein dephosphorylation57/2078281/187234.49e-061.87e-0457
GO:00097435ColorectumCRCresponse to carbohydrate49/2078253/187237.07e-051.51e-0349
GO:00335004ColorectumCRCcarbohydrate homeostasis49/2078259/187231.29e-042.46e-0349
GO:00425934ColorectumCRCglucose homeostasis48/2078258/187232.27e-043.78e-0348
GO:00016784ColorectumCRCcellular glucose homeostasis34/2078172/187235.80e-047.89e-0334
GO:00342845ColorectumCRCresponse to monosaccharide41/2078225/187239.57e-041.16e-0241
GO:00093064ColorectumCRCprotein secretion59/2078359/187231.32e-031.48e-0259
GO:00355924ColorectumCRCestablishment of protein localization to extracellular region59/2078360/187231.41e-031.54e-0259
GO:00097465ColorectumCRCresponse to hexose39/2078219/187231.94e-031.96e-0239
GO:00230611ColorectumCRCsignal release72/2078463/187231.95e-031.96e-0272
GO:00716924ColorectumCRCprotein localization to extracellular region59/2078368/187232.37e-032.27e-0259
GO:00097495ColorectumCRCresponse to glucose37/2078212/187233.54e-033.00e-0237
GO:00713224ColorectumCRCcellular response to carbohydrate stimulus30/2078163/187233.69e-033.12e-0230
GO:00300734ColorectumCRCinsulin secretion34/2078195/187235.10e-033.91e-0234
GO:00158334ColorectumCRCpeptide transport43/2078264/187236.47e-034.68e-0243
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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
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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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