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: P2RY2

Gene summary for P2RY2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

P2RY2

Gene ID

5029

Gene namepurinergic receptor P2Y2
Gene AliasHP2U
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P41231


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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
5029P2RY2P5T-EHumanEsophagusESCC2.31e-051.15e-010.1327
5029P2RY2P12T-EHumanEsophagusESCC1.43e-046.08e-020.1122
5029P2RY2P17T-EHumanEsophagusESCC2.02e-021.46e-010.1278
5029P2RY2P20T-EHumanEsophagusESCC3.10e-082.45e-010.1124
5029P2RY2P21T-EHumanEsophagusESCC7.76e-122.31e-010.1617
5029P2RY2P23T-EHumanEsophagusESCC3.89e-062.72e-010.108
5029P2RY2P26T-EHumanEsophagusESCC7.58e-088.10e-020.1276
5029P2RY2P27T-EHumanEsophagusESCC2.69e-035.16e-020.1055
5029P2RY2P28T-EHumanEsophagusESCC3.22e-051.44e-010.1149
5029P2RY2P31T-EHumanEsophagusESCC6.44e-045.35e-020.1251
5029P2RY2P36T-EHumanEsophagusESCC2.29e-021.27e-010.1187
5029P2RY2P37T-EHumanEsophagusESCC4.61e-025.97e-020.1371
5029P2RY2P44T-EHumanEsophagusESCC5.81e-093.24e-010.1096
5029P2RY2P49T-EHumanEsophagusESCC1.57e-053.94e-010.1768
5029P2RY2P62T-EHumanEsophagusESCC8.92e-041.44e-010.1302
5029P2RY2P75T-EHumanEsophagusESCC5.60e-041.18e-010.1125
5029P2RY2P80T-EHumanEsophagusESCC1.36e-072.39e-010.155
5029P2RY2P83T-EHumanEsophagusESCC2.39e-246.97e-010.1738
5029P2RY2P89T-EHumanEsophagusESCC7.89e-095.12e-010.1752
5029P2RY2P107T-EHumanEsophagusESCC1.83e-112.67e-010.171
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:00702543Oral cavityOSCCmucus secretion10/730513/187236.32e-032.35e-0210
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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
P2RY2SNVMissense_Mutationnovelc.953N>Tp.Arg318Leup.R318LP41231protein_codingdeleterious(0.02)benign(0.003)TCGA-AO-A0J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
P2RY2SNVMissense_Mutationc.1004N>Ap.Arg335Lysp.R335KP41231protein_codingtolerated(0.49)benign(0)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
P2RY2SNVMissense_Mutationnovelc.667C>Tp.Arg223Trpp.R223WP41231protein_codingdeleterious(0.02)probably_damaging(0.946)TCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
P2RY2SNVMissense_Mutationnovelc.821N>Ap.Leu274Glnp.L274QP41231protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
P2RY2SNVMissense_Mutationc.763N>Ap.Ala255Thrp.A255TP41231protein_codingtolerated(0.16)benign(0.066)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
P2RY2SNVMissense_Mutationnovelc.674N>Cp.Leu225Prop.L225PP41231protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
P2RY2SNVMissense_Mutationrs148967472c.530N>Ap.Arg177Hisp.R177HP41231protein_codingdeleterious(0.03)possibly_damaging(0.833)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
P2RY2SNVMissense_Mutationc.529N>Tp.Arg177Cysp.R177CP41231protein_codingdeleterious(0.01)probably_damaging(0.932)TCGA-AY-A8YK-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuCR
P2RY2SNVMissense_Mutationc.428N>Ap.Arg143Hisp.R143HP41231protein_codingtolerated(0.25)benign(0.035)TCGA-D5-5539-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fuPD
P2RY2SNVMissense_Mutationc.248C>Tp.Ala83Valp.A83VP41231protein_codingtolerated(1)benign(0.012)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=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
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELATRATRETINOIN18404486
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELDiquafosolDIQUAFOSOL
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELINS37217
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651410CHEMBL1767409
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELantagonist135649951
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651592
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651591DIQUAFOSOL
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist178100411
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELantagonist329968408
5029P2RY2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135650664
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