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: P2RY6

Gene summary for P2RY6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

P2RY6

Gene ID

5031

Gene namepyrimidinergic receptor P2Y6
Gene AliasP2Y6
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024R5I9


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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
5031P2RY6LZE22THumanEsophagusESCC1.57e-033.06e-010.068
5031P2RY6P5T-EHumanEsophagusESCC3.75e-031.01e-010.1327
5031P2RY6P8T-EHumanEsophagusESCC9.44e-071.77e-010.0889
5031P2RY6P9T-EHumanEsophagusESCC5.22e-183.83e-010.1131
5031P2RY6P11T-EHumanEsophagusESCC2.46e-022.49e-010.1426
5031P2RY6P23T-EHumanEsophagusESCC2.89e-022.05e-010.108
5031P2RY6P49T-EHumanEsophagusESCC2.95e-086.46e-010.1768
5031P2RY6P74T-EHumanEsophagusESCC7.09e-072.07e-010.1479
5031P2RY6P75T-EHumanEsophagusESCC7.31e-144.04e-010.1125
5031P2RY6P89T-EHumanEsophagusESCC4.36e-044.13e-010.1752
5031P2RY6P130T-EHumanEsophagusESCC5.57e-401.15e+000.1676
5031P2RY6C04HumanOral cavityOSCC1.12e-031.85e-010.2633
5031P2RY6C21HumanOral cavityOSCC2.98e-125.51e-010.2678
5031P2RY6C30HumanOral cavityOSCC1.59e-268.04e-010.3055
5031P2RY6C51HumanOral cavityOSCC4.98e-041.85e-010.2674
5031P2RY6LP15HumanOral cavityLP4.58e-049.27e-010.2174
5031P2RY6EOLP-1HumanOral cavityEOLP4.33e-082.66e-01-0.0202
5031P2RY6SYSMH3HumanOral cavityOSCC3.50e-021.19e-010.2442
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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:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:1901654111EsophagusESCCresponse to ketone118/8552194/187231.45e-051.31e-04118
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:19016556EsophagusESCCcellular response to ketone59/855296/187231.32e-036.30e-0359
GO:00061096EsophagusESCCregulation of carbohydrate metabolic process101/8552178/187231.89e-038.52e-03101
GO:0097305111EsophagusESCCresponse to alcohol138/8552253/187232.70e-031.14e-02138
GO:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00106755EsophagusESCCregulation of cellular carbohydrate metabolic process83/8552146/187234.24e-031.69e-0283
GO:00486607EsophagusESCCregulation of smooth muscle cell proliferation100/8552180/187234.76e-031.85e-02100
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:00486615EsophagusESCCpositive regulation of smooth muscle cell proliferation61/8552104/187235.22e-031.97e-0261
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:190165419Oral cavityOSCCresponse to ketone114/7305194/187231.82e-083.60e-07114
GO:005165120Oral cavityOSCCmaintenance of location in cell121/7305214/187231.39e-072.32e-06121
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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
P2RY6SNVMissense_Mutationc.619G>Tp.Ala207Serp.A207SQ15077protein_codingtolerated(0.08)benign(0.185)TCGA-A8-A07F-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
P2RY6SNVMissense_Mutationrs779583331c.163N>Tp.Arg55Cysp.R55CQ15077protein_codingtolerated(0.11)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
P2RY6SNVMissense_Mutationc.235C>Ap.Leu79Metp.L79MQ15077protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
P2RY6SNVMissense_Mutationrs193163379c.983N>Ap.Arg328Hisp.R328HQ15077protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
P2RY6SNVMissense_Mutationrs574690210c.298N>Tp.Arg100Cysp.R100CQ15077protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
P2RY6SNVMissense_Mutationnovelc.224N>Gp.Tyr75Cysp.Y75CQ15077protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
P2RY6SNVMissense_Mutationrs374484031c.451N>Ap.Val151Metp.V151MQ15077protein_codingdeleterious(0)possibly_damaging(0.647)TCGA-CM-5341-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
P2RY6SNVMissense_Mutationrs773575254c.982C>Tp.Arg328Cysp.R328CQ15077protein_codingdeleterious_low_confidence(0)benign(0)TCGA-DM-A28E-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
P2RY6insertionIn_Frame_Insnovelc.78_79insCTGp.Leu29dupp.L29dupQ15077protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
P2RY6SNVMissense_Mutationnovelc.841N>Ap.Ala281Thrp.A281TQ15077protein_codingtolerated(0.09)possibly_damaging(0.551)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid 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
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651589
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651403
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651408
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651592
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELantagonist135650660
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELMC-1
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist178102533
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135651427ADENOSINE DIPHOSPHATE
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELagonist135650401
5031P2RY6G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, ION CHANNELGC021109
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