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: GPR87

Gene summary for GPR87

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPR87

Gene ID

53836

Gene nameG protein-coupled receptor 87
Gene AliasFKSG78
Cytomap3q25.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q9BY21


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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
53836GPR87P40T-EHumanEsophagusESCC1.55e-083.32e-010.109
53836GPR87P42T-EHumanEsophagusESCC8.60e-196.71e-010.1175
53836GPR87P44T-EHumanEsophagusESCC6.10e-095.57e-010.1096
53836GPR87P47T-EHumanEsophagusESCC7.71e-297.75e-010.1067
53836GPR87P48T-EHumanEsophagusESCC3.51e-156.68e-010.0959
53836GPR87P49T-EHumanEsophagusESCC6.01e-099.93e-010.1768
53836GPR87P52T-EHumanEsophagusESCC7.80e-147.21e-010.1555
53836GPR87P54T-EHumanEsophagusESCC1.19e-227.91e-010.0975
53836GPR87P56T-EHumanEsophagusESCC6.29e-045.47e-010.1613
53836GPR87P61T-EHumanEsophagusESCC4.84e-177.12e-010.099
53836GPR87P62T-EHumanEsophagusESCC1.34e-246.66e-010.1302
53836GPR87P65T-EHumanEsophagusESCC4.57e-091.92e-010.0978
53836GPR87P74T-EHumanEsophagusESCC1.70e-241.10e+000.1479
53836GPR87P75T-EHumanEsophagusESCC1.58e-043.34e-010.1125
53836GPR87P79T-EHumanEsophagusESCC1.17e-196.52e-010.1154
53836GPR87P82T-EHumanEsophagusESCC1.25e-076.82e-010.1072
53836GPR87P83T-EHumanEsophagusESCC3.90e-126.53e-010.1738
53836GPR87P84T-EHumanEsophagusESCC6.07e-107.96e-010.0933
53836GPR87P89T-EHumanEsophagusESCC5.67e-101.10e+000.1752
53836GPR87P91T-EHumanEsophagusESCC2.21e-131.67e+000.1828
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
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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
GPR87SNVMissense_Mutationrs765905861c.17C>Tp.Thr6Metp.T6MQ9BY21protein_codingdeleterious_low_confidence(0.02)benign(0.178)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
GPR87SNVMissense_Mutationc.299A>Gp.His100Argp.H100RQ9BY21protein_codingtolerated(0.34)benign(0)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPR87SNVMissense_Mutationnovelc.853N>Cp.Asp285Hisp.D285HQ9BY21protein_codingdeleterious(0.03)probably_damaging(0.989)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPR87insertionFrame_Shift_Insnovelc.359_360insAAp.Phe121SerfsTer15p.F121Sfs*15Q9BY21protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPR87SNVMissense_Mutationc.168N>Ap.Ser56Argp.S56RQ9BY21protein_codingdeleterious(0)possibly_damaging(0.806)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GPR87SNVMissense_Mutationc.371N>Gp.Asn124Serp.N124SQ9BY21protein_codingtolerated(0.27)benign(0.026)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
GPR87SNVMissense_Mutationc.929N>Cp.Asp310Alap.D310AQ9BY21protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GPR87SNVMissense_Mutationrs778550664c.911C>Tp.Ala304Valp.A304VQ9BY21protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-A01Z-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GPR87SNVMissense_Mutationnovelc.890N>Gp.Glu297Glyp.E297GQ9BY21protein_codingdeleterious(0)probably_damaging(0.989)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GPR87SNVMissense_Mutationrs777076331c.652N>Ap.Val218Metp.V218MQ9BY21protein_codingdeleterious(0)probably_damaging(0.963)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
53836GPR87G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist135650457
53836GPR87G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist135650190
53836GPR87G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651509
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