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
53836GPR87CCI_2HumanCervixCC3.22e-055.15e-010.5249
53836GPR87TumorHumanCervixCC1.18e-154.45e-010.1241
53836GPR87sample1HumanCervixCC9.20e-083.69e-010.0959
53836GPR87sample3HumanCervixCC4.35e-325.27e-010.1387
53836GPR87L1HumanCervixCC1.49e-054.36e-010.0802
53836GPR87T1HumanCervixCC3.50e-154.25e-010.0918
53836GPR87T3HumanCervixCC3.48e-255.29e-010.1389
53836GPR87LZE4THumanEsophagusESCC1.10e-206.21e-010.0811
53836GPR87LZE7THumanEsophagusESCC5.88e-039.37e-020.0667
53836GPR87LZE8THumanEsophagusESCC2.26e-084.20e-010.067
53836GPR87LZE20THumanEsophagusESCC1.87e-043.01e-010.0662
53836GPR87LZE24THumanEsophagusESCC5.87e-073.76e-010.0596
53836GPR87LZE21THumanEsophagusESCC1.93e-056.94e-010.0655
53836GPR87LZE6THumanEsophagusESCC7.40e-062.87e-010.0845
53836GPR87P1T-EHumanEsophagusESCC1.93e-035.20e-010.0875
53836GPR87P2T-EHumanEsophagusESCC3.07e-226.91e-010.1177
53836GPR87P4T-EHumanEsophagusESCC5.35e-246.26e-010.1323
53836GPR87P5T-EHumanEsophagusESCC6.93e-348.36e-010.1327
53836GPR87P8T-EHumanEsophagusESCC1.49e-186.33e-010.0889
53836GPR87P9T-EHumanEsophagusESCC1.12e-123.47e-010.1131
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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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