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: GPRC5B

Gene summary for GPRC5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPRC5B

Gene ID

51704

Gene nameG protein-coupled receptor class C group 5 member B
Gene AliasRAIG-2
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

B7Z831


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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
51704GPRC5BP2T-EHumanEsophagusESCC1.09e-275.65e-010.1177
51704GPRC5BP4T-EHumanEsophagusESCC3.25e-061.55e-010.1323
51704GPRC5BP5T-EHumanEsophagusESCC9.48e-061.30e-020.1327
51704GPRC5BP8T-EHumanEsophagusESCC9.71e-274.03e-010.0889
51704GPRC5BP10T-EHumanEsophagusESCC1.79e-034.37e-020.116
51704GPRC5BP12T-EHumanEsophagusESCC2.75e-154.00e-010.1122
51704GPRC5BP15T-EHumanEsophagusESCC7.43e-245.59e-010.1149
51704GPRC5BP16T-EHumanEsophagusESCC1.18e-286.91e-010.1153
51704GPRC5BP22T-EHumanEsophagusESCC2.53e-041.04e-010.1236
51704GPRC5BP26T-EHumanEsophagusESCC3.99e-203.35e-010.1276
51704GPRC5BP27T-EHumanEsophagusESCC4.77e-113.23e-010.1055
51704GPRC5BP28T-EHumanEsophagusESCC6.72e-065.81e-020.1149
51704GPRC5BP30T-EHumanEsophagusESCC5.40e-135.37e-010.137
51704GPRC5BP31T-EHumanEsophagusESCC7.16e-077.22e-020.1251
51704GPRC5BP37T-EHumanEsophagusESCC9.00e-053.95e-020.1371
51704GPRC5BP40T-EHumanEsophagusESCC3.33e-022.16e-010.109
51704GPRC5BP42T-EHumanEsophagusESCC7.38e-031.20e-010.1175
51704GPRC5BP48T-EHumanEsophagusESCC9.75e-041.33e-010.0959
51704GPRC5BP49T-EHumanEsophagusESCC1.09e-031.04e+000.1768
51704GPRC5BP54T-EHumanEsophagusESCC2.21e-023.52e-020.0975
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:004312318EsophagusESCCpositive regulation of I-kappaB kinase/NF-kappaB signaling132/8552186/187232.07e-128.58e-11132
GO:0043122110EsophagusESCCregulation of I-kappaB kinase/NF-kappaB signaling167/8552249/187236.11e-122.32e-10167
GO:000724919EsophagusESCCI-kappaB kinase/NF-kappaB signaling183/8552281/187233.02e-111.01e-09183
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:006007016EsophagusESCCcanonical Wnt signaling pathway180/8552303/187239.15e-071.17e-05180
GO:006082817EsophagusESCCregulation of canonical Wnt signaling pathway153/8552253/187231.38e-061.67e-05153
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:009026316EsophagusESCCpositive regulation of canonical Wnt signaling pathway69/8552106/187234.22e-053.39e-0469
GO:003017716EsophagusESCCpositive regulation of Wnt signaling pathway87/8552140/187236.18e-054.73e-0487
GO:00182124EsophagusESCCpeptidyl-tyrosine modification202/8552378/187231.34e-036.39e-03202
GO:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:00507303EsophagusESCCregulation of peptidyl-tyrosine phosphorylation144/8552264/187232.22e-039.78e-03144
GO:00610972EsophagusESCCregulation of protein tyrosine kinase activity55/855290/187232.27e-039.99e-0355
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
GO:0198738110ThyroidPTCcell-cell signaling by wnt217/5968446/187236.68e-143.73e-12217
GO:0030111110ThyroidPTCregulation of Wnt signaling pathway163/5968328/187231.05e-114.29e-10163
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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
GPRC5BSNVMissense_Mutationc.27N>Ap.Met9Ilep.M9IQ9NZH0protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GPRC5BinsertionFrame_Shift_Insnovelc.882_883insTTp.Thr295LeufsTer114p.T295Lfs*114Q9NZH0protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
GPRC5BinsertionFrame_Shift_Insnovelc.881_882insGGTTGTTTGTTTGTCTGTTTGTTTGAGACAGATTTTCGCTp.Cys294TrpfsTer60p.C294Wfs*60Q9NZH0protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
GPRC5BdeletionIn_Frame_Delc.187_204delGCCGGGGCGGGCGCCCTGp.Ala63_Leu68delp.A63_L68delQ9NZH0protein_codingTCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
GPRC5BdeletionFrame_Shift_Delnovelc.915delCp.Asn306ThrfsTer102p.N306Tfs*102Q9NZH0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
GPRC5BSNVMissense_Mutationrs760463381c.1105G>Ap.Ala369Thrp.A369TQ9NZH0protein_codingtolerated(0.11)benign(0.207)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPRC5BSNVMissense_Mutationrs148205185c.355G>Ap.Glu119Lysp.E119KQ9NZH0protein_codingtolerated(0.24)probably_damaging(0.995)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GPRC5BSNVMissense_Mutationc.622N>Cp.Met208Leup.M208LQ9NZH0protein_codingtolerated(0.42)possibly_damaging(0.881)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GPRC5BSNVMissense_Mutationnovelc.34N>Tp.His12Tyrp.H12YQ9NZH0protein_codingtolerated(0.54)benign(0)TCGA-MA-AA3W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPRC5BSNVMissense_Mutationnovelc.751N>Gp.Met251Valp.M251VQ9NZH0protein_codingtolerated(0.2)benign(0.013)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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
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