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: GPR157

Gene summary for GPR157

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPR157

Gene ID

80045

Gene nameG protein-coupled receptor 157
Gene AliasGPR157
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0006873

UniProtAcc

Q5UAW9


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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
80045GPR157LZE24THumanEsophagusESCC1.50e-143.70e-010.0596
80045GPR157P1T-EHumanEsophagusESCC3.00e-104.57e-010.0875
80045GPR157P2T-EHumanEsophagusESCC2.78e-039.64e-020.1177
80045GPR157P4T-EHumanEsophagusESCC1.78e-031.41e-010.1323
80045GPR157P5T-EHumanEsophagusESCC1.00e-062.52e-010.1327
80045GPR157P8T-EHumanEsophagusESCC8.58e-032.89e-020.0889
80045GPR157P9T-EHumanEsophagusESCC2.52e-082.52e-010.1131
80045GPR157P11T-EHumanEsophagusESCC1.03e-095.51e-010.1426
80045GPR157P20T-EHumanEsophagusESCC1.05e-102.73e-010.1124
80045GPR157P21T-EHumanEsophagusESCC3.02e-062.09e-010.1617
80045GPR157P22T-EHumanEsophagusESCC7.50e-101.42e-010.1236
80045GPR157P23T-EHumanEsophagusESCC5.19e-278.12e-010.108
80045GPR157P24T-EHumanEsophagusESCC8.90e-081.65e-010.1287
80045GPR157P27T-EHumanEsophagusESCC1.09e-142.87e-010.1055
80045GPR157P28T-EHumanEsophagusESCC7.50e-153.52e-010.1149
80045GPR157P30T-EHumanEsophagusESCC7.49e-093.12e-010.137
80045GPR157P31T-EHumanEsophagusESCC6.25e-092.78e-010.1251
80045GPR157P32T-EHumanEsophagusESCC1.76e-052.25e-010.1666
80045GPR157P36T-EHumanEsophagusESCC3.17e-155.28e-010.1187
80045GPR157P37T-EHumanEsophagusESCC2.78e-092.07e-010.1371
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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:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:000762319EsophagusESCCcircadian rhythm119/8552210/187238.47e-044.36e-03119
GO:004851116Oral cavityOSCCrhythmic process157/7305298/187231.00e-061.36e-05157
GO:00420635Oral cavityOSCCgliogenesis154/7305301/187231.10e-051.14e-04154
GO:000762316Oral cavityOSCCcircadian rhythm110/7305210/187235.40e-054.48e-04110
GO:00100015Oral cavityOSCCglial cell differentiation110/7305225/187231.56e-037.45e-03110
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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
GPR157SNVMissense_Mutationc.593G>Ap.Arg198Lysp.R198KQ5UAW9protein_codingtolerated(0.12)benign(0.018)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPR157SNVMissense_Mutationc.974N>Tp.Ser325Phep.S325FQ5UAW9protein_codingtolerated_low_confidence(0.08)benign(0)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
GPR157SNVMissense_Mutationrs555957933c.920C>Tp.Pro307Leup.P307LQ5UAW9protein_codingtolerated(0.17)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPR157SNVMissense_Mutationnovelc.670G>Ap.Asp224Asnp.D224NQ5UAW9protein_codingtolerated(0.11)benign(0.137)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPR157SNVMissense_Mutationc.1002N>Ap.Ser334Argp.S334RQ5UAW9protein_codingdeleterious_low_confidence(0.01)benign(0.157)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
GPR157SNVMissense_Mutationc.331G>Ap.Ala111Thrp.A111TQ5UAW9protein_codingtolerated(0.44)benign(0.007)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
GPR157SNVMissense_Mutationrs374315465c.763N>Ap.Val255Metp.V255MQ5UAW9protein_codingtolerated(0.14)probably_damaging(0.963)TCGA-AY-A69D-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPR157SNVMissense_Mutationc.770N>Tp.Thr257Metp.T257MQ5UAW9protein_codingtolerated(0.19)benign(0.036)TCGA-CI-6622-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapy5-fluorouracilSD
GPR157SNVMissense_Mutationnovelc.1001N>Tp.Ser334Ilep.S334IQ5UAW9protein_codingdeleterious_low_confidence(0)benign(0.205)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GPR157SNVMissense_Mutationrs183530083c.860N>Ap.Arg287Glnp.R287QQ5UAW9protein_codingdeleterious(0)probably_damaging(0.994)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
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