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: GPR35

Gene summary for GPR35

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPR35

Gene ID

2859

Gene nameG protein-coupled receptor 35
Gene AliasGPR35
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

Q9HC97


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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
2859GPR35A015-C-203HumanColorectumFAP1.42e-062.84e-01-0.1294
2859GPR35A015-C-104HumanColorectumFAP6.02e-031.51e-01-0.1899
2859GPR35A015-C-202HumanColorectumFAP1.86e-033.45e-01-0.0849
2859GPR35A015-C-002HumanColorectumFAP5.20e-076.04e-01-0.0763
2859GPR35A014-C-008HumanColorectumFAP4.82e-033.60e-01-0.191
2859GPR35CRC-3-11773HumanColorectumCRC1.48e-064.28e-010.2564
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00465781ColorectumFAPregulation of Ras protein signal transduction47/2622189/187234.67e-059.60e-0447
GO:00228981ColorectumFAPregulation of transmembrane transporter activity62/2622278/187231.09e-041.80e-0362
GO:00324121ColorectumFAPregulation of ion transmembrane transporter activity60/2622267/187231.12e-041.84e-0360
GO:00324092ColorectumFAPregulation of transporter activity67/2622310/187231.59e-042.43e-0367
GO:0010959ColorectumFAPregulation of metal ion transport83/2622406/187232.06e-042.96e-0383
GO:0001508ColorectumFAPaction potential34/2622134/187233.30e-044.22e-0334
GO:00072661ColorectumFAPRho protein signal transduction34/2622137/187235.11e-045.82e-0334
GO:00510512ColorectumFAPnegative regulation of transport91/2622470/187237.09e-047.64e-0391
GO:0098900ColorectumFAPregulation of action potential16/262255/187232.78e-032.15e-0216
GO:1904062ColorectumFAPregulation of cation transmembrane transport69/2622357/187233.06e-032.30e-0269
GO:0035023ColorectumFAPregulation of Rho protein signal transduction22/262286/187233.11e-032.33e-0222
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
GO:00072653ColorectumCRCRas protein signal transduction70/2078337/187231.49e-071.66e-0570
GO:00465782ColorectumCRCregulation of Ras protein signal transduction43/2078189/187233.26e-061.47e-0443
GO:00228982ColorectumCRCregulation of transmembrane transporter activity56/2078278/187236.75e-062.58e-0456
GO:00324122ColorectumCRCregulation of ion transmembrane transporter activity54/2078267/187238.67e-063.09e-0454
GO:00015081ColorectumCRCaction potential32/2078134/187232.02e-055.90e-0432
GO:00324093ColorectumCRCregulation of transporter activity59/2078310/187232.34e-056.65e-0459
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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
GPR35SNVMissense_Mutationrs372449386c.127N>Ap.Asp43Asnp.D43NQ9HC97protein_codingtolerated(0.56)benign(0.006)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
GPR35SNVMissense_Mutationc.607T>Ap.Ser203Thrp.S203TQ9HC97protein_codingtolerated(1)benign(0.013)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPR35SNVMissense_Mutationc.287N>Tp.Ala96Valp.A96VQ9HC97protein_codingtolerated(0.06)probably_damaging(0.959)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
GPR35SNVMissense_Mutationc.855N>Gp.Ile285Metp.I285MQ9HC97protein_codingtolerated(0.08)benign(0.07)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
GPR35SNVMissense_Mutationc.606N>Ap.Asn202Lysp.N202KQ9HC97protein_codingtolerated(0.89)benign(0.005)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPR35SNVMissense_Mutationc.569N>Ap.Gly190Aspp.G190DQ9HC97protein_codingtolerated(0.14)probably_damaging(0.947)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
GPR35SNVMissense_Mutationrs143712491c.499N>Ap.Val167Metp.V167MQ9HC97protein_codingdeleterious(0.02)possibly_damaging(0.733)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
GPR35SNVMissense_Mutationc.301N>Ap.Leu101Metp.L101MQ9HC97protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GPR35SNVMissense_Mutationrs140850565c.743G>Ap.Arg248Hisp.R248HQ9HC97protein_codingtolerated(0.51)benign(0.062)TCGA-A5-A0VQ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
GPR35SNVMissense_Mutationrs144723282c.950N>Tp.Ala317Valp.A317VQ9HC97protein_codingtolerated(0.1)possibly_damaging(0.867)TCGA-AJ-A3EL-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
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178101541FUROSEMIDE
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650787
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651497
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist354702215
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist354702216LODOXAMIDE
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMETOLCAPONETOLCAPONE
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMERO-410960CHEMBL1256291
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178101539BUMETANIDE
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEDNDI1417434CHEMBL394883
2859GPR35G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMECID 27456CHEMBL170851021950657
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