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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: FFAR2

Gene summary for FFAR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FFAR2

Gene ID

2867

Gene namefree fatty acid receptor 2
Gene AliasFFA2R
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

C6KYL4


Top

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
2867FFAR2HCC1HumanLiverHCC1.56e-035.71e-010.5336
2867FFAR2HCC2HumanLiverHCC6.83e-095.60e-010.5341
2867FFAR2HCC5HumanLiverHCC1.32e-058.79e-010.4932
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00022211LiverHCCpattern recognition receptor signaling pathway107/7958172/187231.37e-072.58e-06107
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:007054221LiverHCCresponse to fatty acid45/795864/187236.18e-067.56e-0545
GO:007139821LiverHCCcellular response to fatty acid29/795838/187232.35e-052.47e-0429
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:00199152LiverHCClipid storage53/795887/187234.01e-042.71e-0353
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:00450881LiverHCCregulation of innate immune response113/7958218/187233.27e-031.50e-02113
GO:00025262LiverHCCacute inflammatory response62/7958112/187234.06e-031.77e-0262
GO:0002218LiverHCCactivation of innate immune response32/795852/187234.35e-031.89e-0232
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
FFAR2SNVMissense_Mutationnovelc.44T>Gp.Ile15Serp.I15SO15552protein_codingdeleterious(0.02)possibly_damaging(0.543)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FFAR2SNVMissense_Mutationrs200165905c.649C>Tp.Arg217Trpp.R217WO15552protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-A004-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FFAR2SNVMissense_Mutationrs774217360c.343G>Ap.Val115Metp.V115MO15552protein_codingdeleterious(0)possibly_damaging(0.686)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FFAR2SNVMissense_Mutationc.385N>Ap.Ala129Thrp.A129TO15552protein_codingtolerated(0.06)probably_damaging(0.945)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
FFAR2SNVMissense_Mutationrs775045094c.209N>Tp.Ala70Valp.A70VO15552protein_codingtolerated(0.21)benign(0.313)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FFAR2SNVMissense_Mutationrs771781550c.439N>Ap.Val147Ilep.V147IO15552protein_codingtolerated(0.18)benign(0.056)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FFAR2insertionFrame_Shift_Insnovelc.98_99insGp.Arg35AlafsTer120p.R35Afs*120O15552protein_codingTCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
FFAR2SNVMissense_Mutationc.370C>Ap.Leu124Metp.L124MO15552protein_codingtolerated(0.12)benign(0.089)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FFAR2SNVMissense_Mutationnovelc.627G>Tp.Gln209Hisp.Q209HO15552protein_codingtolerated(0.05)probably_damaging(0.971)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FFAR2SNVMissense_Mutationnovelc.401G>Tp.Trp134Leup.W134LO15552protein_codingdeleterious(0.01)possibly_damaging(0.903)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
Page: 1 2 3 4 5 

Top

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
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist252166627GLPG-0974
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178100426
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651494
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEGLPG0974GLPG-0974
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEallosteric modulator178102428
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEHL-018
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650039
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178103113
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist178103101
2867FFAR2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651552
Page: 1 2