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: FFAR4

Gene summary for FFAR4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FFAR4

Gene ID

338557

Gene namefree fatty acid receptor 4
Gene AliasBMIQ10
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

B4DWG6


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
338557FFAR4HTA11_2487_2000001011HumanColorectumSER2.26e-094.11e-01-0.1808
338557FFAR4HTA11_1938_2000001011HumanColorectumAD2.66e-042.84e-01-0.0811
338557FFAR4HTA11_78_2000001011HumanColorectumAD5.02e-124.96e-01-0.1088
338557FFAR4HTA11_411_2000001011HumanColorectumSER2.99e-081.08e+00-0.2602
338557FFAR4HTA11_2112_2000001011HumanColorectumSER5.37e-151.80e+00-0.2196
338557FFAR4HTA11_3361_2000001011HumanColorectumAD8.30e-086.50e-01-0.1207
338557FFAR4HTA11_696_2000001011HumanColorectumAD1.49e-124.40e-01-0.1464
338557FFAR4HTA11_866_2000001011HumanColorectumAD4.30e-042.64e-01-0.1001
338557FFAR4HTA11_1391_2000001011HumanColorectumAD4.43e-135.40e-01-0.059
338557FFAR4HTA11_6818_2000001021HumanColorectumAD4.94e-042.51e-010.0588
338557FFAR4HCC1HumanLiverHCC1.25e-068.39e-010.5336
338557FFAR4HCC2HumanLiverHCC1.48e-171.05e+000.5341
338557FFAR4HCC5HumanLiverHCC3.16e-178.12e-010.4932
Page: 1 

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
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:0001649ColorectumADosteoblast differentiation70/3918229/187233.59e-044.18e-0370
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0015833ColorectumADpeptide transport77/3918264/187238.90e-048.60e-0377
GO:0090087ColorectumADregulation of peptide transport60/3918202/187231.94e-031.58e-0260
GO:0030072ColorectumADpeptide hormone secretion68/3918236/187232.39e-031.85e-0268
GO:0002791ColorectumADregulation of peptide secretion59/3918200/187232.50e-031.92e-0259
GO:0090276ColorectumADregulation of peptide hormone secretion58/3918196/187232.51e-031.92e-0258
GO:0002790ColorectumADpeptide secretion69/3918242/187232.97e-032.22e-0269
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0120162ColorectumADpositive regulation of cold-induced thermogenesis32/391897/187233.74e-032.63e-0232
GO:0002792ColorectumADnegative regulation of peptide secretion17/391844/187235.46e-033.56e-0217
GO:0106106ColorectumADcold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:0120161ColorectumADregulation of cold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:1990845ColorectumADadaptive thermogenesis46/3918157/187237.97e-034.73e-0246
GO:00016491ColorectumSERosteoblast differentiation56/2897229/187232.49e-044.21e-0356
GO:0051051ColorectumSERnegative regulation of transport98/2897470/187231.01e-031.19e-0298
GO:00158331ColorectumSERpeptide transport58/2897264/187233.08e-032.70e-0258
GO:00900871ColorectumSERregulation of peptide transport46/2897202/187233.86e-033.18e-0246
Page: 1 2 

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
FFAR4SNVMissense_Mutationnovelc.701C>Gp.Ser234Trpp.S234WQ5NUL3protein_codingdeleterious(0.05)possibly_damaging(0.696)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationc.1057T>Cp.Phe353Leup.F353LQ5NUL3protein_codingtolerated(0.56)benign(0.003)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationrs138801183c.838C>Tp.Arg280Cysp.R280CQ5NUL3protein_codingdeleterious(0)probably_damaging(0.989)TCGA-C8-A1HK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationnovelc.570A>Cp.Glu190Aspp.E190DQ5NUL3protein_codingtolerated(0.15)benign(0.085)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FFAR4SNVMissense_Mutationc.350T>Gp.Val117Glyp.V117GQ5NUL3protein_codingdeleterious(0.02)benign(0.147)TCGA-DG-A2KH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationc.911N>Cp.Leu304Prop.L304PQ5NUL3protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FFAR4SNVMissense_Mutationc.1106N>Tp.Arg369Ilep.R369IQ5NUL3protein_codingdeleterious(0)possibly_damaging(0.603)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationc.718N>Ap.Ala240Thrp.A240TQ5NUL3protein_codingtolerated_low_confidence(1)benign(0)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FFAR4SNVMissense_Mutationc.1106N>Tp.Arg369Ilep.R369IQ5NUL3protein_codingdeleterious(0)possibly_damaging(0.603)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FFAR4SNVMissense_Mutationrs145259299c.730N>Ap.Val244Metp.V244MQ5NUL3protein_codingtolerated(0.22)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist252166628
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178100239
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178102223
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178102222
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178102224
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651531
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650341GW9508
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651503
338557FFAR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651436
Page: 1