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: F2RL3

Gene summary for F2RL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F2RL3

Gene ID

9002

Gene nameF2R like thrombin or trypsin receptor 3
Gene AliasPAR4
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q96RI0


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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
9002F2RL3HCC1HumanLiverHCC3.29e-071.41e+000.5336
9002F2RL3HCC2HumanLiverHCC3.91e-141.29e+000.5341
9002F2RL3HCC5HumanLiverHCC3.25e-106.47e-010.4932
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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.

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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:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:00075992LiverHCChemostasis119/7958222/187235.25e-043.41e-03119
GO:00508172LiverHCCcoagulation118/7958222/187238.41e-045.03e-03118
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:000726621LiverHCCRho protein signal transduction76/7958137/187231.46e-037.75e-0376
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa046112LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
hsa046105LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa0461111LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
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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
CTSGF2RL3CTSG_F2RL3PARsBreastHealthy
GZMAF2RL3GZMA_F2RL3PARsBreastHealthy
PRSS3F2RL3PRSS3_F2RL3PARsCRCAD
CTSGF2RL3CTSG_F2RL3PARsCRCAD
GZMAF2RL3GZMA_F2RL3PARsCRCAD
GZMAF2RL3GZMA_F2RL3PARsEsophagusESCC
PRSS3F2RL3PRSS3_F2RL3PARsHNSCCOSCC
CTSGF2RL3CTSG_F2RL3PARsHNSCCOSCC
GZMAF2RL3GZMA_F2RL3PARsHNSCCOSCC
GZMAF2RL3GZMA_F2RL3PARsTHCACancer
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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
F2RL3SNVMissense_Mutationrs201593664c.940N>Ap.Ala314Thrp.A314TQ96RI0protein_codingtolerated(0.59)benign(0.013)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
F2RL3SNVMissense_Mutationrs372809419c.1118G>Ap.Gly373Aspp.G373DQ96RI0protein_codingtolerated(0.52)benign(0.003)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
F2RL3SNVMissense_Mutationc.1017N>Gp.Ile339Metp.I339MQ96RI0protein_codingdeleterious(0)possibly_damaging(0.659)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
F2RL3deletionIn_Frame_Delnovelc.897_899delNNNp.Asn300delp.N300delQ96RI0protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
F2RL3SNVMissense_Mutationrs775233424c.746N>Tp.Ala249Valp.A249VQ96RI0protein_codingtolerated(0.96)benign(0.035)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
F2RL3SNVMissense_Mutationnovelc.974N>Tp.Ser325Ilep.S325IQ96RI0protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
F2RL3SNVMissense_Mutationnovelc.892N>Tp.Pro298Serp.P298SQ96RI0protein_codingdeleterious(0)probably_damaging(1)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
F2RL3SNVMissense_Mutationnovelc.203G>Cp.Arg68Prop.R68PQ96RI0protein_codingdeleterious(0.02)possibly_damaging(0.511)TCGA-DI-A2QY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelCR
F2RL3SNVMissense_Mutationc.1036N>Ap.Glu346Lysp.E346KQ96RI0protein_codingdeleterious(0.01)possibly_damaging(0.883)TCGA-EY-A1G8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
F2RL3SNVMissense_Mutationnovelc.998N>Ap.Ser333Asnp.S333NQ96RI0protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-PG-A917-01Endometriumuterine 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
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist381744952
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist329968398
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178100603
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMERUSALATIDERUSALATIDE
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEVORAPAXARVORAPAXAR
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist385612202
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178100719
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist329968399
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist178100885
9002F2RL3G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist381744951
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