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: PTAFR

Gene summary for PTAFR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTAFR

Gene ID

5724

Gene nameplatelet activating factor receptor
Gene AliasPAFR
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P25105


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
5724PTAFRP1T-EHumanEsophagusESCC2.00e-021.51e-010.0875
5724PTAFRP8T-EHumanEsophagusESCC1.33e-101.22e-010.0889
5724PTAFRP9T-EHumanEsophagusESCC8.55e-03-7.21e-030.1131
5724PTAFRP21T-EHumanEsophagusESCC8.67e-103.35e-010.1617
5724PTAFRP24T-EHumanEsophagusESCC1.51e-03-2.98e-020.1287
5724PTAFRP26T-EHumanEsophagusESCC9.56e-114.52e-020.1276
5724PTAFRP27T-EHumanEsophagusESCC5.44e-045.52e-020.1055
5724PTAFRP28T-EHumanEsophagusESCC1.80e-02-3.66e-020.1149
5724PTAFRP31T-EHumanEsophagusESCC6.79e-03-3.24e-020.1251
5724PTAFRP36T-EHumanEsophagusESCC3.46e-02-1.09e-020.1187
5724PTAFRP37T-EHumanEsophagusESCC9.17e-061.34e-010.1371
5724PTAFRP40T-EHumanEsophagusESCC1.07e-035.40e-020.109
5724PTAFRP42T-EHumanEsophagusESCC1.29e-021.26e-010.1175
5724PTAFRP47T-EHumanEsophagusESCC1.24e-03-1.87e-020.1067
5724PTAFRP52T-EHumanEsophagusESCC4.09e-071.34e-010.1555
5724PTAFRP54T-EHumanEsophagusESCC5.40e-036.92e-020.0975
5724PTAFRP61T-EHumanEsophagusESCC6.64e-052.47e-020.099
5724PTAFRP62T-EHumanEsophagusESCC1.71e-021.34e-010.1302
5724PTAFRP65T-EHumanEsophagusESCC9.33e-031.42e-010.0978
5724PTAFRP74T-EHumanEsophagusESCC4.86e-033.10e-010.1479
Page: 1 2 3 

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
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
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.

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:00705427Oral cavityOSCCresponse to fatty acid36/730564/187233.82e-031.57e-0236
GO:00486614Oral cavityOSCCpositive regulation of smooth muscle cell proliferation54/7305104/187235.00e-031.96e-0254
GO:00447067Oral cavityOSCCmulti-multicellular organism process105/7305220/187235.05e-031.97e-02105
GO:00160513Oral cavityOSCCcarbohydrate biosynthetic process97/7305202/187235.50e-032.13e-0297
GO:00713987Oral cavityOSCCcellular response to fatty acid23/730538/187235.87e-032.24e-0223
GO:00486596Oral cavityOSCCsmooth muscle cell proliferation89/7305184/187235.95e-032.27e-0289
GO:0042119Oral cavityOSCCneutrophil activation22/730536/187235.96e-032.27e-0222
GO:0002888Oral cavityOSCCpositive regulation of myeloid leukocyte mediated immunity13/730519/187239.07e-033.26e-0213
GO:00715486Oral cavityOSCCresponse to dexamethasone23/730539/187239.09e-033.26e-0223
GO:00442625Oral cavityOSCCcellular carbohydrate metabolic process130/7305283/187239.98e-033.49e-02130
GO:00486606Oral cavityOSCCregulation of smooth muscle cell proliferation86/7305180/187231.00e-023.49e-0286
GO:00330024Oral cavityOSCCmuscle cell proliferation115/7305248/187231.05e-023.58e-02115
GO:00024441Oral cavityOSCCmyeloid leukocyte mediated immunity50/730599/187231.31e-024.34e-0250
Page: 1 2 3 4 5 6 

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
PTAFRSNVMissense_Mutationnovelc.183G>Cp.Met61Ilep.M61IP25105protein_codingtolerated(0.69)benign(0.005)TCGA-AR-A2LR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTAFRSNVMissense_Mutationrs773660486c.794N>Ap.Ser265Asnp.S265NP25105protein_codingtolerated(0.51)benign(0.003)TCGA-D8-A73X-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PTAFRinsertionFrame_Shift_Insnovelc.367_368insGGTCCGGAGTp.Ile123ArgfsTer56p.I123Rfs*56P25105protein_codingTCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PTAFRSNVMissense_Mutationrs542211181c.391C>Tp.Arg131Cysp.R131CP25105protein_codingdeleterious(0)probably_damaging(0.983)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PTAFRSNVMissense_Mutationc.958N>Ap.Ala320Thrp.A320TP25105protein_codingtolerated(0.72)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PTAFRSNVMissense_Mutationc.114N>Tp.Trp38Cysp.W38CP25105protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PTAFRSNVMissense_Mutationrs769811699c.164N>Gp.Phe55Cysp.F55CP25105protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PTAFRSNVMissense_Mutationnovelc.56N>Tp.Pro19Leup.P19LP25105protein_codingdeleterious(0)probably_damaging(0.95)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PTAFRSNVMissense_Mutationrs762152737c.934C>Tp.Arg312Cysp.R312CP25105protein_codingdeleterious(0.01)possibly_damaging(0.642)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
PTAFRSNVMissense_Mutationnovelc.632N>Ap.Arg211Hisp.R211HP25105protein_codingtolerated(0.11)benign(0.141)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEantagonist178102699BEPAFANT
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEantagonist178100430
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMERUPATADINERUPATADINE
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEantagonist135649880
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEantagonist135650010
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMECMI-392
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEYM-264
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEISRAPAFANTISRAPAFANT
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEagonist135651398
5724PTAFRG PROTEIN COUPLED RECEPTOR, KINASE, DRUGGABLE GENOMEagonist135651567
Page: 1 2 3 4