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: PTGFRN

Gene summary for PTGFRN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTGFRN

Gene ID

5738

Gene nameprostaglandin F2 receptor inhibitor
Gene AliasCD315
Cytomap1p13.1
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

Q9P2B2


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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
5738PTGFRNCCI_1HumanCervixCC3.64e-045.99e-010.528
5738PTGFRNCCI_3HumanCervixCC5.21e-065.79e-010.516
5738PTGFRNTumorHumanCervixCC1.20e-083.21e-010.1241
5738PTGFRNsample3HumanCervixCC1.45e-062.83e-010.1387
5738PTGFRNT3HumanCervixCC1.17e-092.71e-010.1389
5738PTGFRNLZE4THumanEsophagusESCC1.15e-131.63e-010.0811
5738PTGFRNLZE7THumanEsophagusESCC3.50e-051.18e-010.0667
5738PTGFRNLZE8THumanEsophagusESCC5.85e-04-4.42e-020.067
5738PTGFRNLZE22THumanEsophagusESCC5.38e-041.63e-010.068
5738PTGFRNLZE24THumanEsophagusESCC5.47e-126.57e-020.0596
5738PTGFRNLZE21THumanEsophagusESCC2.48e-035.38e-020.0655
5738PTGFRNP2T-EHumanEsophagusESCC2.33e-212.79e-010.1177
5738PTGFRNP4T-EHumanEsophagusESCC5.66e-092.37e-010.1323
5738PTGFRNP5T-EHumanEsophagusESCC6.00e-232.77e-010.1327
5738PTGFRNP8T-EHumanEsophagusESCC6.33e-221.67e-010.0889
5738PTGFRNP9T-EHumanEsophagusESCC2.95e-151.79e-010.1131
5738PTGFRNP10T-EHumanEsophagusESCC3.23e-286.11e-010.116
5738PTGFRNP11T-EHumanEsophagusESCC4.79e-042.41e-010.1426
5738PTGFRNP12T-EHumanEsophagusESCC2.10e-215.62e-010.1122
5738PTGFRNP15T-EHumanEsophagusESCC1.74e-162.72e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00310996CervixCCregeneration46/2311198/187231.43e-052.84e-0446
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:0042246CervixCCtissue regeneration19/231172/187239.11e-047.81e-0319
GO:00434032CervixCCskeletal muscle tissue regeneration12/231137/187231.15e-039.39e-0312
GO:0000768CervixCCsyncytium formation by plasma membrane fusion15/231155/187232.14e-031.54e-0215
GO:0140253CervixCCcell-cell fusion15/231155/187232.14e-031.54e-0215
GO:00069491CervixCCsyncytium formation15/231157/187233.13e-032.05e-0215
GO:00511464CervixCCstriated muscle cell differentiation50/2311283/187235.53e-033.19e-0250
GO:003109910EsophagusESCCregeneration122/8552198/187234.26e-064.57e-05122
GO:003109911LiverCirrhoticregeneration71/4634198/187233.02e-042.65e-0371
GO:00310992LiverHCCregeneration107/7958198/187236.67e-044.12e-03107
GO:00310999Oral cavityOSCCregeneration114/7305198/187238.54e-081.50e-06114
GO:00422464Oral cavityOSCCtissue regeneration42/730572/187236.89e-043.84e-0342
GO:00434034Oral cavityOSCCskeletal muscle tissue regeneration23/730537/187233.66e-031.51e-0223
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:003109916Oral cavityLPregeneration76/4623198/187231.25e-052.24e-0476
GO:00422461Oral cavityLPtissue regeneration30/462372/187231.13e-039.27e-0330
GO:004340311Oral cavityLPskeletal muscle tissue regeneration18/462337/187231.36e-031.08e-0218
GO:003109915ProstateTumorregeneration54/3246198/187233.07e-042.47e-0354
GO:004269213ProstateTumormuscle cell differentiation93/3246384/187233.45e-042.73e-0393
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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
PTGFRNSNVMissense_Mutationnovelc.2609G>Cp.Arg870Prop.R870PQ9P2B2protein_codingdeleterious(0)probably_damaging(0.968)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTGFRNSNVMissense_Mutationc.287N>Ap.Arg96Glnp.R96QQ9P2B2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTGFRNSNVMissense_Mutationnovelc.2330N>Gp.Leu777Trpp.L777WQ9P2B2protein_codingtolerated(0.06)probably_damaging(0.955)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
PTGFRNSNVMissense_Mutationc.1744N>Tp.Arg582Cysp.R582CQ9P2B2protein_codingdeleterious(0.04)probably_damaging(0.987)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PTGFRNSNVMissense_Mutationc.2170N>Cp.Asp724Hisp.D724HQ9P2B2protein_codingdeleterious(0)possibly_damaging(0.823)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
PTGFRNinsertionFrame_Shift_Insnovelc.2611_2612insTGAGCAGGGGACTGGGTAACACTAGCATCTGGAAp.Arg871LeufsTer46p.R871Lfs*46Q9P2B2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTGFRNinsertionFrame_Shift_Insnovelc.2041_2042insCATCCTTCTGGp.Ile681ThrfsTer5p.I681Tfs*5Q9P2B2protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
PTGFRNSNVMissense_Mutationrs140355100c.2599C>Tp.Arg867Trpp.R867WQ9P2B2protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PTGFRNSNVMissense_Mutationnovelc.698N>Tp.Ser233Leup.S233LQ9P2B2protein_codingtolerated(0.69)benign(0.174)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTGFRNSNVMissense_Mutationrs773910797c.934G>Ap.Glu312Lysp.E312KQ9P2B2protein_codingdeleterious(0.01)probably_damaging(0.955)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<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
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