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: PTGFR

Gene summary for PTGFR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTGFR

Gene ID

5737

Gene nameprostaglandin F receptor
Gene AliasFP
Cytomap1p31.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P43088


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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
5737PTGFRRNA-P6T2-P6T2-1HumanLungIAC6.04e-165.93e-01-0.0166
5737PTGFRRNA-P6T2-P6T2-2HumanLungIAC4.31e-196.05e-01-0.0132
5737PTGFRRNA-P6T2-P6T2-3HumanLungIAC3.47e-185.62e-01-0.013
5737PTGFRRNA-P6T2-P6T2-4HumanLungIAC2.34e-135.32e-01-0.0121
5737PTGFRRNA-P7T1-P7T1-1HumanLungAIS2.47e-024.94e-01-0.0961
5737PTGFRRNA-P7T1-P7T1-2HumanLungAIS2.11e-077.13e-01-0.0876
5737PTGFRRNA-P7T1-P7T1-3HumanLungAIS1.42e-046.08e-01-0.0822
5737PTGFRRNA-P7T1-P7T1-4HumanLungAIS8.46e-065.78e-01-0.0809
5737PTGFRATC09HumanThyroidATC6.18e-031.61e-010.2871
5737PTGFRATC12HumanThyroidATC3.07e-418.83e-010.34
5737PTGFRATC1HumanThyroidATC1.55e-031.88e-010.2878
5737PTGFRATC2HumanThyroidATC1.60e-076.90e-010.34
5737PTGFRATC4HumanThyroidATC1.97e-491.08e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:19016548LungIACresponse to ketone39/2061194/187231.40e-042.60e-0339
GO:00323554LungIACresponse to estradiol27/2061141/187232.89e-032.60e-0227
GO:19016553LungIACcellular response to ketone20/206196/187233.58e-033.00e-0220
GO:00022377LungIACresponse to molecule of bacterial origin56/2061363/187235.78e-034.21e-0256
GO:00324967LungIACresponse to lipopolysaccharide53/2061343/187236.87e-034.75e-0253
GO:190165413LungAISresponse to ketone34/1849194/187236.76e-041.01e-0234
GO:003235511LungAISresponse to estradiol25/1849141/187232.78e-032.77e-0225
GO:0019932LungAISsecond-messenger-mediated signaling46/1849312/187233.79e-033.52e-0246
GO:190165511LungAIScellular response to ketone18/184996/187235.64e-034.76e-0218
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04072LungIACPhospholipase D signaling pathway28/1053148/84651.46e-025.00e-023.32e-0228
hsa040721LungIACPhospholipase D signaling pathway28/1053148/84651.46e-025.00e-023.32e-0228
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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
PTGFRSNVMissense_Mutationc.563N>Cp.Tyr188Serp.Y188SP43088protein_codingdeleterious(0.02)possibly_damaging(0.673)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTGFRSNVMissense_Mutationnovelc.997N>Ap.Trp333Argp.W333RP43088protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
PTGFRinsertionFrame_Shift_Insnovelc.439_440insCACAACCTGCCAGACGGAAAACCGGCTTTCCGTATTTTp.Ile147ThrfsTer19p.I147Tfs*19P43088protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PTGFRinsertionNonsense_Mutationnovelc.631_632insGCAATCCTGCACAGTTTTGAGAGGGAGATGACTTGAGTGGp.Leu211CysfsTer7p.L211Cfs*7P43088protein_codingTCGA-A8-A08Z-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PTGFRinsertionFrame_Shift_Insnovelc.290_291insTTTAAAAAATCTTATTGGGTTTAAATCTAATCTTGGTAGCGp.Glu97AspfsTer43p.E97Dfs*43P43088protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PTGFRinsertionNonsense_Mutationnovelc.202_203insATCCCTCCAGAGGCTGATCCCAATGCATCGGCTTCGCp.Leu68HisfsTer6p.L68Hfs*6P43088protein_codingTCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PTGFRinsertionFrame_Shift_Insnovelc.188_189insCTCACCACTCTGCTTTTCATp.Lys63AsnfsTer19p.K63Nfs*19P43088protein_codingTCGA-BH-A0H6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTGFRinsertionIn_Frame_Insnovelc.190_191insGTTp.Ala64delinsGlySerp.A64delinsGSP43088protein_codingTCGA-BH-A0H6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTGFRSNVMissense_Mutationnovelc.290A>Gp.Glu97Glyp.E97GP43088protein_codingtolerated(0.29)benign(0.158)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTGFRSNVMissense_Mutationc.617N>Ap.Ser206Tyrp.S206YP43088protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
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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
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651094SULPROSTONE
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORLAROPIPRANTLAROPIPRANT
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650568
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135649995BIMATOPROST
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650113CLOPROSTENOL
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178100403
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651570
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135649649
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist187051754TAFLUPROST
5737PTGFRDRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonistCHEMBL1237105CARBOPROST TROMETHAMINE
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