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RESEARCH PRODUCT

Protein expression profiling suggests relevance of noncanonical pathways in isolated pulmonary embolism

Karl J. LacknerPhilipp S. WildF. Joachim MeyerVincent Ten CateMiguel A. Andrade-navarroJürgen H. ProchaskaH. Ardeschir GhofraniKirsten LeineweberThomas KoeckThomas MünzelSteffen RappMarina Panova-noevaLisa EggebrechtStavros KonstantinidesAlejandro Pallares RoblesVolker LauxChristine Espinola-kleinAlexander M. ZinkKonstantin StrauchAlexander K. SchusterMichael LenzMatthias MichalStefan HeitmeierAndreas Schulz

subject

MaleProteomeDatasets as TopicComorbidity030204 cardiovascular system & hematologyProteomicsBioinformaticsBiochemistryThrombosis and HemostasisMachine LearningPathogenesis0302 clinical medicineProtein-Arginine Deiminase Type 2Prospective StudiesProtein Interaction MapsProspective cohort study0303 health scienceseducation.field_of_studyVenous ThromboembolismHematologyMiddle AgedThrombosisPhenotypePulmonary embolismProteomeN-AcetylgalactosaminyltransferasesFemaleAdultQuantitative Trait LociImmunologyPopulationInterferon-gamma03 medical and health sciencesInterleukin-15 Receptor alpha SubunitmedicineHumansGlial Cell Line-Derived Neurotrophic FactoreducationAged030304 developmental biologybusiness.industryPulmonary SurfactantsCell BiologyAtherosclerosismedicine.diseaseOxidative StressGene Expression RegulationPulmonary EmbolismTranscriptomebusinessAcute-Phase ProteinsFollow-Up Studies

description

Abstract Patients with isolated pulmonary embolism (PE) have a distinct clinical profile from those with deep vein thrombosis (DVT)-associated PE, with more pulmonary conditions and atherosclerosis. These findings suggest a distinct molecular pathophysiology and the potential involvement of alternative pathways in isolated PE. To test this hypothesis, data from 532 individuals from the Genotyping and Molecular Phenotyping of Venous ThromboEmbolism Project, a multicenter prospective cohort study with extensive biobanking, were analyzed. Targeted, high-throughput proteomics, machine learning, and bioinformatic methods were applied to contrast the acute-phase plasma proteomes of isolated PE patients (n = 96) against those of patients with DVT-associated PE (n = 276) or isolated DVT (n = 160). This resulted in the identification of shared molecular processes between PE phenotypes, as well as an isolated PE-specific protein signature. Shared processes included upregulation of inflammation, response to oxidative stress, and the loss of pulmonary surfactant. The isolated PE-specific signature consisted of 5 proteins: interferon-γ, glial cell line–derived neurotrophic growth factor, polypeptide N-acetylgalactosaminyltransferase 3, peptidyl arginine deiminase type-2, and interleukin-15 receptor subunit α. These proteins were orthogonally validated using cis protein quantitative trait loci. External replication in an independent population-based cohort (n = 5778) further validated the proteomic results and showed that they were prognostic for incident primary isolated PE in individuals without history of VTE (median time to event: 2.9 years; interquartile range: 1.6-4.2 years), supporting their possible involvement in the early pathogenesis. This study has identified molecular overlaps and differences between VTE phenotypes. In particular, the results implicate noncanonical pathways more commonly associated with respiratory and atherosclerotic disease in the acute pathophysiology of isolated PE.

https://doi.org/10.1182/blood.2019004571