1. Plasma Biomarkers and Identification of Resilient Metabolic Disruptions in Patients With Venous Thromboembolism Using a Metabolic Systems Approach
- Author
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Nicole C. Roy, Karl Fraser, David-Alexandre Trégouët, Jean-Charles Martin, Pierre-Emmanuel Morange, Felipe Leal-Valentim, Alexandre Verdu, Louisa Goumidi, Pierre Suchon, Institute of Fundamental Sciences [Palmerston], Massey University, Centre recherche en CardioVasculaire et Nutrition = Center for CardioVascular and Nutrition research (C2VN), Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Bruker Daltonics, Banner Lane, Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), and Admin, Oskar
- Subjects
Male ,0301 basic medicine ,Time Factors ,pulmonary embolism ,Deep vein ,Trimethylamine N-oxide ,030204 cardiovascular system & hematology ,chemistry.chemical_compound ,0302 clinical medicine ,Recurrence ,Medicine ,Venous Thrombosis ,trimethylamine N-oxide ,Incidence ,Systems Biology ,Middle Aged ,Lipids ,Thrombosis ,metabolomics ,[SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system ,3. Good health ,Pulmonary embolism ,medicine.anatomical_structure ,VINTAGE ,Cardiology ,Female ,Cardiology and Cardiovascular Medicine ,Adult ,medicine.medical_specialty ,fasting ,venous thromboembolism ,Plasma biomarkers ,03 medical and health sciences ,[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system ,Internal medicine ,Humans ,In patient ,cardiovascular diseases ,Aged ,business.industry ,medicine.disease ,equipment and supplies ,Gastrointestinal Microbiome ,030104 developmental biology ,chemistry ,[SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie ,Case-Control Studies ,Lipidomics ,metabolic networks ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,Energy Metabolism ,business ,Venous thromboembolism ,Biomarkers - Abstract
Objective: Deep vein thrombosis and pulmonary embolism referred as venous thromboembolism (VTE) are a common cause of morbidity and mortality. Plasma from healthy controls or individuals who have experienced a VTE were analyzed using metabolomics to characterize biomarkers and metabolic systems of patients with VTE. Approach and Results: Polar metabolite and lipidomic profiles from plasma collected 3 months after an incident VTE were obtained using liquid chromatography mass spectrometry. Fasting-state plasma samples from 42 patients with VTE and 42 healthy controls were measured. Plasma metabolomic profiling identified 512 metabolites forming 62 biological clusters. Multivariate analysis revealed a panel of 21 metabolites altogether capable of predicting VTE status with an area under the curve of 0.92 ( P =0.00174, selectivity=0.857, sensitivity=0.971). Multiblock systems analysis revealed 25 of the 62 functional biological groups as significantly affected in the VTE group ( P Conclusions: These findings show promise for the elucidation of underlying mechanisms and the design of a diagnostic test to assess the likely efficacy of clinical care in patients with VTE.
- Published
- 2020
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