Oxylipin profiling identifies a mechanistic signature of metabolic syndrome: results from two independent cohorts
Preprint 2022 en
Authors
CD
C. Dalle
JT
Jérémy Tournayre
MM
Malwina Mainka
Abstract
1 min read
Abstract Background Metabolic syndrome (MetS) is a complex condition encompassing a constellation of cardiometabolic abnormalities. Integratively phenotyping the molecular pathways involved in MetS would help to deeply characterize its pathophysiology and to better stratify the risk of cardiometabolic diseases. Oxylipins are a superfamilly of lipid mediators regulating most biological processes involved in cardiometabolic health. Methods A high-throughput validated mass spectrometry method allowing the quantitative profiling of over 130 oxylipins was applied to identify and validate the oxylipin signature of MetS in two independent case/control studies involving 476 participants. Results We have uncovered and validated an oxylipin signature of MetS (coined OxyScore) including 23 oxylipins and having high performances of classification and replicability (cross-validated AUC ROC of 89%, 95% CI: 85%-93% and 78%, 95% CI: 72%-85% in the Discovery and Replication studies, respectively). Correlation analysis and comparison with a classification model incorporating both the oxylipins and the MetS criteria showed that the oxylipin signature brings consistent and complementary information supporting its clinical utility. Moreover, the OxyScore provides a unique mechanistic signature of MetS regarding the activation and/or negative feedback regulation of crucial molecular pathways that may help identify patients at higher risk of cardiometabolic diseases. Conclusion Oxylipin profiling identifies a mechanistic signature of metabolic syndrome that may help to enhance MetS phenotyping and ultimately to better predict the risk of cardiometabolic diseases via a better patient stratification.
C. Dalle, Jérémy Tournayre, Malwina Mainka, Alicja Basiak-Rasała, Mélanie Pétéra, Sophie Lefèvre‐Arbogast, Jessica Dalloux-Chioccioli, Mélanie Deschasaux, Lucie Lécuyer, Emmanuelle Kesse‐Guyot, Léopold Fezeu, Serge Hercberg, Pilar Galán, Cécilia Samieri, Katarzyna Zatońska, Philip C. Calder, Mads F. Hjorth, Arne Astrup, Andrzej Mazur, Justine Bertrand‐Michel, Nils Helge Schebb, Andrzej Szuba, Mathilde Touvier, John W. Newman, Cécile Gladine
Peter Würtz, Sarah Cook, Qin Wang, Mika Tiainen, Tuulia Tynkkynen, Antti J. Kangas, Pasi Soininen, Jaana Laitinen, Jorma Viikari, Mika Kähönen, Terho Lehtimäki, Markus Perola, Stefan Blankenberg, Tanja Zeller, Satu Männistö, Veikko Salomaa, Paul M Ridker, Olli T. Raitakari, Mika Ala‐Korpela, David A. Leon
Discussion(0)
No comments yet. Be the first to comment.