The University of Southampton
University of Southampton Institutional Repository

The plasma oxylipin signature provides a deep phenotyping of metabolic syndrome complementary to the clinical criteria

The plasma oxylipin signature provides a deep phenotyping of metabolic syndrome complementary to the clinical criteria
The plasma oxylipin signature provides a deep phenotyping of metabolic syndrome complementary to the clinical criteria
Metabolic syndrome (MetS) is a complex condition encompassing a constellation of cardiometabolic abnormalities. Oxylipins are a superfamily of lipid mediators regulating many cardiometabolic functions. Plasma oxylipin signature could provide a new clinical tool to enhance the phenotyping of MetS pathophysiology. A high-throughput validated mass spectrometry method, allowing for the quantitative profiling of over 130 oxylipins, was applied to identify and validate the oxylipin signature of MetS in two independent nested case/control studies involving 476 participants. We identified an oxylipin signature of MetS (coined OxyScore), including 23 oxylipins and having high performances in classification and replicability (cross-validated AUCROC 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 the MetS criteria showed that the oxylipin signature brings consistent and complementary information to the clinical criteria. Being linked with the regulation of various biological processes, the candidate oxylipins provide an integrative phenotyping of MetS regarding the activation and/or negative feedback regulation of crucial molecular pathways. This may help identify patients at higher risk of cardiometabolic diseases. The oxylipin signature of patients with metabolic syndrome enhances MetS phenotyping and may ultimately help to better stratify the risk of cardiometabolic diseases.
lipid mediators, lipidomics, metabolic phenotyping, metabolic syndrome, oxylipins
1422-0067
Dalle, Céline
d83ad22b-b816-487d-9e18-a95a5c53e2f8
Tournayre, Jérémy
01af2c60-28b4-4664-bca2-407287a66595
Mainka, Malwina
7b66595e-b0c3-45af-b490-0540a8ec44ea
Basiak-Rasała,, Alicja
b451db07-662c-4f34-a0a2-6b0625c2c8ac
Pétéra, Mélanie
f5cffd56-c227-4c09-9501-d4d0b0bd049d
Lefèvre-Arbogast, Sophie
20785dd6-5ea4-4716-8d1d-659889929e5c
Dalloux-Chioccioli, Jessica
0da53025-7656-42ac-a259-6ecebdf25275
Deschasaux-Tanguy, Mélanie
dcba63a0-b67c-4e7e-af63-a46ab63fcc9c
Lécuyer, Lucie
f2b4c09f-e328-4677-8903-d2936a90ed03
Kesse-Guyot, Emmanuelle
9810a02f-5d62-46be-a894-c85ea26f9f44
Fezeu, Léopold
8596c6f5-7143-452f-a3bd-788540a4a6e4
Hercberg, Serge
17243a53-eb66-4b6a-85df-c4d7b33ae2b9
Galan, Pilar
fd5bcd82-80e2-4238-b1d1-6ff098750e1b
Samieri, Cécilia
eab1cfdc-74f0-4396-9a1e-732c61639301
Zatońska, Katarzyna
b40be91e-7886-4605-befb-daf83857d827
Calder, Philip
1797e54f-378e-4dcb-80a4-3e30018f07a6
Hjorth, Mads Fiil
549596fe-954f-40d8-a2cb-1a6e36caf0e4
Astrup, Arne
8e7fafd1-6501-4fe7-bf7c-8996bbed6f39
Mazur, Andre
03ed2482-c8bf-4b20-8141-2b3f855190d4
Bertrand-Michael, Justine
f14a3c49-970d-4591-a7ad-35129162a63e
Schebb, Nils Helge
35696303-9038-4fe7-94a4-9e095ce81386
Szuba, Andrzej
8a170f7c-462f-4497-b49d-059caa5a89e9
Touvier, Mathilde
79c7d093-340f-40c2-9831-0af8dbd70c60
Newman, John W.
9c5599ae-8d66-4d00-9907-8d4979a65342
Gladine, Cécile
370be12f-4324-4d0d-84cd-3a83735591b0
Dalle, Céline
d83ad22b-b816-487d-9e18-a95a5c53e2f8
Tournayre, Jérémy
01af2c60-28b4-4664-bca2-407287a66595
Mainka, Malwina
7b66595e-b0c3-45af-b490-0540a8ec44ea
Basiak-Rasała,, Alicja
b451db07-662c-4f34-a0a2-6b0625c2c8ac
Pétéra, Mélanie
f5cffd56-c227-4c09-9501-d4d0b0bd049d
Lefèvre-Arbogast, Sophie
20785dd6-5ea4-4716-8d1d-659889929e5c
Dalloux-Chioccioli, Jessica
0da53025-7656-42ac-a259-6ecebdf25275
Deschasaux-Tanguy, Mélanie
dcba63a0-b67c-4e7e-af63-a46ab63fcc9c
Lécuyer, Lucie
f2b4c09f-e328-4677-8903-d2936a90ed03
Kesse-Guyot, Emmanuelle
9810a02f-5d62-46be-a894-c85ea26f9f44
Fezeu, Léopold
8596c6f5-7143-452f-a3bd-788540a4a6e4
Hercberg, Serge
17243a53-eb66-4b6a-85df-c4d7b33ae2b9
Galan, Pilar
fd5bcd82-80e2-4238-b1d1-6ff098750e1b
Samieri, Cécilia
eab1cfdc-74f0-4396-9a1e-732c61639301
Zatońska, Katarzyna
b40be91e-7886-4605-befb-daf83857d827
Calder, Philip
1797e54f-378e-4dcb-80a4-3e30018f07a6
Hjorth, Mads Fiil
549596fe-954f-40d8-a2cb-1a6e36caf0e4
Astrup, Arne
8e7fafd1-6501-4fe7-bf7c-8996bbed6f39
Mazur, Andre
03ed2482-c8bf-4b20-8141-2b3f855190d4
Bertrand-Michael, Justine
f14a3c49-970d-4591-a7ad-35129162a63e
Schebb, Nils Helge
35696303-9038-4fe7-94a4-9e095ce81386
Szuba, Andrzej
8a170f7c-462f-4497-b49d-059caa5a89e9
Touvier, Mathilde
79c7d093-340f-40c2-9831-0af8dbd70c60
Newman, John W.
9c5599ae-8d66-4d00-9907-8d4979a65342
Gladine, Cécile
370be12f-4324-4d0d-84cd-3a83735591b0

Dalle, Céline, Tournayre, Jérémy, Mainka, Malwina, Basiak-Rasała,, Alicja, Pétéra, Mélanie, Lefèvre-Arbogast, Sophie, Dalloux-Chioccioli, Jessica, Deschasaux-Tanguy, Mélanie, Lécuyer, Lucie, Kesse-Guyot, Emmanuelle, Fezeu, Léopold, Hercberg, Serge, Galan, Pilar, Samieri, Cécilia, Zatońska, Katarzyna, Calder, Philip, Hjorth, Mads Fiil, Astrup, Arne, Mazur, Andre, Bertrand-Michael, Justine, Schebb, Nils Helge, Szuba, Andrzej, Touvier, Mathilde, Newman, John W. and Gladine, Cécile (2022) The plasma oxylipin signature provides a deep phenotyping of metabolic syndrome complementary to the clinical criteria. International Journal of Molecular Sciences, 23 (19), [11688]. (doi:10.3390/ijms231911688).

Record type: Article

Abstract

Metabolic syndrome (MetS) is a complex condition encompassing a constellation of cardiometabolic abnormalities. Oxylipins are a superfamily of lipid mediators regulating many cardiometabolic functions. Plasma oxylipin signature could provide a new clinical tool to enhance the phenotyping of MetS pathophysiology. A high-throughput validated mass spectrometry method, allowing for the quantitative profiling of over 130 oxylipins, was applied to identify and validate the oxylipin signature of MetS in two independent nested case/control studies involving 476 participants. We identified an oxylipin signature of MetS (coined OxyScore), including 23 oxylipins and having high performances in classification and replicability (cross-validated AUCROC 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 the MetS criteria showed that the oxylipin signature brings consistent and complementary information to the clinical criteria. Being linked with the regulation of various biological processes, the candidate oxylipins provide an integrative phenotyping of MetS regarding the activation and/or negative feedback regulation of crucial molecular pathways. This may help identify patients at higher risk of cardiometabolic diseases. The oxylipin signature of patients with metabolic syndrome enhances MetS phenotyping and may ultimately help to better stratify the risk of cardiometabolic diseases.

Text
Mansucript_accepted version - Accepted Manuscript
Available under License Creative Commons Attribution.
Download (1MB)
Text
ijms-23-11688-v2 - Version of Record
Available under License Creative Commons Attribution.
Download (2MB)

More information

Accepted/In Press date: 24 September 2022
Published date: 2 October 2022
Additional Information: Full list of authors: Céline Dalle, Jérémy Tournayre, Malwina Mainka, Alicja Basiak-Rasała, Mélanie Pétéra, Sophie Lefèvre-Arbogast, Jessica Dalloux-Chioccioli, Mélanie Deschasaux-Tanguy, Lucie Lécuyer, Emmanuelle Kesse-Guyot, Léopold Fezeu, Serge Hercberg, Pilar Galan, Cécilia Samieri, Katarzyna Zatońska, Philip C. Calder, Mads Fiil Hjorth, Arne Astrup, André Mazur, Justine Bertrand-Michel, Nils H. Schebb, Andrzej Szuba, Mathilde Touvier, John W. Newman and Cécile Gladine Funding Information: National research agencies: (i) French (grant N° ANR-16-HDHL-0004-01/02), (ii) German (BMBF grant N° 01EA1702), (iii) Danish (grant N° 4203-00006B) and (iv) Polish (grant N° ERAH.E220.18.001) in the framework of the Oxygenate project supported by the European Joint Programming Initiative “A Healthy Diet for a Healthy Life” (JPI HDHL). The main PURE study and its components are funded by the Population Health Research Institute, the Canadian Institutes of Health Research, Heart and Stroke Foundation of Ontario and through unrestricted grants from several pharmaceutical companies, Poland substudy: Polish Ministry of Science and Higher Education (grant No. 290/W-PURE/2008/0). And USDA CRIS Project 2032-51530-025-00D. Funding Information: The authors would like to thank Dominique Bayle, Séverine Valéro, Nicole Hartung, Nadja Kampschulte, Elisabeth Koch, Laura Kutzner and Katharina Rund for supporting sample preparation. This study was supported by French, German, Danish and Polish national research agencies (respectively, ANR, grant N° ANR-16-HDHL-0004-01/02; the German Federal Ministry for Education and Research (BMBF), grant N°01EA1702; the Danish Innovation Fonden, grant N° 4203–00006B; and the Polish national center for research and development, grant N° ERAH.E220.18.001) in the framework of the Oxygenate project supported by the European Joint Programming Initiative “A Healthy Diet for a Healthy Life” (JPI HDHL; http://www.healthydietforhealthylife.eu/ ). Independent support was provided by USDA CRIS Project 2032-51530-025-00D to JWN. The USDA is an equal opportunity employer and provider. The authors thank Younes Esseddik, Thi Hong Van Duong, Régis Gatibelza, Jagatjit Mohinder and Aladi Timera (computer scientists); Fabien Szabo de Edelenyi, Julien Allegre, Nathalie Arnault, Laurent Bourhis, Nicolas Dechamp (data-manager/statisticians); Cédric Agaësse, Alexandre De Sa, Rebecca Lutchia (dietitians), Merveille Kouam (health event validator); Maria Gomes (Nutrinaute support); and Nathalie Druesne-Pecollo (operational coordination) for their technical contribution to the NutriNet-Santé study. We thank all the volunteers in the NutriNet-Santé cohort. The NutriNet-Santé study was supported by the following public institutions: Ministère de la Santé, Santé Publique France, Institut National de la Santé et de la Recherche Médicale (INSERM), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Conservatoire National des Arts et Métiers (CNAM) and Université Sorbonne Paris Nord. Publisher Copyright: © 2022 by the authors.
Keywords: lipid mediators, lipidomics, metabolic phenotyping, metabolic syndrome, oxylipins

Identifiers

Local EPrints ID: 470782
URI: http://eprints.soton.ac.uk/id/eprint/470782
ISSN: 1422-0067
PURE UUID: 23581691-6aac-4707-97d5-e0156ba8dfb5
ORCID for Philip Calder: ORCID iD orcid.org/0000-0002-6038-710X

Catalogue record

Date deposited: 19 Oct 2022 17:10
Last modified: 17 Mar 2024 02:42

Export record

Altmetrics

Contributors

Author: Céline Dalle
Author: Jérémy Tournayre
Author: Malwina Mainka
Author: Alicja Basiak-Rasała,
Author: Mélanie Pétéra
Author: Sophie Lefèvre-Arbogast
Author: Jessica Dalloux-Chioccioli
Author: Mélanie Deschasaux-Tanguy
Author: Lucie Lécuyer
Author: Emmanuelle Kesse-Guyot
Author: Léopold Fezeu
Author: Serge Hercberg
Author: Pilar Galan
Author: Cécilia Samieri
Author: Katarzyna Zatońska
Author: Philip Calder ORCID iD
Author: Mads Fiil Hjorth
Author: Arne Astrup
Author: Andre Mazur
Author: Justine Bertrand-Michael
Author: Nils Helge Schebb
Author: Andrzej Szuba
Author: Mathilde Touvier
Author: John W. Newman
Author: Cécile Gladine

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×