Carmen Sayón-Orea, Aurora Bueno-Cavanillas, José Lapetra, Nerea Becerra-Tomás, Carolina Sorto-Sánchez, Maria del Mar Bibiloni, Josep Basora, José Carlos Fernández-García, Ramon Estruch, Dolores Corella, Julia Wärnberg, Jordi Salas-Salvadó, Carmen Saiz, Clotilde Vázquez, Josep Vidal, Xavier Pintó, Pilar Matía-Martín, Ana María Gómez-Pérez, Júlia Muñoz-Martínez, Lucas Tojal-Sierra, Aina M. Galmes-Panades, M. Angeles Zulet, José Manuel Santos-Lozano, José J. Gaforio, Catalina M. Mascaró, Ángel M. Alonso-Gómez, Josep A. Tur, Jadwiga Konieczna, Ana Galera, Lidia Daimiel, Sofía Montemayor, Laura Compañ-Gabucio, Cesar I Fernandez-Lazaro, Ignacio M. Gimenez-Alba, Miguel Ruiz-Canela, Karla Alejandra Pérez-Vega, Tamara Casañas-Quintana, Jesús García-Gavilán, Jesús Vioque, J. Alfredo Martínez, Lluis Serra-Majem, F. Javier Basterra-Gortari, Laura Gallardo-Alfaro, Dora Romaguera, Rafael M. Micó-Pérez, Maria Dolors Zomeño, Jessica Pérez-López, Emilio Ros, Cristina Tercero-Maciá, Montserrat Fitó, Antonio García Ríos, and Sara Castro-Barquero
The authors especially thank the PREDIMED-Plus participants for their enthusiastic collaboration, the PREDIMED-Plus personnel for outstanding support, and the personnel of all associated primary care centres for their exceptional effort. CIBEROBN, CIBERESP and CIBERDEM are initiatives of Instituto de Salud Carlos III, Spain. We thank the PREDIMED-Plus Biobank Network, part of the National Biobank Platform of Instituto de Salud Carlos III for storing and managing biological samples., Healthy lifestyle factors, such as physical activity (PA) and Mediterranean diet (MD), decrease the likelihood of developing metabolic syndrome (MetS). The aim of this study was to report main lifestyle components and related factors according to the MetS severity. Cross-sectional analysis was done of baseline lifestyle factors from 5739 participants with overweight/obesity and MetS features (aged 55–75 years) included in the PREDIMED-PLUS primary cardiovascular prevention randomized trial. Participants were categorized in tertiles according to a validated MetS severity score (MetSSS). Anthropometrics, visceral adiposity index, dietary nutrient intake, biochemical marker levels, as well as a Dietary Inflammatory Index and depression symptoms (Beck Depression Inventory-II) were measured. Diet quality was assessed using a 17-item energy-restricted MD questionnaire. Duration and intensity of PA was self-reported using the Minnesota-REGICOR Short Physical Activity Questionnaire. Sedentary behaviours were measured using the Spanish version of the Nurses’ Health Study questionnaire. The 30 s chair stand test was also assessed. Participants with highest MetSSS showed higher values of cardiovascular risk factors (except for total cholesterol and LDL cholesterol), depression risk, sedentary and TV viewing time, and lower moderate and vigorous leisure-time physical activity (LTPA). Highest MetSSS participants tended to a pro-inflammatory dietary pattern and tended to lower MD adherence. In addition, they showed lower carbohydrate and nut intake and higher intake of protein, saturated and trans fatty acids, cholesterol, iodine, sodium, red and processed meat products, other oils different from olive oil and spirit alcoholic drinks. The highest MetS severity score was associated with lower moderate and vigorous LTPA and higher sedentary time and depression risk, as they tended to a pro-inflammatory dietary pattern and lower MD adherence., The PREDIMED-Plus trial was supported by the official funding agency for biomedical research of the Spanish government, ISCIII, through the Fondo de Investigación para la Salud (FIS), which is co-funded by the European Regional Development Fund [five coordinated FIS projects led by Jordi Salas-Salvadó and Josep Vidal, including the following projects: PI13/00673, PI13/00492, PI13/00272, PI13/01123, PI13/00462, PI13/00233, PI13/02184, PI13/00728, PI13/01090, PI13/01056, PI14/01722, PI14/00636, PI14/00618, PI14/00696, PI14/01206, PI14/01919, PI14/00853, PI14/01374, PI14/00972, PI14/00728, PI14/01471, PI16/00473, PI16/00662, PI16/01873, PI16/01094, PI16/00501, PI16/00533, PI16/00381, PI16/00366, PI16/01522, PI16/01120, PI17/00764, PI17/01183, PI17/00855, PI17/01347, PI17/00525, PI17/01827, PI17/00532, PI17/00215, PI17/01441, PI17/00508, PI17/01732, PI17/00926, PI19/00957, PI19/00386, PI19/00309, PI19/01032, PI19/00576, PI19/00017, PI19/01226, PI19/00781, PI19/01560, and PI19/01332], the Especial Action Project entitled: Implementación y evaluación de una intervención intensiva sobre la actividad física Cohorte PREDIMED-Plus grant to Jordi Salas-Salvadó, the European Research Council (Advanced Research Grant 2014–2019, 340918) to Dr. Miguel A. Martínez-González, the Recercaixa Grant to Jordi Salas-Salvadó (2013ACUP00194), Grants from the Consejería de Salud de la Junta de Andalucía (PI0458/2013, PS0358/2016, and PI0137/2018), a Grant from the Generalitat Valenciana (PROMETEO/2017/017), a SEMERGEN Grant, EU-COST Action CA16112, a Grant of support to research groups no. 35/2011 from the Balearic Islands Government, Grants from Balearic Islands Health Research Institute IDISBA [FOLIUM, PRIMUS, SYNERGIA, and LIBERI], funds from the European Regional Development Fund (CIBEROBN CB06/03 and CB12/03) and from the European Commission (EAT2BENICE_H2020_SFS2016). Fundació La Marató TV3 (projects no. PI044003 and 201630.10). Laura Gallardo-Alfaro and Catalina M. Mascaró received FPU PhD Grants from the Spanish Ministry of Education. The funding sponsors had no role in the design of the study, in the collection, analyses, or interpretation of the data; in the writing of the manuscript, and in the decision to publish the results.