Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study

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...

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Main Authors: Laura Gallardo-Alfaro, Maria del Mar Bibiloni, Catalina M. Mascaró, Sofía Montemayor, Miguel Ruiz-Canela, Jordi Salas-Salvadó, Dolores Corella, Montserrat Fitó, Dora Romaguera, Jesús Vioque, Ángel M. Alonso-Gómez, Julia Wärnberg, J. Alfredo Martínez, Lluís Serra-Majem, Ramon Estruch, José Carlos Fernández-García, José Lapetra, Xavier Pintó, Antonio García Ríos, Aurora Bueno-Cavanillas, José J. Gaforio, Pilar Matía-Martín, Lidia Daimiel, Rafael M. Micó-Pérez, Josep Vidal, Clotilde Vázquez, Emilio Ros, Cesar Ignacio Fernandez-Lázaro, Nerea Becerra-Tomás, Ignacio Manuel Gimenez-Alba, María Dolors Zomeño, Jadwiga Konieczna, Laura Compañ-Gabucio, Lucas Tojal-Sierra, Jéssica Pérez-López, M. Ángeles Zulet, Tamara Casañas-Quintana, Sara Castro-Barquero, Ana María Gómez-Pérez, José Manuel Santos-Lozano, Ana Galera, F. Javier Basterra-Gortari, Josep Basora, Carmen Saiz, Karla Alejandra Pérez-Vega, Aina M. Galmés-Panadés, Cristina Tercero-Maciá, Carolina Sorto-Sánchez, Carmen Sayón-Orea, Jesús García-Gavilán, Júlia Muñoz-Martínez, Josep A. Tur
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/12/4/1013
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author Laura Gallardo-Alfaro
Maria del Mar Bibiloni
Catalina M. Mascaró
Sofía Montemayor
Miguel Ruiz-Canela
Jordi Salas-Salvadó
Dolores Corella
Montserrat Fitó
Dora Romaguera
Jesús Vioque
Ángel M. Alonso-Gómez
Julia Wärnberg
J. Alfredo Martínez
Lluís Serra-Majem
Ramon Estruch
José Carlos Fernández-García
José Lapetra
Xavier Pintó
Antonio García Ríos
Aurora Bueno-Cavanillas
José J. Gaforio
Pilar Matía-Martín
Lidia Daimiel
Rafael M. Micó-Pérez
Josep Vidal
Clotilde Vázquez
Emilio Ros
Cesar Ignacio Fernandez-Lázaro
Nerea Becerra-Tomás
Ignacio Manuel Gimenez-Alba
María Dolors Zomeño
Jadwiga Konieczna
Laura Compañ-Gabucio
Lucas Tojal-Sierra
Jéssica Pérez-López
M. Ángeles Zulet
Tamara Casañas-Quintana
Sara Castro-Barquero
Ana María Gómez-Pérez
José Manuel Santos-Lozano
Ana Galera
F. Javier Basterra-Gortari
Josep Basora
Carmen Saiz
Karla Alejandra Pérez-Vega
Aina M. Galmés-Panadés
Cristina Tercero-Maciá
Carolina Sorto-Sánchez
Carmen Sayón-Orea
Jesús García-Gavilán
Júlia Muñoz-Martínez
Josep A. Tur
spellingShingle Laura Gallardo-Alfaro
Maria del Mar Bibiloni
Catalina M. Mascaró
Sofía Montemayor
Miguel Ruiz-Canela
Jordi Salas-Salvadó
Dolores Corella
Montserrat Fitó
Dora Romaguera
Jesús Vioque
Ángel M. Alonso-Gómez
Julia Wärnberg
J. Alfredo Martínez
Lluís Serra-Majem
Ramon Estruch
José Carlos Fernández-García
José Lapetra
Xavier Pintó
Antonio García Ríos
Aurora Bueno-Cavanillas
José J. Gaforio
Pilar Matía-Martín
Lidia Daimiel
Rafael M. Micó-Pérez
Josep Vidal
Clotilde Vázquez
Emilio Ros
Cesar Ignacio Fernandez-Lázaro
Nerea Becerra-Tomás
Ignacio Manuel Gimenez-Alba
María Dolors Zomeño
Jadwiga Konieczna
Laura Compañ-Gabucio
Lucas Tojal-Sierra
Jéssica Pérez-López
M. Ángeles Zulet
Tamara Casañas-Quintana
Sara Castro-Barquero
Ana María Gómez-Pérez
José Manuel Santos-Lozano
Ana Galera
F. Javier Basterra-Gortari
Josep Basora
Carmen Saiz
Karla Alejandra Pérez-Vega
Aina M. Galmés-Panadés
Cristina Tercero-Maciá
Carolina Sorto-Sánchez
Carmen Sayón-Orea
Jesús García-Gavilán
Júlia Muñoz-Martínez
Josep A. Tur
Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
Nutrients
metabolic syndrome severity
physical activity
Mediterranean diet
depression risk
sedentary behaviour
author_facet Laura Gallardo-Alfaro
Maria del Mar Bibiloni
Catalina M. Mascaró
Sofía Montemayor
Miguel Ruiz-Canela
Jordi Salas-Salvadó
Dolores Corella
Montserrat Fitó
Dora Romaguera
Jesús Vioque
Ángel M. Alonso-Gómez
Julia Wärnberg
J. Alfredo Martínez
Lluís Serra-Majem
Ramon Estruch
José Carlos Fernández-García
José Lapetra
Xavier Pintó
Antonio García Ríos
Aurora Bueno-Cavanillas
José J. Gaforio
Pilar Matía-Martín
Lidia Daimiel
Rafael M. Micó-Pérez
Josep Vidal
Clotilde Vázquez
Emilio Ros
Cesar Ignacio Fernandez-Lázaro
Nerea Becerra-Tomás
Ignacio Manuel Gimenez-Alba
María Dolors Zomeño
Jadwiga Konieczna
Laura Compañ-Gabucio
Lucas Tojal-Sierra
Jéssica Pérez-López
M. Ángeles Zulet
Tamara Casañas-Quintana
Sara Castro-Barquero
Ana María Gómez-Pérez
José Manuel Santos-Lozano
Ana Galera
F. Javier Basterra-Gortari
Josep Basora
Carmen Saiz
Karla Alejandra Pérez-Vega
Aina M. Galmés-Panadés
Cristina Tercero-Maciá
Carolina Sorto-Sánchez
Carmen Sayón-Orea
Jesús García-Gavilán
Júlia Muñoz-Martínez
Josep A. Tur
author_sort Laura Gallardo-Alfaro
title Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
title_short Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
title_full Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
title_fullStr Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
title_full_unstemmed Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus Study
title_sort leisure-time physical activity, sedentary behaviour and diet quality are associated with metabolic syndrome severity: the predimed-plus study
publisher MDPI AG
series Nutrients
issn 2072-6643
publishDate 2020-04-01
description 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.
topic metabolic syndrome severity
physical activity
Mediterranean diet
depression risk
sedentary behaviour
url https://www.mdpi.com/2072-6643/12/4/1013
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spelling doaj-6e17668081f843d2b5e9515e64c3f4e42020-11-25T02:33:48ZengMDPI AGNutrients2072-66432020-04-01121013101310.3390/nu12041013Leisure-Time Physical Activity, Sedentary Behaviour and Diet Quality are Associated with Metabolic Syndrome Severity: The PREDIMED-Plus StudyLaura Gallardo-Alfaro0Maria del Mar Bibiloni1Catalina M. Mascaró2Sofía Montemayor3Miguel Ruiz-Canela4Jordi Salas-Salvadó5Dolores Corella6Montserrat Fitó7Dora Romaguera8Jesús Vioque9Ángel M. Alonso-Gómez10Julia Wärnberg11J. Alfredo Martínez12Lluís Serra-Majem13Ramon Estruch14José Carlos Fernández-García15José Lapetra16Xavier Pintó17Antonio García Ríos18Aurora Bueno-Cavanillas19José J. Gaforio20Pilar Matía-Martín21Lidia Daimiel22Rafael M. Micó-Pérez23Josep Vidal24Clotilde Vázquez25Emilio Ros26Cesar Ignacio Fernandez-Lázaro27Nerea Becerra-Tomás28Ignacio Manuel Gimenez-Alba29María Dolors Zomeño30Jadwiga Konieczna31Laura Compañ-Gabucio32Lucas Tojal-Sierra33Jéssica Pérez-López34M. Ángeles Zulet35Tamara Casañas-Quintana36Sara Castro-Barquero37Ana María Gómez-Pérez38José Manuel Santos-Lozano39Ana Galera40F. Javier Basterra-Gortari41Josep Basora42Carmen Saiz43Karla Alejandra Pérez-Vega44Aina M. Galmés-Panadés45Cristina Tercero-Maciá46Carolina Sorto-Sánchez47Carmen Sayón-Orea48Jesús García-Gavilán49Júlia Muñoz-Martínez50Josep A. Tur51CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainNutritional Epidemiology Unit, Miguel Hernández University, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 46020 Alicante, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainDepartment of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), 28040 Madrid, SpainNutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, 28049 Madrid, SpainCIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainDepartment of Endocrinology, IDIBAPS, Hospital Clinic, University of Barcelona, 08036 Barcelona, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainNutritional Epidemiology Unit, Miguel Hernández University, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 46020 Alicante, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCentro de Salud Raval, 03203 Elche, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainCIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, SpainHealthy 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.https://www.mdpi.com/2072-6643/12/4/1013metabolic syndrome severityphysical activityMediterranean dietdepression risksedentary behaviour