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Shyam S, Gómez-Martínez C, Paz-Graniel I, Gaforio JJ, Martínez-González MÁ, Corella D, Fitó M, Martínez JA, Alonso-Gómez ÁM, Wärnberg J, Vioque J, Romaguera D, López-Miranda J, Estruch R, Tinahones FJ, Santos-Lozano JM, Serra-Majem JL, Bueno-Cavanillas A, Tur JA, Martín Sánchez V, Pintó X, Ortiz Ramos M, Vidal J, Mar Alcarria M, Daimiel L, Ros E, Fernandez-Aranda F, Nishi SK, García Regata O, Toledo E, Sorli JV, Castañer O, Garcia-Rios A, Valls-Enguix R, Perez-Farinos N, Zulet MA, Rayó-Gago E, Casas R, Rivera-Izquierdo M, Tojal-Sierra L, Damas-Fuentes M, Buil-Cosiales P, Fernández-Carrion R, Goday A, Peña-Orihuela PJ, Compañ-Gabucio L, Diez-Espino J, Tello S, González-Pinto A, de la O V, Delgado-Rodríguez M, Babio N, Salas-Salvadó J. Coronavirus disease 2019 is associated with long-term depressive symptoms in Spanish older adults with overweight/obesity and metabolic syndrome. Psychol Med 2024; 54:620-630. [PMID: 37667630 DOI: 10.1017/s0033291723002313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/06/2023]
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) has serious physiological and psychological consequences. The long-term (>12 weeks post-infection) impact of COVID-19 on mental health, specifically in older adults, is unclear. We longitudinally assessed the association of COVID-19 with depression symptomatology in community-dwelling older adults with metabolic syndrome within the framework of the PREDIMED-Plus cohort. METHODS Participants (n = 5486) aged 55-75 years were included in this longitudinal cohort. COVID-19 status (positive/negative) determined by tests (e.g. polymerase chain reaction severe acute respiratory syndrome coronavirus 2, IgG) was confirmed via event adjudication (410 cases). Pre- and post-COVID-19 depressive symptomatology was ascertained from annual assessments conducted using a validated 21-item Spanish Beck Depression Inventory-II (BDI-II). Multivariable linear and logistic regression models assessed the association between COVID-19 and depression symptomatology. RESULTS COVID-19 in older adults was associated with higher post-COVID-19 BDI-II scores measured at a median (interquartile range) of 29 (15-40) weeks post-infection [fully adjusted β = 0.65 points, 95% confidence interval (CI) 0.15-1.15; p = 0.011]. This association was particularly prominent in women (β = 1.38 points, 95% CI 0.44-2.33, p = 0.004). COVID-19 was associated with 62% increased odds of elevated depression risk (BDI-II ≥ 14) post-COVID-19 when adjusted for confounders (odds ratio; 95% CI 1.13-2.30, p = 0.008). CONCLUSIONS COVID-19 was associated with long-term depression risk in older adults with overweight/obesity and metabolic syndrome, particularly in women. Thus, long-term evaluations of the impact of COVID-19 on mental health and preventive public health initiatives are warranted in older adults.
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Affiliation(s)
- Sangeetha Shyam
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Carlos Gómez-Martínez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Indira Paz-Graniel
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - José J Gaforio
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Departamento de Ciencias de la Salud, Instituto Universitario de Investigación en Olivar y Aceites de Oliva, Universidad de Jaén, Jaén, Spain
| | - Miguel Ángel Martínez-González
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Dolores Corella
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Montserrat Fitó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), Barcelona, Spain
| | - J Alfredo Martínez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
- Precision Nutrition and Cardiometabolic Health Program, IEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Ángel M Alonso-Gómez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area; Osakidetza Basque Health Service, Araba University Hospital; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- EpiPHAAN Research Group, School of Health Sciences, University of Málaga - Instituto de Investigación Biomédica en Málaga (IBIMA), Málaga, Spain
| | - Jesús Vioque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Dora Romaguera
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - José López-Miranda
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Ramon Estruch
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain; Institut de Recerca en Nutrició i Seguretat Alimentaria (INSA-UB), University of Barcelona, Barcelona, Spain
| | - Francisco J Tinahones
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Endocrinology, Virgen de la Victoria Hospital, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain
| | - José Manuel Santos-Lozano
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - J Luís Serra-Majem
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria & Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, Las Palmas de Gran Canaria, Spain
| | - Aurora Bueno-Cavanillas
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Josep A Tur
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Vicente Martín Sánchez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Precision Nutrition and Cardiometabolic Health Program, IEA Food, CEI UAM + CSIC, Madrid, Spain
- Institute of Biomedicine (IBIOMED), University of León, León, Spain
| | - Xavier Pintó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-IDIBELL, Hospitalet de Llobregat - Barcelona, Barcelona, Spain
| | - María Ortiz Ramos
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Josep Vidal
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Institut d`Investigacions Biomédiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Maria Mar Alcarria
- Department of Endocrinology and Nutrition, Hospital Fundación Jimenez Díaz, Instituto de Investigaciones Biomédicas IISFJD, University Autonoma, Madrid, Spain
| | - Lidia Daimiel
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
- Departamento de Ciencias Farmacéuticas y de la Salud, Faculty de Farmacia, Universidad San Pablo-CEU, CEU Universities, Boadilla del Monte, Spain
| | - Emilio Ros
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Lipid Clinic, Department of Endocrinology and Nutrition, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Fernando Fernandez-Aranda
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
- Department of Psychiatry, University Hospital of Bellvitge and University of Barcelona, Barcelona, Spain
| | - Stephanie K Nishi
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Toronto 3D (Diet, Digestive Tract and Disease) Knowledge Synthesis and Clinical Trials Unit, Toronto, ON, Canada
| | - Oscar García Regata
- Department of Internal Medicine, OSI ARABA, University Hospital Araba, Vitoria-Gasteiz, Spain
| | - Estefania Toledo
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, Pamplona, Spain
| | - Jose V Sorli
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Olga Castañer
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), Barcelona, Spain
| | - Antonio Garcia-Rios
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | | | - Napoleon Perez-Farinos
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- EpiPHAAN Research Group, School of Health Sciences, University of Málaga - Instituto de Investigación Biomédica en Málaga (IBIMA), Málaga, Spain
| | - M Angeles Zulet
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
| | - Elena Rayó-Gago
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Rosa Casas
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain; Institut de Recerca en Nutrició i Seguretat Alimentaria (INSA-UB), University of Barcelona, Barcelona, Spain
| | - Mario Rivera-Izquierdo
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Lucas Tojal-Sierra
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area; Osakidetza Basque Health Service, Araba University Hospital; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Miguel Damas-Fuentes
- Department of Endocrinology, Virgen de la Victoria Hospital, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain
| | - Pilar Buil-Cosiales
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, Pamplona, Spain
- Atención Primaria, Servicio Navarro de Salud, Pamplona, Spain
| | - Rebeca Fernández-Carrion
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Albert Goday
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), Barcelona, Spain
| | - Patricia J Peña-Orihuela
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Laura Compañ-Gabucio
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Javier Diez-Espino
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, Pamplona, Spain
- Atención Primaria, Servicio Navarro de Salud, Pamplona, Spain
| | - Susanna Tello
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), Barcelona, Spain
| | - Ana González-Pinto
- Department of Psychiatry, Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital; University of the Basque Country UPV/EHU, CIBERSAM, Vitoria-Gasteiz, Spain
| | - Víctor de la O
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, Pamplona, Spain
| | - Miguel Delgado-Rodríguez
- Precision Nutrition and Cardiometabolic Health Program, IEA Food, CEI UAM + CSIC, Madrid, Spain
- Division of Preventive Medicine, Faculty of Medicine, University of Jaén, Jaén, Spain
| | - Nancy Babio
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Jordi Salas-Salvadó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Departament de Bioquímica i Biotecnologia, Grup Alimentació, Nutrició, Desenvolupament i Salut Mental, Unitat de Nutrició Humana, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
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Domínguez-López I, Galkina P, Parilli-Moser I, Arancibia-Riveros C, Martínez-González MÁ, Salas-Salvadó J, Corella D, Malcampo M, Martínez JA, Tojal-Sierra L, Wärnberg J, Vioque J, Romaguera D, López-Miranda J, Estruch R, Tinahones FJ, Santos-Lozano JM, Serra-Majem L, Bueno-Cavanillas A, Tur JA, Rubín-García M, Pintó X, Fernández-Aranda F, Delgado-Rodríguez M, Barabash-Bustelo A, Vidal J, Vázquez C, Daimiel L, Ros E, Toledo E, Atzeni A, Asensio EM, Vera N, Garcia-Rios A, Torres-Collado L, Pérez-Farinós N, Zulet M, Chaplin A, Casas R, Martín-Peláez S, Vaquero-Luna J, Gómez-Pérez AM, Vázquez-Ruiz Z, Shyam S, Ortega-Azorín C, Talens N, Peña-Orihuela PJ, Oncina-Canovas A, Diez-Espino J, Babio N, Fitó M, Lamuela-Raventós RM. Microbial Phenolic Metabolites Are Associated with Improved Cognitive Health. Mol Nutr Food Res 2024; 68:e2300183. [PMID: 38062915 DOI: 10.1002/mnfr.202300183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/23/2023] [Indexed: 02/01/2024]
Abstract
SCOPE Diets rich in polyphenols has been associated with better cognitive performance. The aim of this study is to assess the relationship between microbial phenolic metabolites (MPM) in urine and cognition in the context of an older population at high cardiovascular risk. METHODS AND RESULTS A cross-sectional analysis is conducted in 400 individuals of the PREDIMED-Plus study. Liquid chromatography coupled to mass spectrometry is used to identify urinary MPM. Mediterranean diet (MedDiet) adherence is estimated with a 17-item questionnaire and cognitive function is evaluated with a battery of neuropsychological tests. Multivariable-adjusted linear regression models are fitted to assess the relationship of urinary MPM with the MedDiet and cognitive tests. Protocatechuic acid and enterolactone glucuronide are associated with higher adherence to the MedDiet. Regarding cognitive function, protocatechuic acid, vanillic acid glucuronide, 3-hydroxybenzoic acid, enterodiol glucuronide, and enterolactone glucuronide are directly associated with a global composite score of all the cognitive tests. Furthermore, protocatechuic acid and enterolactone glucuronide are associated with higher scores in the Mini-Mental State Examination, whereas enterodiol glucuronide is associated with improved Clock Drawing Test scores. CONCLUSIONS These results suggest that the MedDiet is linked to MPM associated with better cognitive performance in an older population.
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Affiliation(s)
- Inés Domínguez-López
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, Barcelona, Catalunya, Spain
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Polina Galkina
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, Barcelona, Catalunya, Spain
| | - Isabella Parilli-Moser
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, Barcelona, Catalunya, Spain
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Camila Arancibia-Riveros
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, Barcelona, Catalunya, Spain
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Miguel Ángel Martínez-González
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IDISNA, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jordi Salas-Salvadó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Grup de Recerca ANut-DSM, Unitat de Nutrició, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Dolores Corella
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Mireia Malcampo
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d`Investigació Médica (IMIM), Barcelona, Spain
| | - J Alfredo Martínez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
- Precision Nutrition and Cardiovascular Health, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Lucas Tojal-Sierra
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- EpiPHAAN research group, School of Health Sciences, University of Málaga - Instituto de Investigación Biomédica en Málaga (IBIMA), Málaga, Spain
| | - Jesús Vioque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Dora Romaguera
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - José López-Miranda
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Ramon Estruch
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Internal Medicine Service, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Francisco J Tinahones
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Virgen de la Victoria Hospital, Department of Endocrinology, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain
| | - José Manuel Santos-Lozano
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Lluís Serra-Majem
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria & Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, Las Palmas de Gran Canaria, Spain
| | - Aurora Bueno-Cavanillas
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Josep A Tur
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - María Rubín-García
- Group of Investigation in Interactions Gene-Environment and Health (GIIGAS), Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
| | - Xavier Pintó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Fernando Fernández-Aranda
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Clinical Psychology Unit, University Hospital Bellvitge-IDIBELL and University of Barcelona, Barcelona, Spain
| | - Miguel Delgado-Rodríguez
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
- Division of Preventive Medicine, Faculty of Medicine, University of Jaén, Jaén, Spain
| | - Ana Barabash-Bustelo
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Josep Vidal
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Institut d` Investigacions Biomédiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Clotilde Vázquez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Endocrinology and Nutrition, Hospital Fundación Jimenez Díaz, Instituto de Investigaciones Biomédicas IISFJD, University Autonoma, Madrid, Spain
| | - Lidia Daimiel
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
- Departamento de Ciencias Farmacéuticas y de la Salud, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, Boadilla del Monte, 28660, Spain
| | - Emilio Ros
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Lipid Clinic, Department of Endocrinology and Nutrition, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Estefania Toledo
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IDISNA, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alessandro Atzeni
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Grup de Recerca ANut-DSM, Unitat de Nutrició, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Eva M Asensio
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Natàlia Vera
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d`Investigació Médica (IMIM), Barcelona, Spain
| | - Antonio Garcia-Rios
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Laura Torres-Collado
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Napoleón Pérez-Farinós
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- EpiPHAAN research group, School of Health Sciences, University of Málaga - Instituto de Investigación Biomédica en Málaga (IBIMA), Málaga, Spain
| | - Marian Zulet
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
- Precision Nutrition and Cardiovascular Health, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Alice Chaplin
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Rosa Casas
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Internal Medicine Service, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Sandra Martín-Peláez
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Jessica Vaquero-Luna
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Ana Maria Gómez-Pérez
- Virgen de la Victoria Hospital, Department of Endocrinology, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain
| | - Zenaida Vázquez-Ruiz
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IDISNA, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Sangeetha Shyam
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Grup de Recerca ANut-DSM, Unitat de Nutrició, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Carolina Ortega-Azorín
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Natàlia Talens
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d`Investigació Médica (IMIM), Barcelona, Spain
| | - Patricia J Peña-Orihuela
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Alejandro Oncina-Canovas
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Javier Diez-Espino
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Centro de Salud de Tafalla, Gerencia de Atención Primaria, Servicio Navarro de Salud Osasunbidea, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Nancy Babio
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Grup de Recerca ANut-DSM, Unitat de Nutrició, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Montserrat Fitó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d`Investigació Médica (IMIM), Barcelona, Spain
| | - Rosa M Lamuela-Raventós
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, Barcelona, Catalunya, Spain
- Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Santa Coloma de Gramanet, 08921, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
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3
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Cano-Ibáñez N, Serra-Majem L, Martín-Peláez S, Martínez-González MÁ, Salas-Salvadó J, Corella D, Lassale C, Martínez JA, Alonso-Gómez ÁM, Wärnberg J, Vioque J, Romaguera D, López-Miranda J, Estruch R, Gómez-Pérez AM, Lapetra J, Fernández-Aranda F, Bueno-Cavanillas A, Tur JA, Cubelos N, Pintó X, Gaforio JJ, Matía-Martín P, Vidal J, Calderón C, Daimiel L, Ros E, Gea A, Babio N, Gimenez-Alba IM, Zomeño-Fajardo MD, Abete I, Tojal Sierra L, Romero-Galisteo RP, García de la Hera M, Martín-Padillo M, García-Ríos A, Casas RM, Fernández-García JC, Santos-Lozano JM, Toledo E, Becerra-Tomas N, Sorli JV, Schröder H, Zulet MA, Sorto-Sánchez C, Diez-Espino J, Gómez-Martínez C, Fitó M, Sánchez-Villegas A. Dietary diversity and depression: cross-sectional and longitudinal analyses in Spanish adult population with metabolic syndrome. Findings from PREDIMED-Plus trial. Public Health Nutr 2022; 26:1-13. [PMID: 35850714 PMCID: PMC9989703 DOI: 10.1017/s1368980022001525] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 06/02/2022] [Accepted: 06/27/2022] [Indexed: 11/07/2022]
Abstract
OBJECTIVE To examine the cross-sectional and longitudinal (2-year follow-up) associations between dietary diversity (DD) and depressive symptoms. DESIGN An energy-adjusted dietary diversity score (DDS) was assessed using a validated FFQ and was categorised into quartiles (Q). The variety in each food group was classified into four categories of diversity (C). Depressive symptoms were assessed with Beck Depression Inventory-II (Beck II) questionnaire and depression cases defined as physician-diagnosed or Beck II >= 18. Linear and logistic regression models were used. SETTING Spanish older adults with metabolic syndrome (MetS). PARTICIPANTS A total of 6625 adults aged 55-75 years from the PREDIMED-Plus study with overweight or obesity and MetS. RESULTS Total DDS was inversely and statistically significantly associated with depression in the cross-sectional analysis conducted; OR Q4 v. Q1 = 0·76 (95 % CI (0·64, 0·90)). This was driven by high diversity compared to low diversity (C3 v. C1) of vegetables (OR = 0·75, 95 % CI (0·57, 0·93)), cereals (OR = 0·72 (95 % CI (0·56, 0·94)) and proteins (OR = 0·27, 95 % CI (0·11, 0·62)). In the longitudinal analysis, there was no significant association between the baseline DDS and changes in depressive symptoms after 2 years of follow-up, except for DD in vegetables C4 v. C1 = (β = 0·70, 95 % CI (0·05, 1·35)). CONCLUSIONS According to our results, DD is inversely associated with depressive symptoms, but eating more diverse does not seem to reduce the risk of future depression. Additional longitudinal studies (with longer follow-up) are needed to confirm these findings.
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Affiliation(s)
- Naomi Cano-Ibáñez
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Granada, Avda. De la Investigación, 11, Granada, 18016, Spain
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Lluis Serra-Majem
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Sandra Martín-Peláez
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Granada, Avda. De la Investigación, 11, Granada, 18016, Spain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Miguel Ángel Martínez-González
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jordi Salas-Salvadó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- University Hospital of Sant Joan de Reus, Nutrition Unit, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Dolores Corella
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Camille Lassale
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d’Investigació Médica (IMIM), Barcelona, Spain
| | - Jose Alfredo Martínez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nutrition, Food Sciences and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
- Cardiometabolic Nutrition Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Ángel M Alonso-Gómez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area; Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nursing, School of Health Sciences, University of Malaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Jesús Vioque
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Nutritional Epidemiology Unit, Instituto de Investigación Sanitaria y Biomédica de Alicante, Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Dora Romaguera
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - José López-Miranda
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Reina Sofía University Hospital, University of Córdoba, Córdoba, Spain
| | - Ramon Estruch
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Institut dÌnvestigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Ana María Gómez-Pérez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Virgen de la Victoria Hospital, Department of Endocrinology, Instituto de Investigación Biomédica de Málga (IBIMA), University of Málaga, Málaga, Spain
| | - José Lapetra
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Fernando Fernández-Aranda
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Aurora Bueno-Cavanillas
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Granada, Avda. De la Investigación, 11, Granada, 18016, Spain
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Josep A Tur
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Naiara Cubelos
- José Aguado Health Centre, Institute of Biomedicine (IBIOMED), University of León, León, Spain
| | - Xavier Pintó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - José Juan Gaforio
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Center for Advanced Studies in Olive Grove and Olive Oils, University of Jaén, Jaén, Spain
| | - Pilar Matía-Martín
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Josep Vidal
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Institut dÌnvestigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Cristina Calderón
- Department of Endocrinology and Nutrition, Hospital Fundación Jiménez-Díaz, Instituto de Investigaciones Biomédicas IISFJD, University Autónoma, Madrid, Spain
| | - Lidia Daimiel
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Emilio Ros
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Institut dÌnvestigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Alfredo Gea
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
| | - Nancy Babio
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- University Hospital of Sant Joan de Reus, Nutrition Unit, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Ignacio Manuel Gimenez-Alba
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - María Dolores Zomeño-Fajardo
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d’Investigació Médica (IMIM), Barcelona, Spain
| | - Itziar Abete
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
- Department of Nutrition, Food Sciences and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
| | - Lucas Tojal Sierra
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area; Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Rita P Romero-Galisteo
- Department of Nursing, School of Health Sciences, University of Malaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Manoli García de la Hera
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Nutritional Epidemiology Unit, Miguel Hernández University, ISABIAL-FISABIO, Alicante, Spain
| | - Marian Martín-Padillo
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Antonio García-Ríos
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Reina Sofía University Hospital, University of Córdoba, Córdoba, Spain
| | - Rosa M Casas
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Institut dÌnvestigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - JC Fernández-García
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Virgen de la Victoria Hospital, Department of Endocrinology, Instituto de Investigación Biomédica de Málga (IBIMA), University of Málaga, Málaga, Spain
| | - José Manuel Santos-Lozano
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Estefanía Toledo
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
| | - Nerea Becerra-Tomas
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Jose V Sorli
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Helmut Schröder
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Institute of Health Carlos III, Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d’Investigació Médica (IMIM), Barcelona, Spain
| | - María A Zulet
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
- Department of Nutrition, Food Sciences and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
| | - Carolina Sorto-Sánchez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Cardiovascular, Respiratory and Metabolic Area; Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Javier Diez-Espino
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, IDISNA, University of Navarre, Pamplona, Spain
- Servicio Navarro de Salud-Osasunbidea-Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Navarra, Spain
| | - Carlos Gómez-Martínez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
| | - Montse Fitó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d’Investigació Médica (IMIM), Barcelona, Spain
| | - Almudena Sánchez-Villegas
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain
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4
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Manouchehri M, Cea-Soriano L, Franch-Nadal J, Ruiz A, Goday A, Villanueva R, Diez-Espino J, Mata-Cases M, Giraldez-García C, Regidor E. Heterogeneity in the association between prediabetes categories and reduction on glomerular filtration rate in a 5-year follow-up. Sci Rep 2022; 12:7373. [PMID: 35513560 PMCID: PMC9072306 DOI: 10.1038/s41598-022-11392-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 04/04/2022] [Indexed: 11/09/2022] Open
Abstract
Prediabetes and not just diabetes can cause kidney damage. This study assess the association of prediabetes with development of impaired renal function (IRF). We used data from PREDAPS prospective study a cohort of 1072 subjects with prediabetes and another cohort of 772 subjects without prediabetes were follow-up from 2012 to 2017. Prediabetes was defined according to American Association of Diabetes criteria. IRF was defined as having a glomerular filtration rate < 60 mL/min/1.73 m2. Incidence rates of IRF in both cohorts and in different categories of prediabetes, based on impaired glycosylated hemoglobin (HbA1c) and/or fasting plasma glucose (FPG), were calculated. Hazard ratios (HR) for the association of the prediabetes with IRF, adjusting for potential confounders, were estimated by Cox regression models. Incidence rates of IRF per 100 person-years were 1.72 (95% confidence interval [CI]: 1.34-2.21) and 1.79 (95%CI: 1.45-2.20) for those without and with prediabetes, respectively .The HR of IRF in subjects with prediabetes with respect to subjects without prediabetes was 0.76 (95% CI: 0. 54-1.07). Corresponding HRs for type of prediabetes was 0.68 (95%CI: 0.40-1.15) for those with both altered parameters, 0.68 (95%CI: 00.40-1.15) for those with only impaired HbA1c and 1.12 (95%CI: 0.68-1.85) for those with only impaired FPG. The present study reflects an overall trend towards a slightly decreased risk of IRF onset associated to prediabetes except for individuals with only isolated impaired FPG. Further studies are warranted to fully assess the renal progression of each group.
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Affiliation(s)
| | - Lucía Cea-Soriano
- Department of Public Health and Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Pza. Ramón y Cajal, s/n. Ciudad Universitaria, 28040, Madrid, Spain.
- Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain.
- redGDPS Foundation, Madrid, Spain.
| | - Josep Franch-Nadal
- redGDPS Foundation, Madrid, Spain
- Barcelona City Research Support Unit, University Institute for Research in Primary Care Jordi Gol, Barcelona, Spain
- CIBER Diabetes Y Enfermedades Metabólicas Asociadas, Madrid, Spain
- Department of Medicine, Universidad de Barcelona, Barcelona, Spain
| | - Antonio Ruiz
- redGDPS Foundation, Madrid, Spain
- Centro de Salud Universitario Pinto, Madrid, Spain
- Universidad Europea de Madrid, Madrid, Spain
| | - Albert Goday
- Servicio de Endocrinología, Hospital del Mar, IMIM, Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
- CIBER Fisiopatología de La Obesidad Y Nutrición, Madrid, Spain
| | - Rosa Villanueva
- Department of Public Health and Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Pza. Ramón y Cajal, s/n. Ciudad Universitaria, 28040, Madrid, Spain
| | - Javier Diez-Espino
- redGDPS Foundation, Madrid, Spain
- CIBER Fisiopatología de La Obesidad Y Nutrición, Madrid, Spain
- Tafalla Health Center, Navarra, Spain
- Instituto de Investigación Sanitaria de Navarra (IDiSNA), Pamplona, Spain
| | - Manel Mata-Cases
- redGDPS Foundation, Madrid, Spain
- Barcelona City Research Support Unit, University Institute for Research in Primary Care Jordi Gol, Barcelona, Spain
| | | | - Enrique Regidor
- Department of Public Health and Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Pza. Ramón y Cajal, s/n. Ciudad Universitaria, 28040, Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
- redGDPS Foundation, Madrid, Spain
- CIBER Epidemiología Y Salud Pública (CIBERESP), Madrid, Spain
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5
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Valle-Hita C, Díaz-López A, Becerra-Tomás N, Martínez-González MA, García VR, Corella D, Goday A, Martínez JA, Alonso-Gómez ÁM, Wärnberg J, Vioque J, Romaguera D, López-Miranda J, Estruch R, Tinahones FJ, Lapetra J, Serra-Majem L, Cano-Ibáñez N, Tur JA, Rubín-García M, Pintó X, Delgado-Rodríguez M, Matía-Martín P, Vidal J, Fontao SM, Daimiel L, Ros E, Toledo E, Sorlí JV, Roca C, Abete I, Moreno-Rodriguez A, Crespo-Oliva E, Candela-García I, Morey M, Garcia-Rios A, Casas R, Fernandez-Garcia JC, Santos-Lozano JM, Diez-Espino J, Ortega-Azorín C, Comas M, Zulet MA, Sorto-Sanchez C, Ruiz-Canela M, Fitó M, Salas-Salvadó J, Babio N. Prospective associations between a priori dietary patterns adherence and kidney function in an elderly Mediterranean population at high cardiovascular risk. Eur J Nutr 2022; 61:3095-3108. [PMID: 35366708 PMCID: PMC9363380 DOI: 10.1007/s00394-022-02838-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/11/2022] [Indexed: 02/07/2023]
Abstract
Purpose To assess the association between three different a priori dietary patterns adherence (17-item energy reduced-Mediterranean Diet (MedDiet), Trichopoulou-MedDiet and Dietary Approach to Stop Hypertension (DASH)), as well as the Protein Diet Score and kidney function decline after one year of follow-up in elderly individuals with overweight/obesity and metabolic syndrome (MetS). Methods We prospectively analyzed 5675 participants (55–75 years) from the PREDIMED-Plus study. At baseline and at one year, we evaluated the creatinine-based estimated glomerular filtration rate (eGFR) and food-frequency questionnaires-derived dietary scores. Associations between four categories (decrease/maintenance and tertiles of increase) of each dietary pattern and changes in eGFR (ml/min/1.73m2) or ≥ 10% eGFR decline were assessed by fitting multivariable linear or logistic regression models, as appropriate. Results Participants in the highest tertile of increase in 17-item erMedDiet Score showed higher upward changes in eGFR (β: 1.87 ml/min/1.73m2; 95% CI: 1.00–2.73) and had lower odds of ≥ 10% eGFR decline (OR: 0.62; 95% CI: 0.47–0.82) compared to individuals in the decrease/maintenance category, while Trichopoulou-MedDiet and DASH Scores were not associated with any renal outcomes. Those in the highest tertile of increase in Protein Diet Score had greater downward changes in eGFR (β: − 0.87 ml/min/1.73m2; 95% CI: − 1.73 to − 0.01) and 32% higher odds of eGFR decline (OR: 1.32; 95% CI: 1.00–1.75). Conclusions Among elderly individuals with overweight/obesity and MetS, only higher upward change in the 17-item erMedDiet score adherence was associated with better kidney function after one year. However, increasing Protein Diet Score appeared to have an adverse impact on kidney health. Trial Registration Number: ISRCTN89898870 (Data of registration: 2014). Supplementary Information The online version contains supplementary material available at 10.1007/s00394-022-02838-7.
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Affiliation(s)
- Cristina Valle-Hita
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain
- Institut ďInvestigació Sanitària Pere Virgili (IISPV), 43204, Reus, Spain
- University Hospital of Sant Joan de Reus, Nutrition Unit, 43201, Reus, Spain
| | - Andrés Díaz-López
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain
- Institut ďInvestigació Sanitària Pere Virgili (IISPV), 43204, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Serra Hunter Fellow, Nutrition and Mental Health Research Group (NUTRISAM), Universitat Rovira i Virgili, 43201, Reus, Spain
| | - Nerea Becerra-Tomás
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain.
- Institut ďInvestigació Sanitària Pere Virgili (IISPV), 43204, Reus, Spain.
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain.
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W2 1PG, UK.
| | - Miguel A Martínez-González
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IdiSNA, 31008, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Verónica Ruiz García
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain
- University Hospital of Tarragona Joan XXIII, 43005, Tarragona, Spain
| | - Dolores Corella
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, 46010, Valencia, Spain
| | - Albert Goday
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Departament de Medicina, Universitat Autònoma de Barcelona, 08003, Barcelona, Spain
| | - J Alfredo Martínez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Nutrition, Food Science and Physiology, University of Navarra, IdiSNA, 31008, Pamplona, Spain
- Precision Nutrition Program, CEI UAM + CSIC, IMDEA Food and Health Sciences, 28049, Madrid, Spain
| | - Ángel M Alonso-Gómez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, 01009, Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Nursing, University of Málaga, Institute of Biomedical Research in Malaga (IBIMA), 29071, Málaga, Spain
| | - Jesús Vioque
- Instituto de Investigación Sanitaria y Biomédica de Alicante, Miguel Hernandez University (ISABIAL-UMH), 46020, Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Dora Romaguera
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), 07120, Palma de Mallorca, Spain
| | - José López-Miranda
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, 14004, Cordoba, Spain
| | - Ramon Estruch
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Internal Medicine, Institutd'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, 08036, Barcelona, Spain
| | - Francisco J Tinahones
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Endocrinology, Virgen de la Victoria Hospital Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, 29010, Málaga, Spain
| | - José Lapetra
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, 41013, Sevilla, Spain
| | - Luís Serra-Majem
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Preventive Medicine Service, University of Las Palmas de Gran Canaria, Research Institute of Biomedical and Health Sciences (IUIBS), Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, 35016, Las Palmas, Spain
| | - Naomi Cano-Ibáñez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine, University of Granada, 18071, Granada, Spain
| | - Josep A Tur
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), 07120, Palma de Mallorca, Spain
- Research Group On Community Nutrition and Oxidative Stress, University of Balearic Islands, 07122, Palma de Mallorca, Spain
| | - María Rubín-García
- Institute of Biomedicine (IBIOMED), University of León, 24071, León, Spain
| | - Xavier Pintó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-IDIBELL, Hospitalet de Llobregat, 08907, Barcelona, Spain
- University of Barcelona, 08007, Barcelona, Spain
| | - Miguel Delgado-Rodríguez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, 28029, Madrid, Spain
- Division of Preventive Medicine, Faculty of Medicine, University of Jaén, 23071, Jaén, Spain
| | - Pilar Matía-Martín
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), 28040, Madrid, Spain
| | - Josep Vidal
- Departament of Endocrinology, IDIBAPS, Hospital Clínic, University of Barcelona, 08036, Barcelona, Spain
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain
| | - Sebastian Mas Fontao
- Department of Endocrinology and Nutrition, University Hospital Fundación Jimenez Díaz, Instituto de Investigaciones Biomédicas IISFJD, 28040, Madrid, Spain
| | - Lidia Daimiel
- CEI UAM + CSIC, Nutritional Control of the Epigenome Group, IMDEA Food, 28049, Madrid, Spain
| | - Emilio Ros
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Endocrinology and Nutrition, Lipid Clinic, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Estefania Toledo
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IdiSNA, 31008, Pamplona, Spain
| | - José V Sorlí
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, 46010, Valencia, Spain
| | - C Roca
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Departament de Medicina, Universitat Autònoma de Barcelona, 08003, Barcelona, Spain
| | - Iztiar Abete
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Nutrition, Food Science and Physiology, University of Navarra, IdiSNA, 31008, Pamplona, Spain
| | - Anai Moreno-Rodriguez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, 01009, Vitoria-Gasteiz, Spain
| | - Edelys Crespo-Oliva
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Nursing, University of Málaga, Institute of Biomedical Research in Malaga (IBIMA), 29071, Málaga, Spain
| | | | - Marga Morey
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), 07120, Palma de Mallorca, Spain
| | - Antonio Garcia-Rios
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, 14004, Cordoba, Spain
| | - Rosa Casas
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Internal Medicine, Institutd'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, 08036, Barcelona, Spain
| | - Jose Carlos Fernandez-Garcia
- Department of Endocrinology, Virgen de la Victoria Hospital Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, 29010, Málaga, Spain
| | - José Manuel Santos-Lozano
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, 41013, Sevilla, Spain
| | - Javier Diez-Espino
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IdiSNA, 31008, Pamplona, Spain
- Atención Primaria, Servicio Navarro de Salud, Osasunbidea, Pamplona, Spain
| | - Carolina Ortega-Azorín
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, 46010, Valencia, Spain
| | - M Comas
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Departament de Medicina, Universitat Autònoma de Barcelona, 08003, Barcelona, Spain
| | - M Angeles Zulet
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Nutrition, Food Science and Physiology, University of Navarra, IdiSNA, 31008, Pamplona, Spain
| | - Carolina Sorto-Sanchez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, 01009, Vitoria-Gasteiz, Spain
| | - Miguel Ruiz-Canela
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Navarra, IdiSNA, 31008, Pamplona, Spain
| | - Montse Fitó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Departament de Medicina, Universitat Autònoma de Barcelona, 08003, Barcelona, Spain
| | - Jordi Salas-Salvadó
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain
- Institut ďInvestigació Sanitària Pere Virgili (IISPV), 43204, Reus, Spain
- University Hospital of Sant Joan de Reus, Nutrition Unit, 43201, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
| | - Nancy Babio
- Department of Biochemistry and Biotechonology, Universitat Rovira i Virgili, Human Nutrition Unit, Carrer Sant Llorenç, 21, 43201, Reus, Spain
- Institut ďInvestigació Sanitària Pere Virgili (IISPV), 43204, Reus, Spain
- University Hospital of Sant Joan de Reus, Nutrition Unit, 43201, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn), Institute of Health Carlos III, 28029, Madrid, Spain
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Gómez-Martínez C, Babio N, Júlvez J, Becerra-Tomás N, Martínez-González MÁ, Corella D, Castañer O, Romaguera D, Vioque J, Alonso-Gómez ÁM, Wärnberg J, Martínez JA, Serra-Majem L, Estruch R, Tinahones FJ, Lapetra J, Pintó X, Tur JA, López-Miranda J, Bueno-Cavanillas A, Gaforio JJ, Matía-Martín P, Daimiel L, Martín-Sánchez V, Vidal J, Vázquez C, Ros E, Dalsgaard S, Sayón-Orea C, Sorlí JV, de la Torre R, Abete I, Tojal-Sierra L, Barón-López FJ, Fernández-Brufal N, Konieczna J, García-Ríos A, Sacanella E, Bernal-López MR, Santos-Lozano JM, Razquin C, Alvarez-Sala A, Goday A, Zulet MA, Vaquero-Luna J, Diez-Espino J, Cuenca-Royo A, Fernández-Aranda F, Bulló M, Salas-Salvadó J. Glycemic Dysregulations Are Associated With Worsening Cognitive Function in Older Participants at High Risk of Cardiovascular Disease: Two-Year Follow-up in the PREDIMED-Plus Study. Front Endocrinol (Lausanne) 2021; 12:754347. [PMID: 34777250 PMCID: PMC8586462 DOI: 10.3389/fendo.2021.754347] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 09/22/2021] [Indexed: 11/28/2022] Open
Abstract
Introduction Type 2 diabetes has been linked to greater cognitive decline, but other glycemic parameters such as prediabetes, diabetes control and treatment, and HOMA-IR and HbA1c diabetes-related biomarkers have shown inconsistent results. Furthermore, there is limited research assessing these relationships in short-term studies. Thus, we aimed to examine 2-year associations between baseline diabetes/glycemic status and changes in cognitive function in older participants at high risk of cardiovascular disease. Methods We conducted a 2-year prospective cohort study (n=6,874) within the framework of the PREDIMED-Plus study. The participants (with overweight/obesity and metabolic syndrome; mean age 64.9 years; 48.5% women) completed a battery of 8 cognitive tests, and a global cognitive function Z-score (GCF) was estimated. At baseline, participants were categorized by diabetes status (no-diabetes, prediabetes, and <5 or ≥5-year diabetes duration), and also by diabetes control. Furthermore, insulin resistance (HOMA-IR) and glycated hemoglobin (HbA1c) levels were measured, and antidiabetic medications were recorded. Linear and logistic regression models, adjusted by potential confounders, were fitted to assess associations between glycemic status and changes in cognitive function. Results Prediabetes status was unrelated to cognitive decline. However, compared to participants without diabetes, those with ≥5-year diabetes duration had greater reductions in GCF (β=-0.11 (95%CI -0.16;-0.06)], as well as in processing speed and executive function measurements. Inverse associations were observed between baseline HOMA-IR and changes in GCF [β=-0.0094 (95%CI -0.0164;-0.0023)], but also between HbA1c levels and changes in GCF [β=-0.0085 (95%CI -0.0115, -0.0055)], the Mini-Mental State Examination, and other executive function tests. Poor diabetes control was inversely associated with phonologic fluency. The use of insulin treatment was inversely related to cognitive function as measured by the GCF [β=-0.31 (95%CI -0.44, -0.18)], and other cognitive tests. Conclusions Insulin resistance, diabetes status, longer diabetes duration, poor glycemic control, and insulin treatment were associated with worsening cognitive function changes in the short term in a population at high cardiovascular risk. Clinical Trial Registration http://www.isrctn.com/ISRCTN89898870, identifier ISRCTN: 89898870.
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Affiliation(s)
- Carlos Gómez-Martínez
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Nancy Babio
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
| | - Jordi Júlvez
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
| | - Nerea Becerra-Tomás
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Miguel Á. Martínez-González
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Dolores Corella
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Olga Castañer
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Dora Romaguera
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases, Palma, Spain
| | - Jesús Vioque
- CIBER de Epidemiología y Salud Pública (CIBERESP), ISCIII, Madrid, Spain
- Nutritional Epidemiology Unit, Miguel Hernandez University, Alicante, Spain
- Instituto de Investigación Sanitaria y Biomédica de Alicante-Universidad Miguel Hernández (ISABIAL-UMH), Alicante, Spain
| | - Ángel M. Alonso-Gómez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- EpiPHAAN Research Group, School of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Malaga, Malaga, Spain
| | - José A. Martínez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nutrition, Food Science and Physiology, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
- Cardiometabolic Nutrition Group, Precision Nutrition and Cardiometabolic Health Program, IMDEA Food, Campus de Excelencia Internacional Universidad Autónoma de Madrid + Consejo Superior de Investigaciones Científicas (CEI UAM + CSIC), Madrid, Spain
| | - Luís Serra-Majem
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), Preventive Medicine Service, Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, University of Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Ramón Estruch
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Institut d’Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Francisco J. Tinahones
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Instituto de Investigación Biomédica de Málaga (IBIMA), Virgen de la Victoria Hospital, University of Malaga, Malaga, Spain
| | - José Lapetra
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Unit, Department of Family Medicine, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Xavier Pintó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-IBIDELL, Hospitalet de Llobregat, Barcelona, Spain
- Universitat de Barcelona, Barcelona, Spain
| | - Josep A. Tur
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands-Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS) & Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - José López-Miranda
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Aurora Bueno-Cavanillas
- CIBER de Epidemiología y Salud Pública (CIBERESP), ISCIII, Madrid, Spain
- Department of Preventive Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - José J. Gaforio
- CIBER de Epidemiología y Salud Pública (CIBERESP), ISCIII, Madrid, Spain
- Departamento de Ciencias de la Salud, Instituto Universitario de Investigación en Olivar y Aceites de Oliva, Universidad de Jaén, Jaén, Spain
| | - Pilar Matía-Martín
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Lidia Daimiel
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Vicente Martín-Sánchez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Institute of Biomedicine (IBIOMED), University of León, León, Spain
| | - Josep Vidal
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), ISCIII, Madrid, Spain
- Departament of Endocrinology, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Clotilde Vázquez
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology, Fundación Jiménez-Díaz, Madrid, Spain
| | - Emilio Ros
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Lipid Clinic, Department of Endocrinology and Nutrition, IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Søren Dalsgaard
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Carmen Sayón-Orea
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
| | - José V. Sorlí
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Rafael de la Torre
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Integrated Pharmacology and Systems Neurosciences Research Group, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Departamento de Ciencias Experimentales y de la Salud (CEXS), Universitat Pompeu Fabra, Barcelona, Spain
| | - Itziar Abete
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nutrition, Food Science and Physiology, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
| | - Lucas Tojal-Sierra
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Vitoria-Gasteiz, Spain
| | - Francisco J. Barón-López
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- EpiPHAAN Research Group, School of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Malaga, Malaga, Spain
| | | | - Jadwiga Konieczna
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases, Palma, Spain
| | - Antonio García-Ríos
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Emilio Sacanella
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Institut d’Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - M. Rosa Bernal-López
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Regional University Hospital of Malaga, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Malaga, Malaga, Spain
| | - José M. Santos-Lozano
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Unit, Department of Family Medicine, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Cristina Razquin
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
| | - Andrea Alvarez-Sala
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Albert Goday
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - M. Angeles Zulet
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nutrition, Food Science and Physiology, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
| | - Jessica Vaquero-Luna
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Vitoria-Gasteiz, Spain
| | - Javier Diez-Espino
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, Instituto de Investigación Sanitaria de Navarra (IdISNA), University of Navarra, Pamplona, Spain
- Gerencia de Atención Primaria Servicio Navarro de Salud-Osasunbidea, Navarra, Spain
| | - Aida Cuenca-Royo
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Fernando Fernández-Aranda
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Psychiatry, University Hospital of Bellvitge-Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Mònica Bulló
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Jordi Salas-Salvadó
- Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
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7
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Díaz-López A, Becerra-Tomás N, Ruiz V, Toledo E, Babio N, Corella D, Fitó M, Romaguera D, Vioque J, Alonso-Gómez ÁM, Wärnberg J, Martínez JA, Serra-Majem L, Estruch R, Tinahones FJ, Lapetra J, Pintó X, Tur JA, López-Miranda J, Cano Ibañez N, Delgado-Rodríguez M, Matía-Martín P, Daimiel L, de Paz JA, Vidal J, Vázquez C, Ruiz-Canela M, Bulló M, Sorlí JV, Goday A, Fiol M, García-de-la-Hera M, Tojal Sierra L, Pérez-Farinós N, Zulet MÁ, Sánchez-Villegas A, Sacanella E, Fernández-García JC, Santos-Lozano JM, Gimenez-Gracia M, Del Mar Bibiloni M, Diez-Espino J, Ortega-Azorin C, Castañer O, Morey M, Torres-Collado L, Sorto Sanchez C, Muñoz MÁ, Ros E, Martinez-Gonzalez MA, Salas-Salvadó J. Effect of an Intensive Weight-Loss Lifestyle Intervention on Kidney Function: A Randomized Controlled Trial. Am J Nephrol 2021; 52:45-58. [PMID: 33556935 DOI: 10.1159/000513664] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 12/01/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Large randomized trials testing the effect of a multifactorial weight-loss lifestyle intervention including Mediterranean diet (MedDiet) on renal function are lacking. Here, we evaluated the 1-year efficacy of an intensive weight-loss intervention with an energy-reduced MedDiet (erMedDiet) plus increased physical activity (PA) on renal function. METHODS Randomized controlled "PREvención con DIeta MEDiterránea-Plus" (PREDIMED-Plus) trial is conducted in 23 Spanish centers comprising 208 primary care clinics. Overweight/obese (n = 6,719) adults aged 55-75 years with metabolic syndrome were randomly assigned (1:1) to an intensive weight-loss lifestyle intervention with an erMedDiet, PA promotion, and behavioral support (intervention) or usual-care advice to adhere to an energy-unrestricted MedDiet (control) between September 2013 and December 2016. The primary outcome was 1-year change in estimated glomerular filtration rate (eGFR). Secondary outcomes were changes in urine albumin-to-creatinine ratio (UACR), incidence of moderately/severely impaired eGFR (<60 mL/min/1.73 m2) and micro- to macroalbuminuria (UACR ≥30 mg/g), and reversion of moderately (45 to <60 mL/min/1.73 m2) to mildly impaired GFR (60 to <90 mL/min/1.73 m2) or micro- to macroalbuminuria. RESULTS After 1 year, eGFR declined by 0.66 and 1.25 mL/min/1.73 m2 in the intervention and control groups, respectively (mean difference, 0.58 mL/min/1.73 m2; 95% CI: 0.15-1.02). There were no between-group differences in mean UACR or micro- to macroalbuminuria changes. Moderately/severely impaired eGFR incidence and reversion of moderately to mildly impaired GFR were 40% lower (HR 0.60; 0.44-0.82) and 92% higher (HR 1.92; 1.35-2.73), respectively, in the intervention group. CONCLUSIONS The PREDIMED-Plus lifestyle intervention approach may preserve renal function and delay CKD progression in overweight/obese adults.
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Affiliation(s)
- Andrés Díaz-López
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
| | - Nerea Becerra-Tomás
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
| | - Verónica Ruiz
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
| | - Estefania Toledo
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, IdiSNA, University of Navarra, Pamplona, Spain
| | - Nancy Babio
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
| | - Dolores Corella
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Montse Fitó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Cardiovascular Risk and Nutrition research group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Dora Romaguera
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Jesús Vioque
- ISABIAL-FISABIO, Miguel Hernandez University, Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Ángel M Alonso-Gómez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Cardiology, Organización Sanitaria Integrada (OSI) ARABA, University Hospital Araba, Vitoria-Gasteiz, Spain
| | - Julia Wärnberg
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Nursing, Institute of Biomedical Research in Malaga (IBIMA), University of Málaga, Málaga, Spain
| | - J Alfredo Martínez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Nutrition, Food Science and Physiology, IdiSNA, University of Navarra, Pamplona, Spain
- Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Luís Serra-Majem
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria, Preventive Medicine Service, Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, Las Palmas, Spain
| | - Ramon Estruch
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Institutd'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Francisco J Tinahones
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Endocrinology, Instituto de Investigación Biomédica de Málaga (IBIMA), Virgen de la Victoria Hospital, University of Málaga, Málaga, Spain
| | - José Lapetra
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Xavier Pintó
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Josep A Tur
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - José López-Miranda
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain
| | - Naomi Cano Ibañez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Granada, Granada, Spain
| | - Miguel Delgado-Rodríguez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Division of Preventive Medicine, Faculty of Medicine, University of Jaén, Jaén, Spain
| | - Pilar Matía-Martín
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Lidia Daimiel
- Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Jose Antonio de Paz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Institute of Biomedicine (IBIOMED), University of León, León, Spain
| | - Josep Vidal
- Departament of Endocrinology, IDIBAPS, Hospital Clínic, University of Barcelona, Barcelona, Spain
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Clotilde Vázquez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Endocrinology and Nutrition, Hospital Fundación Jimenez Díaz, Instituto de Investigaciones Biomédicas IISFJD, University Autonoma, Madrid, Spain
| | - Miguel Ruiz-Canela
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, IdiSNA, University of Navarra, Pamplona, Spain
| | - Mònica Bulló
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
| | - José V Sorlí
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Albert Goday
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Cardiovascular Risk and Nutrition research group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Miquel Fiol
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Manoli García-de-la-Hera
- ISABIAL-FISABIO, Miguel Hernandez University, Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Lucas Tojal Sierra
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Cardiology, Organización Sanitaria Integrada (OSI) ARABA, University Hospital Araba, Vitoria-Gasteiz, Spain
| | - Napoleón Pérez-Farinós
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Public Health, University of Málaga, Institute of Biomedical Research in Malaga (IBIMA), Málaga, Spain
| | - Maria Ángeles Zulet
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Nutrition, Food Science and Physiology, IdiSNA, University of Navarra, Pamplona, Spain
| | - Almudena Sánchez-Villegas
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), University of Las Palmas de Gran Canaria, Preventive Medicine Service, Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, Las Palmas, Spain
| | - Emilio Sacanella
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Internal Medicine, Institutd'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - José Carlos Fernández-García
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Endocrinology, Instituto de Investigación Biomédica de Málaga (IBIMA), Virgen de la Victoria Hospital, University of Málaga, Málaga, Spain
| | - José Manuel Santos-Lozano
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Miquel Gimenez-Gracia
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Maria Del Mar Bibiloni
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Javier Diez-Espino
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, IdiSNA, University of Navarra, Pamplona, Spain
| | - Carolina Ortega-Azorin
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Olga Castañer
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Cardiovascular Risk and Nutrition research group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Marga Morey
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - Laura Torres-Collado
- ISABIAL-FISABIO, Miguel Hernandez University, Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Carolina Sorto Sanchez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Cardiology, Organización Sanitaria Integrada (OSI) ARABA, University Hospital Araba, Vitoria-Gasteiz, Spain
| | - Miguel Ángel Muñoz
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Cardiovascular Risk and Nutrition research group (CARIN), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Emilio Ros
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Lipid Clinic, Department of Endocrinology and Nutrition, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Miguel A Martinez-Gonzalez
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
- Department of Preventive Medicine and Public Health, IdiSNA, University of Navarra, Pamplona, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Jordi Salas-Salvadó
- Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Universitat Rovira i Virgili, Reus, Spain,
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain,
- Nutrition Unit, University Hospital of Sant Joan de Reus, Reus, Spain,
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain,
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8
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Ezquerra-Lázaro I, Cea-Soriano L, Giraldez-García C, Ruiz A, Franch-Nadal J, Diez-Espino J, Nogales P, Carramiñana F, Javier Sangros F, Regidor E. Lifestyle factors do not explain the difference on diabetes progression according to type of prediabetes: Results from a Spanish prospective cohort of prediabetic patients. Diabetes Res Clin Pract 2019; 153:66-75. [PMID: 31152806 DOI: 10.1016/j.diabres.2019.05.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 04/29/2019] [Accepted: 05/23/2019] [Indexed: 12/19/2022]
Abstract
AIMS We studied the role of lifestyle factors associated to type 2 diabetes (T2DM) onset according to type of prediabetes. METHODS We used data from the observational prospective cohort study in Primary Health Care on the Evolution of Patients with Prediabetes in Spain (PREDAPS). Participants were classified by American Diabetes Association criteria using either fasting plasma glucose levels (100-125 mg/dL) (group 1), HbA1c (5.7%-6.4%) (group 2) or both impaired parameters (group 3). Relationship between lifestyles and diabetes onset according to prediabetes at third year of follow up were estimated by Hazard Ratios (HRs) using three sequential models. RESULTS Incidence rate of diabetes was 2.27 cases per 1000 person-years (95% CI: 1.4-3.6) for group 1, 1.18 (95% CI: 0.65-2.13) for group 2 and 6.68 (95% CI: 5.71-8.23) for group 3. The most important risk factors were: abdominal obesity (HR: 2.29 (95% CI: 1.49-3.52)) and hypertension (HR: 2.16 (95% CI: 1.41-3.30)). Using as reference group 2, group 3 had a HR of 5.82 (3.13-10.82) and 1.83 (95% CI: 0.85-3.93) for group 1, estimates remained constant when adjusting by lifestyle and metabolic factors. CONCLUSIONS Lifestyle and metabolic do not seem to explain the differences on T2DM onset by type of prediabetes.
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Affiliation(s)
- Isabel Ezquerra-Lázaro
- Department of Public Health and Maternal Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Spain
| | - Lucía Cea-Soriano
- Department of Public Health and Maternal Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Spain; redGDPSFoundation, Madrid, Spain.
| | | | - Antonio Ruiz
- redGDPSFoundation, Madrid, Spain; Centro de Salud Pinto, Madrid, Spain
| | - Josep Franch-Nadal
- redGDPSFoundation, Madrid, Spain; USR Barcelona ciutat - IDIAP Jordi Gol, Barcelona, Spain; CIBER Diabetes y EnfermedadesMetabólicasAsociadas (CIBERDEM), Madrid, Spain; Departament de Medicina, Universitat de Barcelona, Barcelona, Spain
| | - Javier Diez-Espino
- redGDPSFoundation, Madrid, Spain; Centro de Salud Tafalla, Navarra, Spain
| | - Pedro Nogales
- redGDPSFoundation, Madrid, Spain; Centro de Salud Las Águilas, Madrid, Spain
| | | | - F Javier Sangros
- redGDPSFoundation, Madrid, Spain; Centro de Salud Torrero-La Paz, Zaragoza, Spain
| | - Enrique Regidor
- Department of Public Health and Maternal Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Spain; redGDPSFoundation, Madrid, Spain; CIBER Epidemiología y SaludPública (CIBERESP), Madrid, Spain; Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
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9
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Bibiloni MDM, Bouzas C, Abbate M, Martínez-González MA, Corella D, Salas-Salvadó J, Zomeño MD, Vioque J, Romaguera D, Martínez JA, Wärnberg J, López-Miranda J, Estruch R, Bueno-Cavanillas A, Alonso-Gómez Á, Tinahones F, Serra-Majem L, Martín V, Lapetra J, Vázquez C, Pintó X, Vidal J, Daimiel L, Delgado-Rodríguez M, Matía P, Ros E, Fernández-Carrión R, Garcia-Rios A, Zulet MA, Asensio A, Schröder H, Fitó M, Becerra-Tomás N, Basora J, Cenoz JC, Diez-Espino J, Toledo E, Tur JA. Nutrient adequacy and diet quality in a Mediterranean population with metabolic syndrome: A cross-sectional study. Clin Nutr 2019; 39:853-861. [PMID: 30952534 DOI: 10.1016/j.clnu.2019.03.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Revised: 02/08/2019] [Accepted: 03/14/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND & AIMS Few studies have compared micronutrient intake and fulfilment of average requirements (EAR) in non-diabetic, pre-diabetic and diabetic adults at high cardiovascular risk. We assessed these variables in a large sample of participants in the PREDIMED-PLUS randomized trial of primary cardiovascular prevention with diet and physical activity. DESIGN Baseline assessment of nutritional adequacy in n = 5792 men and women, aged 55-75 years, with overweight/obesity and some metabolic syndrome features. METHODS Participants were categorised as non-diabetic (n = 2390), pre-diabetic (n = 1322) or diabetic (n = 2080) by standard criteria. Food and nutrient intake were assessed using a validated food frequency questionnaire. Micronutrients examined were vitamins B1, B2, B3, B6, B12, A, C, D, E and folic acid; Ca, K, P, Mg, Fe, Se, Cr, Zn, and iodine. The proportion of micronutrient inadequacy was evaluated using the EAR or adequate intake (AI) cut-offs. Diet quality was also determined using a 17-item energy-restricted Mediterranean diet (MedDiet) questionnaire. RESULTS Compared to non-diabetic participants, those with pre-diabetes had lower intakes of total carbohydrates (CHO) and higher intakes of total fat and saturated fatty acids (SFA) and were more likely to be below EAR for folic, while diabetic participants had lower intakes of total CHO and higher intakes of protein, total fat, monounsaturated fatty acids, SFA and cholesterol and were less likely to be below EAR for vitamins B2, and B6, Ca, Zn and iodine. Diabetic participants disclosed higher adherence to the MedDiet than the other two groups. CONCLUSIONS Older Mediterranean individuals with metabolic syndrome and diabetes had better nutrient adequacy and adherence to the MedDiet than those with pre-diabetes or no diabetes.
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Affiliation(s)
- Maria Del Mar Bibiloni
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Cristina Bouzas
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Manuela Abbate
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain
| | - Miguel A Martínez-González
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; University of Navarra, Department of Preventive Medicine and Public Health, IDISNA, Pamplona, Spain; Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, USA
| | - Dolores Corella
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Jordi Salas-Salvadó
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, Reus, Spain
| | - M Dolors Zomeño
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Mèdica (IMIM), Barcelona, Spain; Human Nutrition Unit, Blanquerna-Ramon Llull University, Barcelona, Spain
| | - Jesús Vioque
- Miguel Hernandez University, ISABIAL-FISABIO, Alicante, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain
| | - Dora Romaguera
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain
| | - J Alfredo Martínez
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain; Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Julia Wärnberg
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Nursing, School of Health Sciences, University of Málaga-IBIMA, Málaga, Spain
| | - José López-Miranda
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Lipids and Atherosclerosis Unit, Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Spain
| | - Ramón Estruch
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Internal Medicine, IDIBAPS, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Aurora Bueno-Cavanillas
- CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain; Department of Preventive Medicine, University of Granada, Granada, Spain
| | - Ángel Alonso-Gómez
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Cardiology, OSI ARABA, University Hospital Araba, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Francisco Tinahones
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Virgen de la Victoria Hospital, Department of Endocrinology, University of Málaga, Málaga, Spain
| | - Lluis Serra-Majem
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Institute for Biomedical Research, University of Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Vicente Martín
- CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain; Institute of Biomedicine (IBIOMED), University of León, Spain
| | - José Lapetra
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain
| | - Clotilde Vázquez
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Endocrinology, Fundación Jiménez-Díaz, Madrid, Spain
| | - Xavier Pintó
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Josep Vidal
- Department of Endocrinology, IDIBAPS, Hospital Clinic, University of Barcelona, Barcelona, Spain; CIBER Diabetes y enfermedades metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Spain
| | - Lidia Daimiel
- Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Miguel Delgado-Rodríguez
- CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain; Department of Health Sciences, University of Jaen, Jaen, Spain
| | - Pilar Matía
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Emilio Ros
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Lipid Clinic, Department of Endocrinology and Nutrition, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Rebeca Fernández-Carrión
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Antonio Garcia-Rios
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Lipids and Atherosclerosis Unit, Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Spain
| | - M Angeles Zulet
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain
| | - Alberto Asensio
- Miguel Hernandez University, ISABIAL-FISABIO, Alicante, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain
| | - Helmut Schröder
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Mèdica (IMIM), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Spain
| | - Montserrat Fitó
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Mèdica (IMIM), Barcelona, Spain
| | - Nerea Becerra-Tomás
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, Reus, Spain
| | - Josep Basora
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, Reus, Spain
| | - Juan Carlos Cenoz
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; University of Navarra, Department of Preventive Medicine and Public Health, IDISNA, Pamplona, Spain
| | - Javier Diez-Espino
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; University of Navarra, Department of Preventive Medicine and Public Health, IDISNA, Pamplona, Spain
| | - Estefanía Toledo
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; University of Navarra, Department of Preventive Medicine and Public Health, IDISNA, Pamplona, Spain
| | - Josep A Tur
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Spain; Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain.
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10
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Cano-Ibáñez N, Bueno-Cavanillas A, Martínez-González MA, Corella D, Salas-Salvadó J, Zomeño MD, García-de-la-Hera M, Romaguera D, Martínez JA, Barón-López FJ, García-Ríos A, Estruch R, García-Molina L, Alonso Gómez Á, Tur JA, Tinahones F, Serra-Majem L, Cubelos-Fernández N, Lapetra J, Vázquez C, Pintó X, Vidal J, Daimiel L, Gaforio JJ, Matía P, Ros E, Diez-Espino J, Fernández-Carrión R, Basora J, Fitó M, Zazo JM, Colom A, Toledo E, Díaz-López A, Muñoz MÁ, Ruiz-Canela M, Gea A. Dietary Intake in Population with Metabolic Syndrome: Is the Prevalence of Inadequate Intake Influenced by Geographical Area? Cross-Sectional Analysis from PREDIMED-Plus Study. Nutrients 2018; 10:E1661. [PMID: 30400355 PMCID: PMC6266979 DOI: 10.3390/nu10111661] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 10/28/2018] [Accepted: 10/31/2018] [Indexed: 12/30/2022] Open
Abstract
Inadequate diet influences chronic diseases such as cardiovascular disease (CVD), the leading cause of death in Spain. CVD figures vary from one geographical region to another; this could be associated with different food choices. Our aim was to analyse the influence of geographical area on nutrient intakes among the Spanish adult population with Metabolic Syndrome (MetS). We analysed cross-sectional baseline data from the PREDIMED-Plus study: 6646 Spanish adults, aged 55⁻75 years, with overweight/obesity and MetS in four geographical areas. A validated 143-item Food Frequency Questionnaire (FFQ) was used to assess energy and nutrient intakes. The prevalence of inadequate nutrient intake was estimated according to Dietary Reference Intakes (DRIs). Multivariable-adjusted logistic regression was used to assess the relationship between geographical area (North, Central, East and South areas) and inadequate nutrient intake. People in the North area consumed significantly lower amounts of vegetables and fish but more sugar and alcohol (p < 0.001) than other areas. Dietary fibre, vitamin A, E, calcium and magnesium intakes were all lower among men of North area than in the other areas (p < 0.001). Sex (women), non-smoker and physical activity were also associated to adequate nutrient intake. Geographical area influences nutrient intakes. Its effect on dietary quality should be taken into account when planning food policies.
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Grants
- FPU14/03630 Ministerio de Educación, Cultura y Deporte
- 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 Instituto de Salud Carlos III
- Advanced Research Grant 2013-2018; 340918 European Research Council
- 2013ACUP00194 Recercaixa
- PI0458/2013 Consejería de Salud, Junta de Andalucía
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Affiliation(s)
- Naomi Cano-Ibáñez
- Department of Preventive Medicine and Public Health, University of Granada, 18011 Granada, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Aurora Bueno-Cavanillas
- Department of Preventive Medicine and Public Health, University of Granada, 18011 Granada, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Miguel A Martínez-González
- Department of Preventive Medicine and Public Health, Medical School, University of Navarre, 31008 Pamplona, Spain.
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Dolores Corella
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Preventive Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Jordi Salas-Salvadó
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, 43002 Reus, Spain.
| | - M Dolors Zomeño
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), 08003 Barcelona, Spain.
- Human Nutrition Unit, Blanquerna-Ramon Llull University, 08001 Barcelona, Spain.
| | - Manoli García-de-la-Hera
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
- Miguel Hernández University, ISABIAL-FISABIO, 03202 Alicante, Spain.
| | - Dora Romaguera
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain.
| | - J Alfredo Martínez
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Nutrition, Food Sciences and Physiology, Center for Nutrition Research, University of Navarra, 31008 Pamplona, Spain.
- Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, 28049 Madrid, Spain.
| | - F Javier Barón-López
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Public Health, University of Málaga-IBIMA, 29016 Málaga, Spain.
| | - Antonio García-Ríos
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Reina Sofía University Hospital, University of Córdoba, 14004 Córdoba, Spain.
| | - Ramón Estruch
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Internal Medicine, IDIBAPS, Hospital Clinic, University of Barcelona, 08036 Barcelona, Spain.
| | - Laura García-Molina
- Department of Preventive Medicine and Public Health, University of Granada, 18011 Granada, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Ángel Alonso Gómez
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Cardiology, OSI ARABA, University Hospital Araba, University of the Basque Country (UPV/EHU), 48940 Vitoria-Gasteiz, Spain.
| | - Josep A Tur
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, 07122 Palma de Mallorca, Spain.
| | - Francisco Tinahones
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Virgen de la Victoria Hospital, Department of Endocrinology, University of Málaga, 29010 Málaga, Spain.
| | - Lluis Serra-Majem
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Institute for Biomedical Research, University of Las Palmas de Gran Canaria, 35016 Las Palmas, Spain.
| | | | - José Lapetra
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria, 41013 Sevilla, Spain.
| | - Clotilde Vázquez
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Endocrinology, Fundación Jiménez-Díaz, 28040 Madrid, Spain.
| | - Xavier Pintó
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, 08907 Barcelona, Spain.
| | - Josep Vidal
- Department of Endocrinology, IDIBAPS, Hospital Clinic, University of Barcelona, 08036 Barcelona, Spain.
- CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain.
| | - Lidia Daimiel
- Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, 28049 Madrid, Spain.
| | - José Juan Gaforio
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
- Centro de Estudios Avanzados en Olivar y Aceites de Oliva, University of Jaén, 23071 Jaén, Spain.
| | - Pilar Matía
- Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain.
| | - Emilio Ros
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Lipid Clinic, Department of Endocrinology and Nutrition, Institut d'Investigació Biomédiques August Pi Sunyer (IDIBAPS), Hospital Clinic, 08036 Barcelona, Spain.
| | - Javier Diez-Espino
- Department of Preventive Medicine and Public Health, Medical School, University of Navarre, 31008 Pamplona, Spain.
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Servicio Navarro de Salud, Osasunbidea, 31002 Pamplona, Spain.
| | - Rebeca Fernández-Carrión
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Department of Preventive Medicine, University of Valencia, 46010 Valencia, Spain.
| | - Josep Basora
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, 43002 Reus, Spain.
| | - Montse Fitó
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Unit of Cardiovascular Risk and Nutrition, Institut Hospital del mar de Investigaciones Médicas Municipal d'Investigació Médica (IMIM), 08003 Barcelona, Spain.
| | - Juan Manuel Zazo
- CIBER of Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, 28029 Madrid, Spain.
- Miguel Hernández University, ISABIAL-FISABIO, 03202 Alicante, Spain.
| | - Antoni Colom
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma de Mallorca, Spain.
| | - Estefanía Toledo
- Department of Preventive Medicine and Public Health, Medical School, University of Navarre, 31008 Pamplona, Spain.
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Andrés Díaz-López
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
- Human Nutrition Unit, Biochemistry and Biotechnology Department, IISPV, Universitat Rovira i Virgili, 43002 Reus, Spain.
| | - Miguel Ángel Muñoz
- Primary Care Division of Barcelona, Institut Català de la Salud-IDIAP Jordi Gol, 08007 Barcelona, Spain.
| | - Miguel Ruiz-Canela
- Department of Preventive Medicine and Public Health, Medical School, University of Navarre, 31008 Pamplona, Spain.
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
| | - Alfredo Gea
- Department of Preventive Medicine and Public Health, Medical School, University of Navarre, 31008 Pamplona, Spain.
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Carlos III Institute of Health, 28029 Madrid, Spain.
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11
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Fernández-Cao JC, Arija V, Aranda N, Basora J, Diez-Espino J, Estruch R, Fitó M, Corella D, Salas-Salvadó J. Soluble transferrin receptor and risk of type 2 diabetes in the obese and nonobese. Eur J Clin Invest 2017; 47:221-230. [PMID: 28075490 DOI: 10.1111/eci.12725] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 01/09/2017] [Indexed: 12/20/2022]
Abstract
BACKGROUND Studies evaluating the relationship between soluble transferrin receptor (sTfR), a biomarker inversely related to body iron stores, and risk of type 2 diabetes mellitus (T2DM) are scarce and inconclusive. Furthermore, sTfR concentrations have been observed to be significantly higher in obese than in nonobese individuals. Therefore, the aim of this study was to assess the relationship between sTfR and the risk of T2DM in obese and nonobese subjects. DESIGN A nested case-control study of 153 cases of newly diagnosed diabetic subjects, 73 obese and 80 nonobese, and 306 individually matched controls, 138 obese and 166 nonobese, who did not develop T2DM for a median 6-year follow-up (interquartile range: 3·9-6·5) was conducted using data from the PREvention with MEDiterranean Diet (PREDIMED) cohort (http://www.controlled-trials.com/ISRCTN35739639). Cases and controls were matched for age (≤ 67 vs. > 67 years), gender, dietary intervention group and BMI (≤ 27 vs. > 27 kg/m2 ). RESULTS Waist circumference is the main determinant of sTfR concentrations in the whole sample (β = 0·476, P < 0·001), in the obese (β = 0·802, P < 0·001) and the nonobese (β = 0·455, P = 0·003). Furthermore, sTfR is directly associated with the risk of T2DM in obese individuals (OR = 2·79; 95% CI: 1·35-5·77, P = 0·005) and inversely associated in nonobese individuals (OR = 0·40; 95% CI: 0·20-0·79, P = 0·015). CONCLUSIONS The association between sTfR levels and risk of T2DM in a population at high cardiovascular risk depend on the presence or absence of obesity. While in nonobese subjects elevated sTfR levels are associated with a decreased risk of developing T2DM, in obese subjects the risk increases. This suggests that obesity alters the relationship between sTfR and T2DM incidence.
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Affiliation(s)
- José C Fernández-Cao
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Universitat Rovira i Virgili, Reus, Spain.,Department of Nutrition and Dietetics, Faculty of Health Sciences, University of Atacama, Copiapó, Chile
| | - Victoria Arija
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Universitat Rovira i Virgili, Reus, Spain.,Reus-Altebrat Primary Care, Institut d'Investigació en Atenció Primària (IDIAP), Jordi Gol i Gurina, Reus, Spain.,Pere i Virgili, Health Research Institute (IISPV), Universitat Rovira i Virgili, Reus, Spain
| | - Núria Aranda
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Universitat Rovira i Virgili, Reus, Spain.,Pere i Virgili, Health Research Institute (IISPV), Universitat Rovira i Virgili, Reus, Spain
| | - Josep Basora
- Reus-Altebrat Primary Care, Institut d'Investigació en Atenció Primària (IDIAP), Jordi Gol i Gurina, Reus, Spain.,Pere i Virgili, Health Research Institute (IISPV), Universitat Rovira i Virgili, Reus, Spain.,Human Nutrition Unit, Faculty of Medicine and Health Sciences, Universitat Rovira i Virgili, Reus, Spain.,CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain
| | - Javier Diez-Espino
- CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain.,Primary Health Care Centre of Tafalla, Servicio Navarro de Salud-Osasunbidea, Navarra, Spain
| | - Ramón Estruch
- CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain.,Department of Internal Medicine, Hospital Clínic, Institut d'Investigació Biomédica August Pi I Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Montse Fitó
- CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain.,Cardiovascular Risk and Nutrition Research Group, Municipal Institute for Medical Research (IMIM-Hospital del Mar), Barcelona, Spain
| | - Dolores Corella
- CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain.,Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, Valencia, Spain
| | - Jordi Salas-Salvadó
- Pere i Virgili, Health Research Institute (IISPV), Universitat Rovira i Virgili, Reus, Spain.,Human Nutrition Unit, Faculty of Medicine and Health Sciences, Universitat Rovira i Virgili, Reus, Spain.,CIBERobn Physiopathology of Obesity and Nutrition, Institute of Health Carlos III, Madrid, Spain
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12
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Buil-Cosiales P, Zazpe I, Toledo E, Corella D, Salas-Salvadó J, Diez-Espino J, Ros E, Fernandez-Creuet Navajas J, Santos-Lozano JM, Arós F, Fiol M, Castañer O, Serra-Majem L, Pintó X, Lamuela-Raventós RM, Marti A, Basterra-Gortari FJ, Sorlí JV, Verdú-Rotellar JM, Basora J, Ruiz-Gutierrez V, Estruch R, Martínez-González MÁ. Fiber intake and all-cause mortality in the Prevención con Dieta Mediterránea (PREDIMED) study. Am J Clin Nutr 2014; 100:1498-507. [PMID: 25411285 DOI: 10.3945/ajcn.114.093757] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Few observational studies have examined the effect of dietary fiber intake and fruit and vegetable consumption on total mortality and have reported inconsistent results. All of the studies have been conducted in the general population and typically used only a single assessment of diet. OBJECTIVE We investigated the association of fiber intake and whole-grain, fruit, and vegetable consumption with all-cause mortality in a Mediterranean cohort of elderly adults at high cardiovascular disease (CVD) risk by using repeated measurements of dietary information and taking into account the effect of a dietary intervention. DESIGN We followed up 7216 men (55-75 y old) and women (60-75 y old) at high CVD risk in the Prevención con Dieta Mediterránea (PREDIMED) trial for a mean of 5.9 y. Data were analyzed as an observational cohort. Participants were initially free of CVD. A 137-item validated food-frequency questionnaire administered by dietitians was repeated annually to assess dietary exposures (fiber, fruit, vegetable, and whole-grain intakes). Deaths were identified through the continuing medical care of participants and the National Death Index. An independent, blinded Event Adjudication Committee adjudicated causes of death. Cox regression models were used to estimate HRs of death during follow-up according to baseline dietary exposures and their yearly updated changes. RESULTS In up to 8.7 y of follow-up, 425 participants died. Baseline fiber intake and fruit consumption were significantly associated with lower risk of death [HRs for the fifth compared with the first quintile: 0.63 (95% CI: 0.46, 0.86; P = 0.015) and 0.59 (95% CI: 0.42, 0.82; P = 0.004), respectively]. When the updated dietary information was considered, participants with fruit consumption >210 g/d had 41% lower risk of all-cause mortality (HR: 0.59; 95% CI: 0.44, 0.78). Associations were strongest for CVD mortality than other causes of death. CONCLUSION Fiber and fruit intakes are associated with a reduction in total mortality. PREDIMED was registered at controlled-trials.com as ISRCTN35739639.
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Affiliation(s)
- Pilar Buil-Cosiales
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Itziar Zazpe
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Estefanía Toledo
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Dolores Corella
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Jordi Salas-Salvadó
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Javier Diez-Espino
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Emilio Ros
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Joaquin Fernandez-Creuet Navajas
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - José Manuel Santos-Lozano
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Fernando Arós
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Miquel Fiol
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Olga Castañer
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Lluis Serra-Majem
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Xavier Pintó
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Rosa M Lamuela-Raventós
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Amelia Marti
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - F Javier Basterra-Gortari
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - José V Sorlí
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Jose M Verdú-Rotellar
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Josep Basora
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Valentina Ruiz-Gutierrez
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Ramón Estruch
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
| | - Miguel Á Martínez-González
- From the Prevención con Dieta Mediterránea Research Network (Red 06/0045) (PB-C, IZ, ET, JS-S, JD-E, FA, LS-M, XP, RML-R, AM, FJB-G, JB, VR-G, RE, and MÁM-G) and the Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (PB-C, IZ, ET, DC, JS-S, JD-E, ER, JF-CN, JMS-L, FA, MF, OC, LS-M, XP, RML-R, AM, FJB-G, JVS, JMV-R, JB, VR-G, RE, and MÁM-G), Instituto de Salud Carlos III, Madrid, Spain; the Servicio Navarro de Salud-Osasunbidea (PB-C, JD-E, and FJB-G), Pamplona, Spain; the Departments of Preventive Medicine and Public Health (IZ, ET, and MÁM-G) and Nutrition (AM), University of Navarra, Pamplona, Spain; the Department of Preventive Medicine, University of Valencia, Valencia, Spain (DC and JVS); the Human Nutrition Department, Hospital Universitari Sant Joan, Institut d'Investigació Sanitaria Pere Virgili, Universitat Rovira i Virgili, Reus, Spain (JS-S and JB); the Lipid Clinic, Department of Endocrinology and Nutrition (ER), the Department of Internal Medicine (RE), Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clinic, and the Department of Nutrition and Food Science, School of Pharmacy, Xarxa de Referència en Tecnologia dels Aliments, Instituto de Investigación en Nutrición y Seguridad Alimentaria (RML-R), University of Barcelona, Barcelona, Spain (ER); the Department of Preventive Medicine, University of Malaga, Malaga, Spain (JF-CN); the Department of Family Medicine, Primary Care Division of Seville, San Pablo Health Center, Seville, Spain (JMS); the Department of Cardiology, University Hospital of Alava, Vitoria, Spain (FA); the Institute of Health Sciences, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain (MF); the Cardiovascular and Nutrition Research Group, Institut de Recerca Hospital del Mar, Barcelona, Spain (OC); the Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain (LS-M); the Lipids and Vascular Risk Unit, Int
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Hu EA, Toledo E, Diez-Espino J, Estruch R, Corella D, Salas-Salvado J, Vinyoles E, Gomez-Gracia E, Aros F, Fiol M, Lapetra J, Serra-Majem L, Pintó X, Portillo MP, Lamuela-Raventos RM, Ros E, Sorli JV, Martinez-Gonzalez MA. Lifestyles and risk factors associated with adherence to the Mediterranean diet: a baseline assessment of the PREDIMED trial. PLoS One 2013; 8:e60166. [PMID: 23637743 PMCID: PMC3639284 DOI: 10.1371/journal.pone.0060166] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2012] [Accepted: 02/22/2013] [Indexed: 11/28/2022] Open
Abstract
Background The traditional Mediterranean dietary pattern (MedDiet) is associated with longevity and low rates of cardiovascular disease (CVD). However, there is little information on who is more likely to follow this food pattern. Aim To evaluate how different factors are associated with lower MedDiet adherence in older Spanish subjects. Methods We included 7305 participants (men aged 55–80 y, women 60–80 y) at high-risk of CVD recruited into the PREDIMED trial (ISRCTN35739639). Socioeconomic, anthropometric, lifestyle characteristics and CVD risk factors were recorded. A validated 14-item questionnaire was used to evaluate MedDiet adherence at baseline. Multivariate models were used to estimate odds ratios (OR) and 95% confidence intervals for lower adherence to the MedDiet (<9 points out of 14) and ascertain factors independently associated with it. Results Former smoking (OR = 0.87; 95% CI, 0.78–0.98), physical activity (OR for the 3rd vs. the 1sttertile: 0.69; 0.62–0.78), and higher educational level (OR for university vs. less than primary school: 0.54; 0.38–0.77) were associated with higher MedDiet adherence. Conversely, having a larger waist-to-height ratio (OR for 0.1 units, 1.35; 1.22–1.49), being diabetic (OR = 1.13; 1.03–1.24), being single (OR = 1.27; 1.01–1.61) or divorced or separated (OR = 1.44; 1.09–1.89), and current smoking (OR = 1.28; 1.11–1.47) were associated with lower adherence. Conclusions Participants with little education, a larger waist-to-height ratio, or diabetes and those who were less physically active, single, divorced or separated, or smokers were less likely to adhere to the MedDiet, an ideal model for food choices. Stronger efforts of health promotion are needed in these groups to foster adoption of the MedDiet.
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Affiliation(s)
- Emily A. Hu
- Department of Nutrition, Harvard School of Public Health, Harvard University, Boston, Massachusetts, United States of America
| | - Estefania Toledo
- Department of Nutrition, Harvard School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Preventive Medicine and Public Health, School of Medicine-Clinic, University of Navarra, Pamplona, Navarra, Spain
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- * E-mail:
| | - Javier Diez-Espino
- Department of Preventive Medicine and Public Health, School of Medicine-Clinic, University of Navarra, Pamplona, Navarra, Spain
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Primary Health Care Center of Tafalla-Osasunbidea, Tafalla, Navarra, Spain
| | - Ramon Estruch
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Internal Medicine, Institut d’Investigacions Biomediques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Dolores Corella
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Jordi Salas-Salvado
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Human Nutrition Department, IISPV, Universitat Rovira i Virgili, Reus, Spain
| | - Ernest Vinyoles
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- La Mina Primary Care Center, University of Barcelona, Spain
- IDIAP JordiGol. Barcelona, Spain
| | - Enrique Gomez-Gracia
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Preventive Medicine, University of Malaga, Malaga, Spain
| | - Fernando Aros
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Cardiology, University Hospital of Alava, Vitoria, Spain
| | - Miquel Fiol
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Institute of Health Sciences IUNICS, University of Balearic Islands, and Hospital Son Espases, Palma de Mallorca, Spain
| | - Jose Lapetra
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Family Medicine, Primary Care Division of Sevilla, San Pablo Health Center, Sevilla, Spain
| | - Lluis Serra-Majem
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Clinical Sciences, University of Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Xavier Pintó
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Maria Puy Portillo
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Nutrition and Food Science, School of Pharmacy, University of the Basque County (UPV/EHU), Vitoria, Spain
| | - Rosa M. Lamuela-Raventos
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Nutrition and Food Science, School of Pharmacy, XaRTA, INSA, University of Barcelona, Barcelona, Spain
| | - Emilio Ros
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Lipid Clinic, Department of Endocrinology and Nutrition, Institut d’Investigacions Biomediques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Jose V. Sorli
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- Department of Preventive Medicine, University of Valencia, Valencia, Spain
| | - Miguel A. Martinez-Gonzalez
- Department of Preventive Medicine and Public Health, School of Medicine-Clinic, University of Navarra, Pamplona, Navarra, Spain
- RETIC RD06/0045, Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBER obn), Instituto de Salud Carlos III (ISCIII), Spanish Government, Madrid, Spain
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Cabello-Saavedra E, Bes-Rastrollo M, Martinez JA, Diez-Espino J, Buil-Cosiales P, Serrano-Martinez M, Martinez-Gonzalez MA. Macronutrient intake and metabolic syndrome in subjects at high cardiovascular risk. Ann Nutr Metab 2010; 56:152-9. [PMID: 20145389 DOI: 10.1159/000280104] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2009] [Accepted: 12/07/2009] [Indexed: 11/19/2022]
Abstract
BACKGROUND The effect of macronutrient intake on the metabolic syndrome (MS) is still controversial. Our aim in this study was to assess the relationships between macronutrient intake and the risk of developing the MS in subjects at high cardiovascular risk. METHODS In this cross-sectional study, 967 high-risk men and women (55-80 years) were assessed according to the MS criteria defined by the National Cholesterol Education Program Adult Treatment Panel III (ATP3) and those established by the International Diabetes Federation (IDF). A 137-item validated food frequency questionnaire was used. Odds ratios (OR) for macronutrient intake and MS were calculated and adjustments were made for potential confounders. RESULTS When applying the ATP3 criteria, an inverse association was found for fiber and polyunsaturated fatty acid (PUFAs) intake, with ORs of 0.55 (95% CI: 0.35-0.86) and 0.60 (95% CI: 0.39-0.94), respectively, for the 5th versus the 1st quintile. Using the IDF criteria, an inverse association between fiber intake and the MS was obtained whereas a direct association was found between carbohydrate intake and the MS: OR = 1.71 (95% CI: 1.05-2.79) for the highest versus the lowest quintile. CONCLUSIONS A diet rich in fiber and PUFAs is correlated with a reduced risk of MS in subjects at high cardiovascular risk.
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Affiliation(s)
- Elizabeth Cabello-Saavedra
- Department of Preventive Medicine and Public Health, Medical School, Clínica Universidad de Navarra, Pamplona, Spain
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15
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Buil-Cosiales P, Irimia P, Ros E, Riverol M, Gilabert R, Martinez-Vila E, Núñez I, Diez-Espino J, Martínez-González MA, Serrano-Martínez M. Dietary fibre intake is inversely associated with carotid intima-media thickness: a cross-sectional assessment in the PREDIMED study. Eur J Clin Nutr 2009; 63:1213-9. [DOI: 10.1038/ejcn.2009.45] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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16
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Estruch R, Martinez-Gonzalez MA, Corella D, Basora-Gallisa J, Ruiz-Gutierrez V, Covas MI, Fiol M, Gomez-Gracia E, Lopez-Sabater MC, Escoda R, Pena MA, Diez-Espino J, Lahoz C, Lapetra J, Saez G, Ros E. Effects of dietary fibre intake on risk factors for cardiovascular disease in subjects at high risk. J Epidemiol Community Health 2009; 63:582-8. [DOI: 10.1136/jech.2008.082214] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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17
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Medina-Remón A, Barrionuevo-González A, Zamora-Ros R, Andres-Lacueva C, Estruch R, Martínez-González MÁ, Diez-Espino J, Lamuela-Raventos RM. Rapid Folin–Ciocalteu method using microtiter 96-well plate cartridges for solid phase extraction to assess urinary total phenolic compounds, as a biomarker of total polyphenols intake. Anal Chim Acta 2009; 634:54-60. [DOI: 10.1016/j.aca.2008.12.012] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2008] [Revised: 10/28/2008] [Accepted: 12/08/2008] [Indexed: 10/21/2022]
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18
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Orozco-Beltrán D, Gil-Guillen VF, Quirce F, Navarro-Perez J, Pineda M, Gomez-de-la-Cámara A, Pita S, Diez-Espino J, Mateos J, Merino J, Serrano-Rios M. Control of diabetes and cardiovascular risk factors in patients with type 2 diabetes in primary care. The gap between guidelines and reality in Spain. Int J Clin Pract 2007; 61:909-15. [PMID: 17504353 DOI: 10.1111/j.1742-1241.2007.01367.x] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
To evaluate the level and factors affecting control of diabetes and cardiovascular risk factors in type 2 diabetes (TYPE 2 DM) patients. Multicentre cross-sectional study: a sample of 430 primary care practices across Spain selected 1907 type 2 diabetic patients. The first five consecutive ambulatory patients with TYPE 2 DM were eligible for the inclusion into the survey. Patients were free of known cardiovascular disease (CVD). Control criteria were defined based on 2002 American Diabetes Association (ADA) clinical practice recommendations. A total of 1907 patients (51% women) aged 63 +/- 9 years. Smoking prevalence was 22.6%, 50.6% had levels of A1c < 7%. Mean blood pressure (BP) was 148 +/- 17/86 +/- 10 mmHg. Only 7.8% have achieved the target of BP < 130/80 mmHg. Among the 1180 patients (65%) treated for hypertension, this target was attained in only 4.4% of patients. A measurement for low-density lipoprotein (LDL) cholesterol was available in 1669 patients (88%). Only 5.9% of patients achieved the target of LDL < 100 mg/dl. Among the 638 patients (41.6%) on drug treatment for dyslipidaemia, this target was attained in only 5.6% of patients. Among type 2 diabetic patients in Spain the prevalence of cardiovascular risk factors is high. Control of glycaemia, smoking, BP and LDL are far from optimal despite the widespread use of guidelines for the management of diabetes and CVD. The application of published recommendations needs to be reinforced.
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Affiliation(s)
- D Orozco-Beltrán
- Department of Clinical Medicine, Miguel Hernandez University, San Juan, Alicante, Spain.
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