Nerea Becerra-Tomás1, Indira Paz-Graniel2, Anna Tresserra-Rimbau3, Miguel Á Martínez-González4, Laura Barrubés2, Dolores Corella5, Júlia Muñoz-Martínez6, Dora Romaguera7, Jesús Vioque8, Ángel M Alonso-Gómez9, Julia Wärnberg10, José A Martínez11, Luís Serra-Majem12, Ramon Estruch13, Maria R Bernal-López14, José Lapetra15, Xavier Pintó16, Josep A Tur17, Antonio Garcia-Rios18, Blanca Riquelme Gallego19, Miguel Delgado-Rodríguez20, Pilar Matía-Martín21, Lidia Daimiel22, Sonsoles Velilla-Zancada23, Josep Vidal24, Clotilde Vázquez25, Emilio Ros26, Pilar Buil-Cosiales27, Nancy Babio2, Rebeca Fernández-Carrión5, Karla A Pérez-Vega6, Marga Morey7, Laura Torres-Collado8, Lucas Tojal-Sierra9, Jessica Pérez-López10, Itziar Abete28, Judith P Cabrera12, Rosa Casas13, José C Fernández-García29, José M Santos-Lozano15, Virginia Esteve-Luque30, Cristina Bouzas17, Cesar I Fernandez-Lazaro31, José V Sorlí5, Gala Freixer6, Marian Martín32, Montserrat G Muñoz33, Itziar Salaverria-Lete9, Estefania Toledo34, Olga Castañer6, Jordi Salas-Salvadó35. 1. Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, Reus, Spain; 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. 2. Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, Reus, Spain; Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain. 3. Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, Reus, Spain; 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 Gastronomy, XaRTA, INSA, School of Pharmacy and Food Sciences, University of Barcelona, 08028 Barcelona, Spain. 4. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, 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, MA, USA. 5. 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. 6. 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. 7. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology. Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), Palma de Mallorca, Spain. 8. CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL-UMH), Alicante, Spain. 9. 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 UPV/EHU, Vitoria-Gasteiz, Spain. 10. 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 Málaga, Institute of Biomedical Research in Malaga (IBIMA)-IBIMA, Málaga, Spain. 11. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University of Navarra, Department of Nutrition, Food Science and Physiology, IDISNA, Pamplona, Spain; Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food CEI UAM + CSIC, Madrid, Spain. 12. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University of Las Palmas de Gran Canaria, Research Institute of Biomedical and Health Sciences (IUIBS), Preventive Medicine Service, Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI), Canarian Health Service, Las Palmas, Spain. 13. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Department of Internal Medicine, IDIBAPS, Hospital Clinic, University of Barcelona, Barcelona, Spain. 14. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Regional University Hospital of Malaga, Department of Internal Medicine, El Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain. 15. 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. 16. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Lipid and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-Idibell, Universidad de Barcelona, Hospitalet de Llobregat, Barcelona, Spain. 17. 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, IUNICS-University of the Balearic ISlands, IDISBA & CIBEROBN, Palma de Mallorca, Spain. 18. 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. 19. Department of Preventive Medicine, University of Granada, Granada, Spain; Department of Nursing, Instituto de Investigación Biosanitaria Granada (IBIS.Granada), Faculty of Health Sciences, University of Granada (UGR), Granada, Spain. 20. 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. 21. Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain. 22. Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food CEI UAM + CSIC, Madrid, Spain. 23. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Centro de Salud Joaquin Elizalde. Logroño. La Rioja. España. - Agencia de Investigación de Semergen. 24. CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Department of Endocrinology, IDIBAPS, Hospital Clínic, University of Barcelona, Barcelona, Spain. 25. 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. 26. 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, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain. 27. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University of Navarra, Department of Preventive Medicine and Public Health, IdiSNA, Pamplona, Spain; Atención Primaria, Servicio Navarro de Salud, Pamplona, Spain. 28. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University of Navarra, Department of Nutrition, Food Science and Physiology, IDISNA, Pamplona, Spain. 29. 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 Málaga (IBIMA), University of Málaga, Málaga, Spain. 30. Lipid and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-Idibell, Universidad de Barcelona, Hospitalet de Llobregat, Barcelona, Spain. 31. University of Navarra, Department of Preventive Medicine and Public Health, IdiSNA, Pamplona, Spain. 32. Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology. Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), Palma de Mallorca, Spain. 33. Centro Salud Cabo Huertas, Spain. 34. Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University of Navarra, Department of Preventive Medicine and Public Health, IdiSNA, Pamplona, Spain. 35. Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició, Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, Reus, Spain; Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; University Hospital of Sant Joan de Reus, Nutrition Unit, Reus, Spain. Electronic address: jordi.salas@urv.cat.
Abstract
BACKGROUND AND AIMS: Total fruit consumption is important for cardiovascular disease prevention, but also the variety and form in which is consumed. The aim of the study was to assess the associations between total fruit, subgroups of fruits based on their color and fruit juices consumption with different cardiometabolic parameters. METHODS AND RESULTS: A total of 6633 elderly participants (aged 55-75 years) with metabolic syndrome from the PREDIMED-Plus study were included in this analysis. Fruit and fruit juice consumption was assessed using a food frequency questionnaire. Linear regression models were fitted to evaluate the association between exposure variables (total fruit, subgroups based on the color, and fruit juices) and different cardiometabolic risk factors. Individuals in the highest category of total fruit consumption (≥3 servings/d) had lower waist circumference (WC) (β = -1.04 cm; 95%CI:-1.81, -0.26), fasting glucose levels (β = -2.41 mg/dL; 95%CI(-4.19, -0.63) and LDL-cholesterol (β = -4.11 mg/dL; 95%CI:-6.93, -1.36), but, unexpectedly, higher systolic blood pressure (BP) (β = 1.84 mmHg; 95%CI: 0.37, 3.30) and diastolic BP (β = 1.69 mmHg; 95%CI:0.83, 2.56) when compared to those in the lowest category of consumption (<1 servings/d). Participants consuming ≥1 serving/day of total fruit juice had lower WC (β = -0.92 cm; 95%CI:-1.56, -0.27) and glucose levels (β = -1.59 mg/dL; 95%CI:-2.95, -0.23) than those consuming <1 serving/month. The associations with cardiometabolic risk factors differed according to the color of fruits. CONCLUSION: Fruit consumption is associated with several cardiometabolic risk factors in Mediterranean elders with metabolic syndrome. The associations regarding BP levels could be attributed, at least partially, to reverse causality bias inherent to the cross-sectional design of the study.
BACKGROUND AND AIMS: Total fruit consumption is important for cardiovascular disease prevention, but also the variety and form in which is consumed. The aim of the study was to assess the associations between total fruit, subgroups of fruits based on their color and fruit juices consumption with different cardiometabolic parameters. METHODS AND RESULTS: A total of 6633 elderly participants (aged 55-75 years) with metabolic syndrome from the PREDIMED-Plus study were included in this analysis. Fruit and fruit juice consumption was assessed using a food frequency questionnaire. Linear regression models were fitted to evaluate the association between exposure variables (total fruit, subgroups based on the color, and fruit juices) and different cardiometabolic risk factors. Individuals in the highest category of total fruit consumption (≥3 servings/d) had lower waist circumference (WC) (β = -1.04 cm; 95%CI:-1.81, -0.26), fasting glucose levels (β = -2.41 mg/dL; 95%CI(-4.19, -0.63) and LDL-cholesterol (β = -4.11 mg/dL; 95%CI:-6.93, -1.36), but, unexpectedly, higher systolic blood pressure (BP) (β = 1.84 mmHg; 95%CI: 0.37, 3.30) and diastolic BP (β = 1.69 mmHg; 95%CI:0.83, 2.56) when compared to those in the lowest category of consumption (<1 servings/d). Participants consuming ≥1 serving/day of total fruit juice had lower WC (β = -0.92 cm; 95%CI:-1.56, -0.27) and glucose levels (β = -1.59 mg/dL; 95%CI:-2.95, -0.23) than those consuming <1 serving/month. The associations with cardiometabolic risk factors differed according to the color of fruits. CONCLUSION: Fruit consumption is associated with several cardiometabolic risk factors in Mediterranean elders with metabolic syndrome. The associations regarding BP levels could be attributed, at least partially, to reverse causality bias inherent to the cross-sectional design of the study.
Authors: Leyre López-González; Nerea Becerra-Tomás; Nancy Babio; Miguel Ángel Martínez-González; Stephanie K Nishi; Dolores Corella; Albert Goday; Dora Romaguera; Jesús Vioque; Ángel M Alonso-Gómez; Julia Wärnberg; J Alfredo Martínez; Luís Serra-Majem; Ramon Estruch; M Rosa Bernal-López; José Lapetra; Xavier Pintó; Josep A Tur; José López-Miranda; Aurora Bueno-Cavanillas; Miguel Delgado-Rodríguez; Pilar Matía-Martín; Lidia Daimiel; Vicente Martín-Sánchez; Josep Vidal; Clotilde Vázquez; Emilio Ros; Zenaida Vázquez-Ruiz; Francisco M Martín-Luján; José V Sorlí; Olga Castañer; M Angeles Zulet; Lucas Tojal-Sierra; Rosa Carabaño-Moral; Josefa Román-Maciá; Elena Rayó; Antonio García-Ríos; Rosa Casas; Ana M Gómez-Pérez; José M Santos-Lozano; Pilar Buil-Cosiales; Eva M Asensio; Camille Lassale; Itziar Abete; Itziar Salaverria-Lete; Carmen Sayón-Orea; Helmut Schröder; Jordi Salas-Salvadó Journal: Eur J Clin Nutr Date: 2022-04-11 Impact factor: 4.884