Carbohydrate quality changes and concurrent changes in cardiovascular risk factors: a longitudinal analysis in the PREDIMED-Plus randomized trial

Author:

Martínez-González Miguel A123,Fernandez-Lazaro Cesar I2,Toledo Estefanía12,Díaz-López Andrés145,Corella Dolores16,Goday Albert17,Romaguera Dora18,Vioque Jesús910,Alonso-Gómez Ángel M111,Wärnberg Julia112,Martínez J Alfredo11314,Serra-Majem Luís115,Estruch Ramon116,Tinahones Francisco J117,Lapetra José118,Pintó Xavier119,Tur Josep A1820,López-Miranda José121,Cano-Ibáñez Naomi922,Delgado-Rodríguez Miguel923,Matía-Martín Pilar24,Daimiel Lidia14,Sánchez Vicente Martín725,Vidal Josep2627,Vázquez Clotilde128,Ros Emilio129,Buil-Cosiales Pilar1230,Portoles Olga16,Soria-Florido María731,Konieczna Jadwiga18,Navarrete-Muñoz Eva M910,Tojal-Sierra Lucas111,Fernández-García José C117,Abete Itziar113,Henríquez-Sánchez Patricia115,Muñoz-Garach Araceli117,Santos-Lozano José M118,Corbella Emili119,Bibiloni Maria del Mar1820,Becerra-Tomás Nerea145,Barragán Rocío16,Castañer Olga17,Fiol Miquel18,García de la Hera Manoli910,Belló-Mora María C111,Gea Alfredo2,Babio Nancy145,Fitó Montse17,Ruiz-Canela Miguel12,Zazpe Itziar1232,Salas-Salvadó Jordi14533

Affiliation:

1. Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición, Institute of Health Carlos III, Madrid, Spain

2. University of Navarra, Department of Preventive Medicine and Public Health, School of Medicine, IdiSNA, Pamplona, Spain

3. Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA

4. Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Reus, Spain

5. Institut d'Investigació Sanitària Pere Virgili, Reus, Spain

6. Department of Preventive Medicine, University of Valencia, Valencia, Spain

7. Unit of Cardiovascular Risk and Nutrition, Institut Hospital del Mar de Investigaciones Médicas Municipal d'Investigació Médica, Barcelona, Spain

8. Health Research Institute of the Balearic Islands (IdISBa), Palma de Mallorca, Spain

9. CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain

10. Miguel Hernandez University, ISABIAL-FISABIO, Alicante, Spain

11. Bioaraba Health Research Institute, Osakidetza Basque Health Service, Araba University Hospital, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain

12. Department of Nursing, School of Health Sciences, University of Málaga Institute of Biomedical Research in Málaga (IBIMA), Málaga, Spain

13. Department of Nutrition, Food Sciences, and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, Spain

14. Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain

15. Nutrition Research Group, Research Institute of Biomedical and Health Sciences, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

16. Department of Internal Medicine, Institut d'Investigacions Biomédiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain

17. Virgen de la Victoria Hospital, Department of Endocrinology, IBIMA, University of Málaga, Málaga, Spain

18. Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, Sevilla, Spain

19. Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge-IDIBELL, Hospitalet de Llobregat, Barcelona Spain

20. Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands, Palma de Mallorca, Spain

21. Department of Internal Medicine, Maimonides Biomedical Research Institute of Cordoba, Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain

22. Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain

23. Division of Preventive Medicine, University of Jaén, Jaén, Spain

24. Department of Endocrinology and Nutrition, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Madrid, Spain

25. Institute of Biomedicine, University of León, León, Spain

26. CIBER Diabetes y Enfermedades Metabólicas, Instituto de Salud Carlos III (ISCIII), Madrid, Spain

27. Department of Endocrinology, IDIBAPS, Hospital Clinic, University of Barcelona, Barcelona, Spain

28. Department of Endocrinology and Nutrition, Hospital Fundación Jiménez Díaz, Instituto de Investigaciones Biomédicas IISFJD, University Autonoma, Madrid, Spain

29. Lipid Clinic, Department of Endocrinology and Nutrition, IDIBAPS, Hospital Clínic, Barcelona, Spain

30. Atención Primaria, Servicio Navarro de Salud, Pamplona, Navarra, Spain

31. Department of Nutrition, Food Sciences and Gastronomy, University of Barcelona, Barcelona, Spain

32. Department of Nutrition and Food Sciences and Physiology, School of Pharmacy and Nutrition, University of Navarra

33. University Hospital of Sant Joan de Reus, Nutrition Unit, Reus, Spain

Abstract

ABSTRACT Background Overall quality of dietary carbohydrate intake rather than total carbohydrate intake may determine the risk of cardiovascular disease (CVD). Objective We examined 6- and 12-mo changes in carbohydrate quality index (CQI) and concurrent changes in several CVD risk factors in a multicenter, randomized, primary-prevention trial (PREDIMED-Plus) based on an intensive weight-loss lifestyle intervention program. Methods Prospective analysis of 5373 overweight/obese Spanish adults (aged 55–75 y) with metabolic syndrome (MetS). Dietary intake information obtained from a validated 143-item semiquantitative food-frequency questionnaire was used to calculate 6- and 12-mo changes in CQI (categorized in quintiles), based on 4 criteria (total dietary fiber intake, glycemic index, whole grain/total grain ratio, and solid carbohydrate/total carbohydrate ratio). The outcomes were changes in intermediate markers of CVD. Results During the 12-mo follow-up, the majority of participants improved their CQI by increasing their consumption of fruits, vegetables, legumes, fish, and nuts and decreasing their consumption of refined cereals, added sugars, and sugar-sweetened beverages. After 6 mo, body weight, waist circumference (WC), systolic and diastolic blood pressure (BP), fasting blood glucose, glycated hemoglobin (HbA1c), triglyceride levels, triglycerides and glucose (TyG) index, and TyG-WC decreased across successive quintiles of improvement in the CQI. After 12 mo, improvements were additionally observed for HDL cholesterol and for the ratio of total to HDL cholesterol. Favorable improvements (expressed in common units of SD and 95% CI) for quintile 5 compared with quintile 1 of CQI change were observed for most risk factors, including TyG-WC (SD −0.20; 95% CI −0.26, −0.15), HbA1c (SD −0.16; 95% CI −0.23, −0.10), weight (SD −0.12; 95% CI −0.14, −0.09), systolic BP (SD −0.11; 95% CI −0.19, −0.02) and diastolic BP (SD −0.11; 95% CI −0.19, −0.04). Conclusions Improvements in CQI were strongly associated with concurrent favorable CVD risk factor changes maintained over time in overweight/obese adults with MetS. This trial was registered as ISRCTN 89898870.

Funder

European Research Council

CIBER

CIBER de Fisiopatología de la Obesidad y Nutrición

Instituto de Salud Carlos III

Fondo de Investigación en Salud

European Regional Development Fund

Implementación y evaluación de una intervención intensiva sobre la actividad física Cohorte

Consejería de Salud de la Junta de Andalucía

Publisher

Oxford University Press (OUP)

Subject

Nutrition and Dietetics,Medicine (miscellaneous)

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