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Adam TC, Drummen M, Macdonald I, Jalo E, Siig-Vestentoft P, Martinez JA, Handjiev-Darlenska T, Brand-Miller J, Poppitt S, Stratton G, Fogelholm M, Pietiläinen KH, Taylor M, Navas-Carretero S, Winkens B, Handjiev S, Muirhead R, Silvestre M, Swindell N, Huttunen-Lenz M, Schlicht W, Lam T, Sundvall J, Råman L, Feskens E, Larssen TM, Tremblay A, Raben A, Westerterp-Plantenga M. Association of Psychobehavioral Variables With HOMA-IR and BMI Differs for Men and Women With Prediabetes in the PREVIEW Lifestyle Intervention. Diabetes Care 2021; 44:1491-1498. [PMID: 34088702 DOI: 10.2337/dc21-0059] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 04/22/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Stress, sleep, eating behavior, and physical activity are associated with weight change and insulin resistance (IR). The aim of this analysis was the assessment of the overall and sex-specific associations of psychobehavioral variables throughout the 3-year PREVIEW intervention using the homeostatic model assessment of IR (HOMA-IR), BMI, and length of time in the study. RESEARCH DESIGN AND METHODS Associations of psychobehavioral variables, including stress, mood, eating behavior, physical activity (PA), and sleep, with BMI, HOMA-IR, and time spent in the study were assessed in 2,184 participants with prediabetes and overweight/obesity (n = 706 men; n = 1,478 women) during a 3-year lifestyle intervention using linear mixed modeling and general linear modeling. The study was a randomized multicenter trial using a 2 × 2 diet-by-PA design. RESULTS Overall, cognitive restraint and PA increased during the intervention compared with baseline, whereas BMI, HOMA-IR, disinhibition, hunger, and sleepiness decreased (all P < 0.05). Cognitive restraint and PA were negatively, whereas disinhibition, hunger, stress, and total mood disturbance were positively, associated with both BMI and HOMA-IR. Sleep duration, low sleep quality, total mood disturbance, disinhibition, and hunger scores were positively associated with HOMA-IR for men only. Participants who dropped out at 6 months had higher stress and total mood disturbance scores at baseline and throughout their time spent in the study compared with study completers. CONCLUSIONS Eating behavior and PA, control of stress, mood disturbance, and sleep characteristics were associated with BMI, HOMA-IR, and time spent in the study, with different effects in men and women during the PREVIEW lifestyle intervention study.
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Affiliation(s)
- Tanja C Adam
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Mathijs Drummen
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Ian Macdonald
- Medical Research Council/Arthritis Research UK (ARUK) Centre for Musculoskeletal Ageing Research, ARUK Centre for Sport, Exercise and Osteoarthritis, University of Nottingham, Nottingham, U.K.,National Institute for Health Research Nottingham Biomedical Research Centre, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen's Medical Centre, Nottingham, U.K
| | - Elli Jalo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Pia Siig-Vestentoft
- Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - J Alfredo Martinez
- Centre for Nutrition Research, University of Navarra, Pamplona, Spain.,Centro de Investigacion Biomedica en Red Area de Fisiologia de la Obesidad y la Nutricion, Madrid, Spain.,IdisNA Instituto for Health Research, Pamplona, Spain.,Precision Nutrition and Cardiometabolic Health Program, IMDEA Food Institute, Madrid Institute for Advanced Studies, Campus of International Excellence Universidad Autonoma de Madrid and Spanish National Research Council, Madrid, Spain
| | | | - Jennie Brand-Miller
- School of Life and Environmental Sciences and Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Sally Poppitt
- Human Nutrition Unit, School of Biological Sciences, Department of Medicine, University of Auckland, Auckland, New Zealand
| | - Gareth Stratton
- Applied Sports Technology, Exercise and Medicine Research Centre, College of Engineering, Swansea University, Swansea, U.K
| | - Mikael Fogelholm
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Kirsi H Pietiläinen
- Obesity Research Unit, Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Obesity Center, Abdominal Center, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Moira Taylor
- Medical Research Council/Arthritis Research UK (ARUK) Centre for Musculoskeletal Ageing Research, ARUK Centre for Sport, Exercise and Osteoarthritis, University of Nottingham, Nottingham, U.K.,National Institute for Health Research Nottingham Biomedical Research Centre, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen's Medical Centre, Nottingham, U.K
| | - Santiago Navas-Carretero
- Centre for Nutrition Research, University of Navarra, Pamplona, Spain.,Centro de Investigacion Biomedica en Red Area de Fisiologia de la Obesidad y la Nutricion, Madrid, Spain.,IdisNA Instituto for Health Research, Pamplona, Spain
| | - Bjorn Winkens
- Department of Methodology and Statistics, Care and Public Health Research Institute, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Svetoslav Handjiev
- Department of Pharmacology and Toxicology, Medical University of Sofia, Sofia, Bulgaria
| | - Roslyn Muirhead
- School of Life and Environmental Sciences and Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Marta Silvestre
- Human Nutrition Unit, School of Biological Sciences, Department of Medicine, University of Auckland, Auckland, New Zealand.,Centro de Investigação em Tecnologias e Serviços de Saúde, NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
| | - Nils Swindell
- Applied Sports Technology, Exercise and Medicine Research Centre, College of Engineering, Swansea University, Swansea, U.K
| | - Maija Huttunen-Lenz
- Exercise and Health Sciences, University of Stuttgart, Stuttgart, Germany.,Institute of Nursing Science, University of Education Schwäbisch Gmünd, Schwäbisch Gmünd, Germany
| | - Wolfgang Schlicht
- Exercise and Health Sciences, University of Stuttgart, Stuttgart, Germany
| | | | - Jouko Sundvall
- Biochemistry Laboratory, Forensic Toxicology Unit, Department of Government Services, National Institute for Health and Welfare, Helsinki, Finland
| | - Laura Råman
- Biochemistry Laboratory, Forensic Toxicology Unit, Department of Government Services, National Institute for Health and Welfare, Helsinki, Finland
| | - Edith Feskens
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, the Netherlands
| | - Thomas-Meinert Larssen
- Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Angelo Tremblay
- Department of Kinesiology, Laval University, Quebec City, Canada
| | - Anne Raben
- Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark.,Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Margriet Westerterp-Plantenga
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
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Raben A, Vestentoft PS, Brand‐Miller J, Jalo E, Drummen M, Simpson L, Martinez JA, Handjieva‐Darlenska T, Stratton G, Huttunen‐Lenz M, Lam T, Sundvall J, Muirhead R, Poppitt S, Ritz C, Pietiläinen KH, Westerterp‐Plantenga M, Taylor MA, Navas‐Carretero S, Handjiev S, McNarry MA, Hansen S, Råman L, Brodie S, Silvestre MP, Adam TC, Macdonald IA, San‐Cristobal R, Boyadjieva N, Mackintosh KA, Schlicht W, Liu A, Larsen TM, Fogelholm M. The PREVIEW intervention study: Results from a 3-year randomized 2 x 2 factorial multinational trial investigating the role of protein, glycaemic index and physical activity for prevention of type 2 diabetes. Diabetes Obes Metab 2021; 23:324-337. [PMID: 33026154 PMCID: PMC8120810 DOI: 10.1111/dom.14219] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 09/16/2020] [Accepted: 10/02/2020] [Indexed: 12/22/2022]
Abstract
AIM To compare the impact of two long-term weight-maintenance diets, a high protein (HP) and low glycaemic index (GI) diet versus a moderate protein (MP) and moderate GI diet, combined with either high intensity (HI) or moderate intensity physical activity (PA), on the incidence of type 2 diabetes (T2D) after rapid weight loss. MATERIALS AND METHODS A 3-year multicentre randomized trial in eight countries using a 2 x 2 diet-by-PA factorial design was conducted. Eight-week weight reduction was followed by a 3-year randomized weight-maintenance phase. In total, 2326 adults (age 25-70 years, body mass index ≥ 25 kg/m2 ) with prediabetes were enrolled. The primary endpoint was 3-year incidence of T2D analysed by diet treatment. Secondary outcomes included glucose, insulin, HbA1c and body weight. RESULTS The total number of T2D cases was 62 and the cumulative incidence rate was 3.1%, with no significant differences between the two diets, PA or their combination. T2D incidence was similar across intervention centres, irrespective of attrition. Significantly fewer participants achieved normoglycaemia in the HP compared with the MP group (P < .0001). At 3 years, normoglycaemia was lowest in HP-HI (11.9%) compared with the other three groups (20.0%-21.0%, P < .05). There were no group differences in body weight change (-11% after 8-week weight reduction; -5% after 3-year weight maintenance) or in other secondary outcomes. CONCLUSIONS Three-year incidence of T2D was much lower than predicted and did not differ between diets, PA or their combination. Maintaining the target intakes of protein and GI over 3 years was difficult, but the overall protocol combining weight loss, healthy eating and PA was successful in markedly reducing the risk of T2D. This is an important clinically relevant outcome.
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Affiliation(s)
- Anne Raben
- Department of Nutrition, Exercise and Sports, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Pia Siig Vestentoft
- Department of Nutrition, Exercise and Sports, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Jennie Brand‐Miller
- School of Life and Environmental Sciences and Charles Perkins CentreThe University of SydneySydneyNew South WalesAustralia
| | - Elli Jalo
- Department of Food and NutritionUniversity of HelsinkiHelsinkiFinland
| | - Mathjis Drummen
- Department of Nutrition and Movement Sciences, NUTRIM, School of Nutrition and Translational Research in MetabolismMaastricht UniversityMaastrichtthe Netherlands
| | - Liz Simpson
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen's Medical CentreMRC/ARUK Centre for Musculoskeletal Ageing Research, ARUK Centre for Sport, Exercise and Osteoarthritis, National Institute for Health Research (NIHR) Nottingham Biomedical Research CentreNottinghamUK
| | - J. Alfredo Martinez
- Centre for Nutrition ResearchUniversity of NavarraPamplonaSpain
- Centro de Investigacion Biomedica en Red Area de Fisiologia de la Obesidad y la Nutricion (CIBEROBN)MadridSpain
- IdisNA Instituto for Health ResearchPamplonaSpain
- Precision Nutrition and Cardiometabolic Health Program. IMDEA‐Food Institute (Madrid Institute for Advanced Studies), CEI UAM + CSICMadridSpain
| | | | - Gareth Stratton
- College of EngineeringApplied Sports, Technology, Exercise and Medicine (A‐STEM) Research CentreSwanseaUK
| | - Maija Huttunen‐Lenz
- Exercise and Health SciencesUniversity of StuttgartStuttgartGermany
- Institute of Nursing ScienceUniversity of Education Schwäbisch GmündSchwäbisch GmündGermany
| | - Tony Lam
- NetUnion sarlLausanneSwitzerland
| | - Jouko Sundvall
- Department of Government Services, Forensic Toxicology Unit, Biochemistry LaboratoryNational Institute for Health and WelfareHelsinkiFinland
| | - Roslyn Muirhead
- School of Life and Environmental Sciences and Charles Perkins CentreThe University of SydneySydneyNew South WalesAustralia
| | - Sally Poppitt
- Human Nutrition Unit, School of Biological Sciences, Department of MedicineUniversity of AucklandAucklandNew Zealand
| | - Christian Ritz
- Department of Nutrition, Exercise and Sports, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Kirsi H. Pietiläinen
- Obesity Research Unit, Research Program for Clinical and Molecular Metabolism, Faculty of MedicineUniversity of Helsinki and Obesity Centre, Endocrinology, Abdominal Center, Helsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Margriet Westerterp‐Plantenga
- Department of Nutrition and Movement Sciences, NUTRIM, School of Nutrition and Translational Research in MetabolismMaastricht UniversityMaastrichtthe Netherlands
| | - Moira A. Taylor
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen's Medical CentreNational Institute for Health Research (NIHR) Nottingham Biomedical Research CentreNottinghamUK
| | - Santiago Navas‐Carretero
- Centre for Nutrition ResearchUniversity of NavarraPamplonaSpain
- Centro de Investigacion Biomedica en Red Area de Fisiologia de la Obesidad y la Nutricion (CIBEROBN)MadridSpain
- IdisNA Instituto for Health ResearchPamplonaSpain
| | - Svetoslav Handjiev
- Department of Pharmacology and ToxicologyMedical University of SofiaSofiaBulgaria
| | - Melitta A. McNarry
- College of EngineeringApplied Sports, Technology, Exercise and Medicine (A‐STEM) Research CentreSwanseaUK
| | - Sylvia Hansen
- Exercise and Health SciencesUniversity of StuttgartStuttgartGermany
| | - Laura Råman
- Department of Government Services, Forensic Toxicology Unit, Biochemistry LaboratoryNational Institute for Health and WelfareHelsinkiFinland
| | - Shannon Brodie
- School of Life and Environmental Sciences and Charles Perkins CentreThe University of SydneySydneyNew South WalesAustralia
| | - Marta P. Silvestre
- Human Nutrition Unit, School of Biological Sciences, Department of MedicineUniversity of AucklandAucklandNew Zealand
- CINTESIS ‐ Centro de Investigação em Tecnologias e Serviços de Saúde NOVA Medical SchoolNOVA University of LisbonLisbonPortugal
| | - Tanja C. Adam
- Department of Nutrition and Movement Sciences, NUTRIM, School of Nutrition and Translational Research in MetabolismMaastricht UniversityMaastrichtthe Netherlands
| | - Ian A. Macdonald
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen's Medical CentreMRC/ARUK Centre for Musculoskeletal Ageing Research, ARUK Centre for Sport, Exercise and Osteoarthritis, National Institute for Health Research (NIHR) Nottingham Biomedical Research CentreNottinghamUK
| | - Rodrigo San‐Cristobal
- Centre for Nutrition ResearchUniversity of NavarraPamplonaSpain
- Precision Nutrition and Cardiometabolic Health Program. IMDEA‐Food Institute (Madrid Institute for Advanced Studies), CEI UAM + CSICMadridSpain
| | - Nadka Boyadjieva
- Department of Pharmacology and ToxicologyMedical University of SofiaSofiaBulgaria
| | - Kelly A. Mackintosh
- College of EngineeringApplied Sports, Technology, Exercise and Medicine (A‐STEM) Research CentreSwanseaUK
| | | | - Amy Liu
- Human Nutrition Unit, School of Biological Sciences, Department of MedicineUniversity of AucklandAucklandNew Zealand
| | - Thomas M. Larsen
- Department of Nutrition, Exercise and Sports, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Mikael Fogelholm
- Department of Food and NutritionUniversity of HelsinkiHelsinkiFinland
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