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Independent and joint effects of body mass index and metabolic health in mid- and late-life on all-cause mortality: a cohort study from the Swedish Twin Registry with a mean follow-up of 13 Years
Jönköping University, School of Health and Welfare, HHJ. ARN-J (Aging Research Network - Jönköping). Jönköping University, School of Health and Welfare, The Jönköping Academy for Improvement of Health and Welfare.ORCID iD: 0000-0002-4845-1180
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Department of Psychology and Centre for Ageing and Health, University of Gothenburg, Gothenburg, Sweden.
Department of Psychology, University of California - Riverside, Riverside, CA, USA.
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2022 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 22, no 1, article id 718Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: There is robust evidence that in midlife, higher body mass index (BMI) and metabolic syndrome (MetS), which often co-exist, are associated with increased mortality risk. However, late-life findings are inconclusive, and few studies have examined how metabolic health status (MHS) affects the BMI-mortality association in different age categories. We, therefore, aimed to investigate how mid- and late-life BMI and MHS interact to affect the risk of mortality. METHODS: This cohort study included 12,467 participants from the Swedish Twin Registry, with height, weight, and MHS measures from 1958-2008 and mortality data linked through 2020. We applied Cox proportional hazard regression with age as a timescale to examine how BMI categories (normal weight, overweight, obesity) and MHS (identification of MetS determined by presence/absence of hypertension, hyperglycemia, low HDL, hypertriglyceridemia), independently and in interaction, are associated with the risk of all-cause mortality. Models were adjusted for sex, education, smoking, and cardiovascular disease. RESULTS: The midlife group included 6,252 participants with a mean age of 59.6 years (range = 44.9-65.0) and 44.1% women. The late-life group included 6,215 participants with mean age 73.1 years (65.1-95.3) and 46.6% women. In independent effect models, metabolically unhealthy status in midlife increased mortality risks by 31% [hazard ratio 1.31; 95% confidence interval 1.12-1.53] and in late-life, by 18% (1.18;1.10-1.26) relative to metabolically healthy individuals. Midlife obesity increased the mortality risks by 30% (1.30;1.06-1.60) and late-life obesity by 15% (1.15; 1.04-1.27) relative to normal weight. In joint models, the BMI estimates were attenuated while those of MHS were less affected. Models including BMI-MHS categories revealed that, compared to metabolically healthy normal weight, the metabolically unhealthy obesity group had increased mortality risks by 53% (1.53;1.19-1.96) in midlife, and across all BMI categories in late-life (normal weight 1.12; 1.01-1.25, overweight 1.10;1.01-1.21, obesity 1.31;1.15-1.49). Mortality risk was decreased by 9% (0.91; 0.83-0.99) among those with metabolically healthy overweight in late-life. CONCLUSIONS: MHS strongly influenced the BMI-mortality association, such that individuals who were metabolically healthy with overweight or obesity in mid- or late-life did not carry excess risks of mortality. Being metabolically unhealthy had a higher risk of mortality independent of their BMI. 

Place, publisher, year, edition, pages
Springer, 2022. Vol. 22, no 1, article id 718
Keywords [en]
Body weight, Metabolic syndrome, Metabolically benign obesity, Metabolically healthy obesity, Mortality, Obesity, adult, aged, body mass, cohort analysis, complication, female, follow up, human, male, metabolic syndrome X, middle aged, register, risk factor, Sweden, Body Mass Index, Cohort Studies, Follow-Up Studies, Humans, Overweight, Registries, Risk Factors
National Category
Geriatrics
Identifiers
URN: urn:nbn:se:hj:diva-56270DOI: 10.1186/s12889-022-13082-3ISI: 000780938900003PubMedID: 35410261Scopus ID: 2-s2.0-85128008833Local ID: GOA;intsam;808345OAI: oai:DiVA.org:hj-56270DiVA, id: diva2:1653894
Funder
Swedish Research Council, 2016-03081Forte, Swedish Research Council for Health, Working Life and Welfare, 2018-01201NIH (National Institute of Health), AG060470European Commission, 2017-00,641Available from: 2022-04-25 Created: 2022-04-25 Last updated: 2023-08-28Bibliographically approved

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Ler, PeggyFinkel, DeborahKarlsson, Ida K.Dahl Aslan, Anna K.

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HHJ. ARN-J (Aging Research Network - Jönköping)The Jönköping Academy for Improvement of Health and WelfareHHJ, Institute of Gerontology
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