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Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up
BACKGROUND: Promoting positive changes in lifestyle behavior in the whole population may be a feasible and effective approach to reducing type 2 diabetes burden, but the impact of population shifts of modifiable risk factors remains unclear. Currently most of the evidence on modifiable lifestyle beh...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371247/ https://www.ncbi.nlm.nih.gov/pubmed/28351358 http://dx.doi.org/10.1186/s12966-017-0489-8 |
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author | Feldman, Adina L. Long, Gráinne H. Johansson, Ingegerd Weinehall, Lars Fhärm, Eva Wennberg, Patrik Norberg, Margareta Griffin, Simon J. Rolandsson, Olov |
author_facet | Feldman, Adina L. Long, Gráinne H. Johansson, Ingegerd Weinehall, Lars Fhärm, Eva Wennberg, Patrik Norberg, Margareta Griffin, Simon J. Rolandsson, Olov |
author_sort | Feldman, Adina L. |
collection | PubMed |
description | BACKGROUND: Promoting positive changes in lifestyle behavior in the whole population may be a feasible and effective approach to reducing type 2 diabetes burden, but the impact of population shifts of modifiable risk factors remains unclear. Currently most of the evidence on modifiable lifestyle behavior and type 2 diabetes risk on a population level comes from studies of between-individual differences. The objective of the study was to investigate the association and potential impact on disease burden for within-individual change in lifestyle behavior and diabetes risk. METHODS: Population-based prospective cohort study of 35,680 participants aged 30–50 at baseline in 1990–2003 in Västerbotten County, Sweden (follow-up until 2013). Five self-reported modifiable lifestyle behaviors (tobacco use, physical activity, alcohol intake, dietary fiber intake and dietary fat intake) were measured at baseline and 10 year follow-up. Lifestyle behaviors were studied separately, and combined in a score. Incident diabetes was detected by oral glucose tolerance tests. Multivariate logistic regression models and population attributable fractions (PAF) were used to analyze the association between change in lifestyle behavior between baseline and 10 year follow-up, and risk of incident diabetes. RESULTS: Incident diabetes was detected in 1,184 (3.3%) participants at 10 year follow-up. There was a reduced diabetes risk associated with increase in dietary fiber intake, odds ratio (OR) 0.79 (95% confidence interval (CI) 0.66, 0.96) for increase of at least one unit standard deviation (3.0 g/1,000 kcal) of the baseline distribution, PAF 16.0% (95% CI 4.2, 26.4%). Increase in the lifestyle behavior score was associated with reduced diabetes risk, OR 0.92 (95% CI 0.85, 0.99) per unit increase of the score. CONCLUSIONS: These results support a causal link between lifestyle behavior and type 2 diabetes incidence. A small shift in lifestyle behaviors, in particular intake of dietary fiber, has the potential to reduce diabetes burden in the population and might be a suitable target for public health intervention. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12966-017-0489-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5371247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53712472017-03-30 Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up Feldman, Adina L. Long, Gráinne H. Johansson, Ingegerd Weinehall, Lars Fhärm, Eva Wennberg, Patrik Norberg, Margareta Griffin, Simon J. Rolandsson, Olov Int J Behav Nutr Phys Act Research BACKGROUND: Promoting positive changes in lifestyle behavior in the whole population may be a feasible and effective approach to reducing type 2 diabetes burden, but the impact of population shifts of modifiable risk factors remains unclear. Currently most of the evidence on modifiable lifestyle behavior and type 2 diabetes risk on a population level comes from studies of between-individual differences. The objective of the study was to investigate the association and potential impact on disease burden for within-individual change in lifestyle behavior and diabetes risk. METHODS: Population-based prospective cohort study of 35,680 participants aged 30–50 at baseline in 1990–2003 in Västerbotten County, Sweden (follow-up until 2013). Five self-reported modifiable lifestyle behaviors (tobacco use, physical activity, alcohol intake, dietary fiber intake and dietary fat intake) were measured at baseline and 10 year follow-up. Lifestyle behaviors were studied separately, and combined in a score. Incident diabetes was detected by oral glucose tolerance tests. Multivariate logistic regression models and population attributable fractions (PAF) were used to analyze the association between change in lifestyle behavior between baseline and 10 year follow-up, and risk of incident diabetes. RESULTS: Incident diabetes was detected in 1,184 (3.3%) participants at 10 year follow-up. There was a reduced diabetes risk associated with increase in dietary fiber intake, odds ratio (OR) 0.79 (95% confidence interval (CI) 0.66, 0.96) for increase of at least one unit standard deviation (3.0 g/1,000 kcal) of the baseline distribution, PAF 16.0% (95% CI 4.2, 26.4%). Increase in the lifestyle behavior score was associated with reduced diabetes risk, OR 0.92 (95% CI 0.85, 0.99) per unit increase of the score. CONCLUSIONS: These results support a causal link between lifestyle behavior and type 2 diabetes incidence. A small shift in lifestyle behaviors, in particular intake of dietary fiber, has the potential to reduce diabetes burden in the population and might be a suitable target for public health intervention. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12966-017-0489-8) contains supplementary material, which is available to authorized users. BioMed Central 2017-03-29 /pmc/articles/PMC5371247/ /pubmed/28351358 http://dx.doi.org/10.1186/s12966-017-0489-8 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Feldman, Adina L. Long, Gráinne H. Johansson, Ingegerd Weinehall, Lars Fhärm, Eva Wennberg, Patrik Norberg, Margareta Griffin, Simon J. Rolandsson, Olov Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title | Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title_full | Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title_fullStr | Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title_full_unstemmed | Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title_short | Change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
title_sort | change in lifestyle behaviors and diabetes risk: evidence from a population-based cohort study with 10 year follow-up |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371247/ https://www.ncbi.nlm.nih.gov/pubmed/28351358 http://dx.doi.org/10.1186/s12966-017-0489-8 |
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