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Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970
BACKGROUND: Most studies on secular trends in body mass index (BMI) are cross-sectional and the few longitudinal studies have typically only investigated changes over time in mean BMI trajectories. We aimed to describe how the evolution of the obesity epidemic in Great Britain reflects shifts in the...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059270/ https://www.ncbi.nlm.nih.gov/pubmed/33879138 http://dx.doi.org/10.1186/s12916-021-01969-8 |
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author | Norris, T. Hamer, M. Hardy, R. Li, L. Ong, K. K. Ploubidis, G. B. Viner, R. Johnson, W. |
author_facet | Norris, T. Hamer, M. Hardy, R. Li, L. Ong, K. K. Ploubidis, G. B. Viner, R. Johnson, W. |
author_sort | Norris, T. |
collection | PubMed |
description | BACKGROUND: Most studies on secular trends in body mass index (BMI) are cross-sectional and the few longitudinal studies have typically only investigated changes over time in mean BMI trajectories. We aimed to describe how the evolution of the obesity epidemic in Great Britain reflects shifts in the proportion of the population demonstrating different latent patterns of childhood-to-adulthood BMI development. METHODS: We used pooled serial BMI data from 25,655 participants in three British cohorts: the 1946 National Survey of Health and Development (NSHD), 1958 National Child Development Study (NCDS), and 1970 British Cohort Study (BCS). Sex-specific growth mixture models captured latent patterns of BMI development between 11 and 42 years. The classes were characterised in terms of their birth cohort composition. RESULTS: The best models had four classes, broadly similar for both sexes. The ‘lowest’ class (57% of males; 47% of females) represents the normal weight sub-population, the ‘middle’ class (16%; 15%) represents the sub-population who likely develop overweight in early/mid-adulthood, and the ‘highest’ class (6%; 9%) represents those who likely develop obesity in early/mid-adulthood. The remaining class (21%; 29%) reflects a sub-population with rapidly ‘increasing’ BMI between 11 and 42 years. Both sexes in the 1958 NCDS had greater odds of being in the ‘highest’ class compared to their peers in the 1946 NSHD but did not have greater odds of being in the ‘increasing’ class. Conversely, males and females in the 1970 BCS had 2.78 (2.15, 3.60) and 1.87 (1.53, 2.28), respectively, times higher odds of being in the ‘increasing’ class. CONCLUSIONS: Our results suggest that the obesity epidemic in Great Britain reflects not only an upward shift in BMI trajectories but also a more recent increase in the number of individuals demonstrating more rapid weight gain, from normal weight to overweight, across the second, third, and fourth decades of life. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01969-8. |
format | Online Article Text |
id | pubmed-8059270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80592702021-04-21 Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 Norris, T. Hamer, M. Hardy, R. Li, L. Ong, K. K. Ploubidis, G. B. Viner, R. Johnson, W. BMC Med Research Article BACKGROUND: Most studies on secular trends in body mass index (BMI) are cross-sectional and the few longitudinal studies have typically only investigated changes over time in mean BMI trajectories. We aimed to describe how the evolution of the obesity epidemic in Great Britain reflects shifts in the proportion of the population demonstrating different latent patterns of childhood-to-adulthood BMI development. METHODS: We used pooled serial BMI data from 25,655 participants in three British cohorts: the 1946 National Survey of Health and Development (NSHD), 1958 National Child Development Study (NCDS), and 1970 British Cohort Study (BCS). Sex-specific growth mixture models captured latent patterns of BMI development between 11 and 42 years. The classes were characterised in terms of their birth cohort composition. RESULTS: The best models had four classes, broadly similar for both sexes. The ‘lowest’ class (57% of males; 47% of females) represents the normal weight sub-population, the ‘middle’ class (16%; 15%) represents the sub-population who likely develop overweight in early/mid-adulthood, and the ‘highest’ class (6%; 9%) represents those who likely develop obesity in early/mid-adulthood. The remaining class (21%; 29%) reflects a sub-population with rapidly ‘increasing’ BMI between 11 and 42 years. Both sexes in the 1958 NCDS had greater odds of being in the ‘highest’ class compared to their peers in the 1946 NSHD but did not have greater odds of being in the ‘increasing’ class. Conversely, males and females in the 1970 BCS had 2.78 (2.15, 3.60) and 1.87 (1.53, 2.28), respectively, times higher odds of being in the ‘increasing’ class. CONCLUSIONS: Our results suggest that the obesity epidemic in Great Britain reflects not only an upward shift in BMI trajectories but also a more recent increase in the number of individuals demonstrating more rapid weight gain, from normal weight to overweight, across the second, third, and fourth decades of life. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01969-8. BioMed Central 2021-04-21 /pmc/articles/PMC8059270/ /pubmed/33879138 http://dx.doi.org/10.1186/s12916-021-01969-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Norris, T. Hamer, M. Hardy, R. Li, L. Ong, K. K. Ploubidis, G. B. Viner, R. Johnson, W. Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title | Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title_full | Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title_fullStr | Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title_full_unstemmed | Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title_short | Changes over time in latent patterns of childhood-to-adulthood BMI development in Great Britain: evidence from three cohorts born in 1946, 1958, and 1970 |
title_sort | changes over time in latent patterns of childhood-to-adulthood bmi development in great britain: evidence from three cohorts born in 1946, 1958, and 1970 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059270/ https://www.ncbi.nlm.nih.gov/pubmed/33879138 http://dx.doi.org/10.1186/s12916-021-01969-8 |
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