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Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable
OBJECTIVE: High body mass index (BMI) is an important predictor of mortality but estimating underlying causality is hampered by confounding and pre-existing disease. Here we use information from the offspring to approximate parental BMIs, with an aim to avoid biased estimation of mortality risk caus...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612209/ https://www.ncbi.nlm.nih.gov/pubmed/34497352 http://dx.doi.org/10.1038/s41366-021-00962-8 |
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author | Hyppönen, Elina Carslake, David Berry, Diane J. Power, Chris Smith, George Davey |
author_facet | Hyppönen, Elina Carslake, David Berry, Diane J. Power, Chris Smith, George Davey |
author_sort | Hyppönen, Elina |
collection | PubMed |
description | OBJECTIVE: High body mass index (BMI) is an important predictor of mortality but estimating underlying causality is hampered by confounding and pre-existing disease. Here we use information from the offspring to approximate parental BMIs, with an aim to avoid biased estimation of mortality risk caused by reverse causality. METHODS: The analyses were based on information on 9 674 offspring-mother, and 9 096 offspring-father pairs obtained from the 1958 British birth cohort. Parental BMI - mortality associations were analysed using conventional methods, and using offspring BMI as a proxy, or instrument, for their parents’ BMI. RESULTS: In the conventional analysis, associations between parental BMI and all-cause mortality were U-shaped (P(curvature) <0.001), while offspring BMI had linear associations with parental mortality (P(trend)<0.001, P(curvature)>0.46). Curvature was particularly pronounced for mortality from respiratory diseases and from lung cancer. Instrumental variable analyses suggested a positive association between BMI and mortality from all causes [Mothers: HR per SD of BMI 1.43 (95% CI 1.21 to 1.69). Fathers: HR 1.17, (1.00 to 1.36)] and from coronary heart disease [Mothers: HR 1.65 (1.15 to 2.36). Fathers: HR 1.51, (1.17 to 1.97)]. These were larger than HR from the equivalent conventional analyses, despite some attenuation by adjustment for social indicators and smoking. CONCLUSIONS: Analyses using offspring BMI as a proxy for parental BMI suggest that the apparent adverse consequences of low BMI are considerably overestimated and adverse consequences of overweight are underestimated in conventional epidemiological studies. |
format | Online Article Text |
id | pubmed-7612209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-76122092022-03-08 Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable Hyppönen, Elina Carslake, David Berry, Diane J. Power, Chris Smith, George Davey Int J Obes (Lond) Article OBJECTIVE: High body mass index (BMI) is an important predictor of mortality but estimating underlying causality is hampered by confounding and pre-existing disease. Here we use information from the offspring to approximate parental BMIs, with an aim to avoid biased estimation of mortality risk caused by reverse causality. METHODS: The analyses were based on information on 9 674 offspring-mother, and 9 096 offspring-father pairs obtained from the 1958 British birth cohort. Parental BMI - mortality associations were analysed using conventional methods, and using offspring BMI as a proxy, or instrument, for their parents’ BMI. RESULTS: In the conventional analysis, associations between parental BMI and all-cause mortality were U-shaped (P(curvature) <0.001), while offspring BMI had linear associations with parental mortality (P(trend)<0.001, P(curvature)>0.46). Curvature was particularly pronounced for mortality from respiratory diseases and from lung cancer. Instrumental variable analyses suggested a positive association between BMI and mortality from all causes [Mothers: HR per SD of BMI 1.43 (95% CI 1.21 to 1.69). Fathers: HR 1.17, (1.00 to 1.36)] and from coronary heart disease [Mothers: HR 1.65 (1.15 to 2.36). Fathers: HR 1.51, (1.17 to 1.97)]. These were larger than HR from the equivalent conventional analyses, despite some attenuation by adjustment for social indicators and smoking. CONCLUSIONS: Analyses using offspring BMI as a proxy for parental BMI suggest that the apparent adverse consequences of low BMI are considerably overestimated and adverse consequences of overweight are underestimated in conventional epidemiological studies. 2022-01-01 2021-09-08 /pmc/articles/PMC7612209/ /pubmed/34497352 http://dx.doi.org/10.1038/s41366-021-00962-8 Text en https://www.springernature.com/gp/open-research/policies/accepted-manuscript-termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Hyppönen, Elina Carslake, David Berry, Diane J. Power, Chris Smith, George Davey Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title | Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title_full | Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title_fullStr | Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title_full_unstemmed | Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title_short | Estimating the influence of body mass index (BMI) on mortality using offspring BMI as an instrumental variable |
title_sort | estimating the influence of body mass index (bmi) on mortality using offspring bmi as an instrumental variable |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612209/ https://www.ncbi.nlm.nih.gov/pubmed/34497352 http://dx.doi.org/10.1038/s41366-021-00962-8 |
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