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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...

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Autores principales: Hyppönen, Elina, Carslake, David, Berry, Diane J., Power, Chris, Smith, George Davey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
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.
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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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