Cargando…

Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank

The UK Biobank (UKB) has been used widely to examine associations between lifestyle risk factors and mortality outcomes. It is unknown whether the extremely low UKB response rate (5.5%) and lack of representativeness materially affects the magnitude and direction of effect estimates. METHODS: We use...

Descripción completa

Detalles Bibliográficos
Autores principales: Stamatakis, Emmanuel, Owen, Katherine B., Shepherd, Leah, Drayton, Bradley, Hamer, Mark, Bauman, Adrian E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850587/
https://www.ncbi.nlm.nih.gov/pubmed/33492009
http://dx.doi.org/10.1097/EDE.0000000000001316
_version_ 1783645469686104064
author Stamatakis, Emmanuel
Owen, Katherine B.
Shepherd, Leah
Drayton, Bradley
Hamer, Mark
Bauman, Adrian E.
author_facet Stamatakis, Emmanuel
Owen, Katherine B.
Shepherd, Leah
Drayton, Bradley
Hamer, Mark
Bauman, Adrian E.
author_sort Stamatakis, Emmanuel
collection PubMed
description The UK Biobank (UKB) has been used widely to examine associations between lifestyle risk factors and mortality outcomes. It is unknown whether the extremely low UKB response rate (5.5%) and lack of representativeness materially affects the magnitude and direction of effect estimates. METHODS: We used poststratification to match the UKB sample to the target population in terms of sociodemographic characteristics and prevalence of lifestyle risk factors (physical inactivity, alcohol intake, smoking, and poor diet). We compared unweighted and poststratified associations between each lifestyle risk factor and a lifestyle index score with all-cause, cardiovascular disease (CVD), and cancer mortality. We also calculated the unweighted to poststratified ratio of HR (RHR) and 95% confidence interval as a marker of effect-size difference. RESULTS: Of 371,974 UKB participants with no missing data, 302,009 had no history of CVD or cancer, corresponding to 3,298,958 person years of follow-up. Protective associations between alcohol use and CVD mortality observed in the unweighted UKB were substantially altered after poststratification, for example, from a hazard ratio (HR) of 0.63 (0.45–0.87) unweighted to 0.99 (0.65–1.50) poststratified for drinking ≥5 times/week versus never drinking. The magnitude of the poststratified all-cause mortality hazard ratio comparing least healthy with healthiest tertile of lifestyle risk factor index was 9% higher (95% confidence interval: 4%, 14%) than the unweighted estimates. CONCLUSIONS: Lack of representativeness may distort the associations of alcohol with CVD mortality, and may underestimate health hazards among those with cumulatively the least healthy lifestyles.
format Online
Article
Text
id pubmed-7850587
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-78505872021-02-02 Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank Stamatakis, Emmanuel Owen, Katherine B. Shepherd, Leah Drayton, Bradley Hamer, Mark Bauman, Adrian E. Epidemiology Original Article The UK Biobank (UKB) has been used widely to examine associations between lifestyle risk factors and mortality outcomes. It is unknown whether the extremely low UKB response rate (5.5%) and lack of representativeness materially affects the magnitude and direction of effect estimates. METHODS: We used poststratification to match the UKB sample to the target population in terms of sociodemographic characteristics and prevalence of lifestyle risk factors (physical inactivity, alcohol intake, smoking, and poor diet). We compared unweighted and poststratified associations between each lifestyle risk factor and a lifestyle index score with all-cause, cardiovascular disease (CVD), and cancer mortality. We also calculated the unweighted to poststratified ratio of HR (RHR) and 95% confidence interval as a marker of effect-size difference. RESULTS: Of 371,974 UKB participants with no missing data, 302,009 had no history of CVD or cancer, corresponding to 3,298,958 person years of follow-up. Protective associations between alcohol use and CVD mortality observed in the unweighted UKB were substantially altered after poststratification, for example, from a hazard ratio (HR) of 0.63 (0.45–0.87) unweighted to 0.99 (0.65–1.50) poststratified for drinking ≥5 times/week versus never drinking. The magnitude of the poststratified all-cause mortality hazard ratio comparing least healthy with healthiest tertile of lifestyle risk factor index was 9% higher (95% confidence interval: 4%, 14%) than the unweighted estimates. CONCLUSIONS: Lack of representativeness may distort the associations of alcohol with CVD mortality, and may underestimate health hazards among those with cumulatively the least healthy lifestyles. Lippincott Williams & Wilkins 2021-01-13 2021-03 /pmc/articles/PMC7850587/ /pubmed/33492009 http://dx.doi.org/10.1097/EDE.0000000000001316 Text en Copyright © 2021 The Author(s). Published by Wolters Kluwer Health, Inc. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Original Article
Stamatakis, Emmanuel
Owen, Katherine B.
Shepherd, Leah
Drayton, Bradley
Hamer, Mark
Bauman, Adrian E.
Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title_full Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title_fullStr Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title_full_unstemmed Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title_short Is Cohort Representativeness Passé? Poststratified Associations of Lifestyle Risk Factors with Mortality in the UK Biobank
title_sort is cohort representativeness passé? poststratified associations of lifestyle risk factors with mortality in the uk biobank
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850587/
https://www.ncbi.nlm.nih.gov/pubmed/33492009
http://dx.doi.org/10.1097/EDE.0000000000001316
work_keys_str_mv AT stamatakisemmanuel iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank
AT owenkatherineb iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank
AT shepherdleah iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank
AT draytonbradley iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank
AT hamermark iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank
AT baumanadriane iscohortrepresentativenesspassepoststratifiedassociationsoflifestyleriskfactorswithmortalityintheukbiobank