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Development of a measure of dietary quality for the UK Biobank

BACKGROUND: Previous studies of the UK Biobank have examined intake of single food items and their association with health outcomes. Our aim was to develop a dietary quality score and examine the relationship between this score and markers of cardiometabolic health. METHODS: Principal component anal...

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Autores principales: Montague, Chloe, D’Angelo, Stefania, Harvey, Nicholas, Vogel, Christina, Baird, Janis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687865/
https://www.ncbi.nlm.nih.gov/pubmed/37385972
http://dx.doi.org/10.1093/pubmed/fdad103
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author Montague, Chloe
D’Angelo, Stefania
Harvey, Nicholas
Vogel, Christina
Baird, Janis
author_facet Montague, Chloe
D’Angelo, Stefania
Harvey, Nicholas
Vogel, Christina
Baird, Janis
author_sort Montague, Chloe
collection PubMed
description BACKGROUND: Previous studies of the UK Biobank have examined intake of single food items and their association with health outcomes. Our aim was to develop a dietary quality score and examine the relationship between this score and markers of cardiometabolic health. METHODS: Principal component analysis was performed on dietary data from UK Biobank participants. Linear regression was used to analyse the relationship between diet and cardiometabolic health. RESULTS: The first component explained 14% of the variation in the dietary data. It was characterised by high consumption of meat and low fibre carbohydrates, and a low intake of fruit and vegetables. A higher score, indicative of healthier diet, was associated with lower systolic and diastolic blood pressure (β −0.81, 95% CI −1.0, −0.62; β − .61, 95% CI −0.72, −0.5) and a healthier lipid profile (lower levels of cholesterol β −0.05, 95% CI −0.06, −0.04, triglycerides β −0.05, 95% CI −0.06, −0.03, and higher HDL cholesterol β 0.01, 95% CI 0, 0.01). CONCLUSIONS: The dietary quality score was a good approximation of overall dietary quality. An unhealthy diet was associated with markers of poorer cardiometabolic health.
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spelling pubmed-106878652023-11-30 Development of a measure of dietary quality for the UK Biobank Montague, Chloe D’Angelo, Stefania Harvey, Nicholas Vogel, Christina Baird, Janis J Public Health (Oxf) Original Article BACKGROUND: Previous studies of the UK Biobank have examined intake of single food items and their association with health outcomes. Our aim was to develop a dietary quality score and examine the relationship between this score and markers of cardiometabolic health. METHODS: Principal component analysis was performed on dietary data from UK Biobank participants. Linear regression was used to analyse the relationship between diet and cardiometabolic health. RESULTS: The first component explained 14% of the variation in the dietary data. It was characterised by high consumption of meat and low fibre carbohydrates, and a low intake of fruit and vegetables. A higher score, indicative of healthier diet, was associated with lower systolic and diastolic blood pressure (β −0.81, 95% CI −1.0, −0.62; β − .61, 95% CI −0.72, −0.5) and a healthier lipid profile (lower levels of cholesterol β −0.05, 95% CI −0.06, −0.04, triglycerides β −0.05, 95% CI −0.06, −0.03, and higher HDL cholesterol β 0.01, 95% CI 0, 0.01). CONCLUSIONS: The dietary quality score was a good approximation of overall dietary quality. An unhealthy diet was associated with markers of poorer cardiometabolic health. Oxford University Press 2023-06-29 /pmc/articles/PMC10687865/ /pubmed/37385972 http://dx.doi.org/10.1093/pubmed/fdad103 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Faculty of Public Health. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Montague, Chloe
D’Angelo, Stefania
Harvey, Nicholas
Vogel, Christina
Baird, Janis
Development of a measure of dietary quality for the UK Biobank
title Development of a measure of dietary quality for the UK Biobank
title_full Development of a measure of dietary quality for the UK Biobank
title_fullStr Development of a measure of dietary quality for the UK Biobank
title_full_unstemmed Development of a measure of dietary quality for the UK Biobank
title_short Development of a measure of dietary quality for the UK Biobank
title_sort development of a measure of dietary quality for the uk biobank
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687865/
https://www.ncbi.nlm.nih.gov/pubmed/37385972
http://dx.doi.org/10.1093/pubmed/fdad103
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