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Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank
BACKGROUND: The evidence is equivocal on the association between meat consumption and ischemic heart disease (IHD) risk. To what extent the variation of individuals' metabolic responses to the same diet may account for this association is not fully understood. We aim to identify metabolomic sig...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122901/ https://www.ncbi.nlm.nih.gov/pubmed/36974753 http://dx.doi.org/10.1161/JAHA.122.027934 |
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author | Dong, Xue Zhuang, Zhenhuang Zhao, Yimin Song, Zimin Xiao, Wendi Wang, Wenxiu Li, Yueying Huang, Ninghao Jia, Jinzhu Liu, Zhonghua Qi, Lu Huang, Tao |
author_facet | Dong, Xue Zhuang, Zhenhuang Zhao, Yimin Song, Zimin Xiao, Wendi Wang, Wenxiu Li, Yueying Huang, Ninghao Jia, Jinzhu Liu, Zhonghua Qi, Lu Huang, Tao |
author_sort | Dong, Xue |
collection | PubMed |
description | BACKGROUND: The evidence is equivocal on the association between meat consumption and ischemic heart disease (IHD) risk. To what extent the variation of individuals' metabolic responses to the same diet may account for this association is not fully understood. We aim to identify metabolomic signatures characterizing consumption of unprocessed red meat and processed meat and whether such signatures are associated with IHD risk. METHODS AND RESULTS: We conducted a cohort study of 92 246 individuals (mean age, 56.1 years; 55.1% women) using the UK Biobank. During the median follow‐up of 8.74 years, 3059 incident IHD events were documented. Unprocessed red meat and processed meat consumption was assessed using a touchscreen dietary questionnaire. Plasma metabolome was profiled by high‐throughput nuclear magnetic resonance spectroscopy. Cox proportional hazards regression model was used to test the association of meat consumption with IHD. Genome‐wide association analysis and 1‐sample Mendelian randomization were performed for metabolomic signatures and causal association of signatures with IHD. Using elastic net regularized regressions, we constructed metabolomic signatures consisting of 157 and 142 metabolites for unprocessed red meat (Spearman correlation coefficient [r]=0.223) and processed meat (r=0.329), respectively. These signatures showed positive associations with incident IHD (red meat related signature: hazard ratio [HR] per SD increment=1.11 [95% CI, 1.06–1.16], P<0.001; processed meat related signature: HR, 1.16 [95% CI, 1.11–1.21], P<0.001). Genome‐wide association studies identified 45 and 4 loci, involved in lipid and lipoprotein metabolism, for red and processed meat related signatures. Mendelian randomization showed that there were casual associations of signatures with risk of incident IHD. CONCLUSIONS: We identify metabolomic signatures that reflect consumption of unprocessed red meat and processed meat, and these signatures are associated with an increased risk of IHD. |
format | Online Article Text |
id | pubmed-10122901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101229012023-04-24 Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank Dong, Xue Zhuang, Zhenhuang Zhao, Yimin Song, Zimin Xiao, Wendi Wang, Wenxiu Li, Yueying Huang, Ninghao Jia, Jinzhu Liu, Zhonghua Qi, Lu Huang, Tao J Am Heart Assoc Original Research BACKGROUND: The evidence is equivocal on the association between meat consumption and ischemic heart disease (IHD) risk. To what extent the variation of individuals' metabolic responses to the same diet may account for this association is not fully understood. We aim to identify metabolomic signatures characterizing consumption of unprocessed red meat and processed meat and whether such signatures are associated with IHD risk. METHODS AND RESULTS: We conducted a cohort study of 92 246 individuals (mean age, 56.1 years; 55.1% women) using the UK Biobank. During the median follow‐up of 8.74 years, 3059 incident IHD events were documented. Unprocessed red meat and processed meat consumption was assessed using a touchscreen dietary questionnaire. Plasma metabolome was profiled by high‐throughput nuclear magnetic resonance spectroscopy. Cox proportional hazards regression model was used to test the association of meat consumption with IHD. Genome‐wide association analysis and 1‐sample Mendelian randomization were performed for metabolomic signatures and causal association of signatures with IHD. Using elastic net regularized regressions, we constructed metabolomic signatures consisting of 157 and 142 metabolites for unprocessed red meat (Spearman correlation coefficient [r]=0.223) and processed meat (r=0.329), respectively. These signatures showed positive associations with incident IHD (red meat related signature: hazard ratio [HR] per SD increment=1.11 [95% CI, 1.06–1.16], P<0.001; processed meat related signature: HR, 1.16 [95% CI, 1.11–1.21], P<0.001). Genome‐wide association studies identified 45 and 4 loci, involved in lipid and lipoprotein metabolism, for red and processed meat related signatures. Mendelian randomization showed that there were casual associations of signatures with risk of incident IHD. CONCLUSIONS: We identify metabolomic signatures that reflect consumption of unprocessed red meat and processed meat, and these signatures are associated with an increased risk of IHD. John Wiley and Sons Inc. 2023-03-28 /pmc/articles/PMC10122901/ /pubmed/36974753 http://dx.doi.org/10.1161/JAHA.122.027934 Text en © 2023 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Dong, Xue Zhuang, Zhenhuang Zhao, Yimin Song, Zimin Xiao, Wendi Wang, Wenxiu Li, Yueying Huang, Ninghao Jia, Jinzhu Liu, Zhonghua Qi, Lu Huang, Tao Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title | Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title_full | Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title_fullStr | Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title_full_unstemmed | Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title_short | Unprocessed Red Meat and Processed Meat Consumption, Plasma Metabolome, and Risk of Ischemic Heart Disease: A Prospective Cohort Study of UK Biobank |
title_sort | unprocessed red meat and processed meat consumption, plasma metabolome, and risk of ischemic heart disease: a prospective cohort study of uk biobank |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122901/ https://www.ncbi.nlm.nih.gov/pubmed/36974753 http://dx.doi.org/10.1161/JAHA.122.027934 |
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