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Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts
Racial differences in metabolomic profiles may reflect underlying differences in social determinants of health by self-reported race and may be related to racial disparities in coronary heart disease (CHD) among women in the United States. However, the magnitude of differences in metabolomic profile...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473718/ https://www.ncbi.nlm.nih.gov/pubmed/36052690 http://dx.doi.org/10.1161/CIRCRESAHA.121.320134 |
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author | Hu, Jie Yao, Jie Deng, Shuliang Balasubramanian, Raji Jiménez, Monik C. Li, Jun Guo, Xiuqing Cruz, Daniel E. Gao, Yan Huang, Tianyi Zeleznik, Oana A. Ngo, Debby Liu, Simin Rosal, Milagros C. Nassir, Rami Paynter, Nina P. Albert, Christine M. Tracy, Russell P. Durda, Peter Liu, Yongmei Taylor, Kent D. Johnson, W. Craig Sun, Qi Rimm, Eric B. Eliassen, A. Heather Rich, Stephen S. Rotter, Jerome I. Gerszten, Robert E. Clish, Clary B. Rexrode, Kathryn M. |
author_facet | Hu, Jie Yao, Jie Deng, Shuliang Balasubramanian, Raji Jiménez, Monik C. Li, Jun Guo, Xiuqing Cruz, Daniel E. Gao, Yan Huang, Tianyi Zeleznik, Oana A. Ngo, Debby Liu, Simin Rosal, Milagros C. Nassir, Rami Paynter, Nina P. Albert, Christine M. Tracy, Russell P. Durda, Peter Liu, Yongmei Taylor, Kent D. Johnson, W. Craig Sun, Qi Rimm, Eric B. Eliassen, A. Heather Rich, Stephen S. Rotter, Jerome I. Gerszten, Robert E. Clish, Clary B. Rexrode, Kathryn M. |
author_sort | Hu, Jie |
collection | PubMed |
description | Racial differences in metabolomic profiles may reflect underlying differences in social determinants of health by self-reported race and may be related to racial disparities in coronary heart disease (CHD) among women in the United States. However, the magnitude of differences in metabolomic profiles between Black and White women in the United States has not been well-described. It also remains unknown whether such differences are related to differences in CHD risk. METHODS: Plasma metabolomic profiles were analyzed using liquid chromatography-tandem mass spectrometry in the WHI-OS (Women’s Health Initiative-Observational Study; 138 Black and 696 White women), WHI-HT trials (WHI-Hormone Therapy; 156 Black and 1138 White women), MESA (Multi-Ethnic Study of Atherosclerosis; 114 Black and 219 White women), JHS (Jackson Heart Study; 1465 Black women with 107 incident CHD cases), and NHS (Nurses’ Health Study; 2506 White women with 136 incident CHD cases). First, linear regression models were used to estimate associations between self-reported race and 472 metabolites in WHI-OS (discovery); findings were replicated in WHI-HT and validated in MESA. Second, we used elastic net regression to construct a racial difference metabolomic pattern (RDMP) representing differences in the metabolomic patterns between Black and White women in the WHI-OS; the RDMP was validated in the WHI-HT and MESA. Third, using conditional logistic regressions in the WHI (717 CHD cases and 719 matched controls), we examined associations of metabolites with large differences in levels by race and the RDMP with risk of CHD, and the results were replicated in Black women from the JHS and White women from the NHS. RESULTS: Of the 472 tested metabolites, levels of 259 (54.9%) metabolites, mostly lipid metabolites and amino acids, significantly differed between Black and White women in both WHI-OS and WHI-HT after adjusting for baseline characteristics, socioeconomic status, lifestyle factors, baseline health conditions, and medication use (false discovery rate <0.05); similar trends were observed in MESA. The RDMP, composed of 152 metabolites, was identified in the WHI-OS and showed significantly different distributions between Black and White women in the WHI-HT and MESA. Higher RDMP quartiles were associated with an increased risk of incident CHD (odds ratio=1.51 [0.97–2.37] for the highest quartile comparing to the lowest; P(trend)=0.02), independent of self-reported race and known CHD risk factors. In race-stratified analyses, the RDMP-CHD associations were more pronounced in White women. Similar patterns were observed in Black women from the JHS and White women from the NHS. CONCLUSIONS: Metabolomic profiles significantly and substantially differ between Black and White women and may be associated with CHD risk and racial disparities in US women. |
format | Online Article Text |
id | pubmed-9473718 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-94737182022-09-21 Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts Hu, Jie Yao, Jie Deng, Shuliang Balasubramanian, Raji Jiménez, Monik C. Li, Jun Guo, Xiuqing Cruz, Daniel E. Gao, Yan Huang, Tianyi Zeleznik, Oana A. Ngo, Debby Liu, Simin Rosal, Milagros C. Nassir, Rami Paynter, Nina P. Albert, Christine M. Tracy, Russell P. Durda, Peter Liu, Yongmei Taylor, Kent D. Johnson, W. Craig Sun, Qi Rimm, Eric B. Eliassen, A. Heather Rich, Stephen S. Rotter, Jerome I. Gerszten, Robert E. Clish, Clary B. Rexrode, Kathryn M. Circ Res Original Research Racial differences in metabolomic profiles may reflect underlying differences in social determinants of health by self-reported race and may be related to racial disparities in coronary heart disease (CHD) among women in the United States. However, the magnitude of differences in metabolomic profiles between Black and White women in the United States has not been well-described. It also remains unknown whether such differences are related to differences in CHD risk. METHODS: Plasma metabolomic profiles were analyzed using liquid chromatography-tandem mass spectrometry in the WHI-OS (Women’s Health Initiative-Observational Study; 138 Black and 696 White women), WHI-HT trials (WHI-Hormone Therapy; 156 Black and 1138 White women), MESA (Multi-Ethnic Study of Atherosclerosis; 114 Black and 219 White women), JHS (Jackson Heart Study; 1465 Black women with 107 incident CHD cases), and NHS (Nurses’ Health Study; 2506 White women with 136 incident CHD cases). First, linear regression models were used to estimate associations between self-reported race and 472 metabolites in WHI-OS (discovery); findings were replicated in WHI-HT and validated in MESA. Second, we used elastic net regression to construct a racial difference metabolomic pattern (RDMP) representing differences in the metabolomic patterns between Black and White women in the WHI-OS; the RDMP was validated in the WHI-HT and MESA. Third, using conditional logistic regressions in the WHI (717 CHD cases and 719 matched controls), we examined associations of metabolites with large differences in levels by race and the RDMP with risk of CHD, and the results were replicated in Black women from the JHS and White women from the NHS. RESULTS: Of the 472 tested metabolites, levels of 259 (54.9%) metabolites, mostly lipid metabolites and amino acids, significantly differed between Black and White women in both WHI-OS and WHI-HT after adjusting for baseline characteristics, socioeconomic status, lifestyle factors, baseline health conditions, and medication use (false discovery rate <0.05); similar trends were observed in MESA. The RDMP, composed of 152 metabolites, was identified in the WHI-OS and showed significantly different distributions between Black and White women in the WHI-HT and MESA. Higher RDMP quartiles were associated with an increased risk of incident CHD (odds ratio=1.51 [0.97–2.37] for the highest quartile comparing to the lowest; P(trend)=0.02), independent of self-reported race and known CHD risk factors. In race-stratified analyses, the RDMP-CHD associations were more pronounced in White women. Similar patterns were observed in Black women from the JHS and White women from the NHS. CONCLUSIONS: Metabolomic profiles significantly and substantially differ between Black and White women and may be associated with CHD risk and racial disparities in US women. Lippincott Williams & Wilkins 2022-09-02 2022-09-16 /pmc/articles/PMC9473718/ /pubmed/36052690 http://dx.doi.org/10.1161/CIRCRESAHA.121.320134 Text en © 2022 The Authors. https://creativecommons.org/licenses/by-nc-nd/4.0/Circulation Research is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited, the use is noncommercial, and no modifications or adaptations are made. |
spellingShingle | Original Research Hu, Jie Yao, Jie Deng, Shuliang Balasubramanian, Raji Jiménez, Monik C. Li, Jun Guo, Xiuqing Cruz, Daniel E. Gao, Yan Huang, Tianyi Zeleznik, Oana A. Ngo, Debby Liu, Simin Rosal, Milagros C. Nassir, Rami Paynter, Nina P. Albert, Christine M. Tracy, Russell P. Durda, Peter Liu, Yongmei Taylor, Kent D. Johnson, W. Craig Sun, Qi Rimm, Eric B. Eliassen, A. Heather Rich, Stephen S. Rotter, Jerome I. Gerszten, Robert E. Clish, Clary B. Rexrode, Kathryn M. Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title | Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title_full | Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title_fullStr | Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title_full_unstemmed | Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title_short | Differences in Metabolomic Profiles Between Black and White Women and Risk of Coronary Heart Disease: an Observational Study of Women From Four US Cohorts |
title_sort | differences in metabolomic profiles between black and white women and risk of coronary heart disease: an observational study of women from four us cohorts |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473718/ https://www.ncbi.nlm.nih.gov/pubmed/36052690 http://dx.doi.org/10.1161/CIRCRESAHA.121.320134 |
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