TY - JOUR
T1 - Metabolomic Analysis of Coronary Heart Disease in an African American Cohort from the Jackson Heart Study
AU - Cruz, Daniel E.
AU - Tahir, Usman A.
AU - Hu, Jie
AU - Ngo, Debby
AU - Chen, Zsu Zsu
AU - Robbins, Jeremy M.
AU - Katz, Daniel
AU - Balasubramanian, Raji
AU - Peterson, Bennet
AU - Deng, Shuliang
AU - Benson, Mark D.
AU - Shi, Xu
AU - Dailey, Lucas
AU - Gao, Yan
AU - Correa, Adolfo
AU - Wang, Thomas J.
AU - Clish, Clary B.
AU - Rexrode, Kathryn M.
AU - Wilson, James G.
AU - Gerszten, Robert E.
N1 - Funding Information:
supported by grant TR002542 from the National Center for Advancing Translational Sciences (NCATS), National Institutes of Health/NCATS (Dr Cruz); grant F32HL150992 from the Ruth L. Kirchstein postdoctoral individual National Research Award (Dr Tahir); grants NHLBI K23 HL150327-01A1 (Dr Robbins) and NHLBI K08HL145095 (Dr Benson) from the National Heart, Lung, and Blood Institute (NHLBI); and grant R01 DK081572 from the National Institutes of Health (NIH) (Drs Gerszten, Wang, and Wilson). The Jackson Heart Study was supported by grant HHSN268201800013I (in collaboration with Jackson State University), HHSN268201800014I (in collaboration with Tougaloo College), HHSN268201800015I and HHSN26800001 (in collaboration with the Mississippi State Department of Health), and HHSN268201800010I, HHSN268201800011I, and HHSN268201800012I (in collaboration with the University of Mississippi Medical Center) from the US Department of Health and Human Services (HHS); grants HSN268201800010I and HHSN268201800011I from the NHLBI; and grants HHSN268201800012I, HHSN268201800013I, HHSN268201800014I, and HHSN268201800015I from the National Institute for Minority Health and Health Disparities. The Women’s Health Initiative was supported by grants HHSN268201300008C, HHSN268201600018C, HHSN268201600001C, HHSN268201600002C, HHSN268201600003C, and HHSN268201600004C from the HHS.
Funding Information:
reported receiving grants from Amgen and personal fees from Boehringer Ingelheim outside the submitted work. Dr Wang reported being named as a coinventor on other patent applications related to biomarkers of heart failure and other diseases, but none related to metabolomic markers of coronary heart disease. No other disclosures were reported.
Publisher Copyright:
© 2022 American Medical Association. All rights reserved.
PY - 2022/2
Y1 - 2022/2
N2 - Importance: African American individuals have disproportionate rates of coronary heart disease (CHD) but lower levels of coronary artery calcium (CAC), a marker of subclinical CHD, than non-Hispanic White individuals. African American individuals may have distinct metabolite profiles associated with incident CHD risk compared with non-Hispanic White individuals, and examination of these differences could highlight important processes that differ between them. Objectives: To identify novel biomarkers of incident CHD and CAC among African American individuals and to replicate incident CHD findings in a multiethnic cohort. Design, Setting, and Participants: This analysis targeted plasma metabolomic profiling of 2346 participants in the Jackson Heart Study (JHS), a prospective population-based cohort study that included 5306 African American participants who were examined at baseline (2000-2004) and 2 follow-up visits. Replication of CHD-associated metabolites was sought among 1588 multiethnic participants from the Women's Health Initiative (WHI), a prospective population-based multiethnic cohort study of 161808 postmenopausal women who were examined at baseline (1991-1995) and ongoing follow-up visits. Regression analyses were performed for each metabolite to examine the associations with incident CHD and CAC scores. Data were collected from the WHI between 1994 and 2009 and from the JHS between 2000 and 2015. All data were analyzed from November 2020 to August 2021. Exposures: Plasma metabolites. Main Outcomes and Measures: Incident CHD was defined as definite or probable myocardial infarction or definite fatal CHD in both the JHS and WHI cohorts. In the JHS cohort, silent myocardial infarction between examinations (as determined by electrocardiography) and coronary revascularization were included in the incident CHD analysis. Coronary artery calcium was measured using a 16-channel computed tomographic system and reported as an Agatston score. Results: Among 2346 African American individuals in the JHS cohort, the mean (SD) age was 56 (13) years, and 1468 individuals (62.6%) were female. Among 1588 postmenopausal women in the WHI cohort, the mean (SD) age was 67 (7) years; 217 individuals (13.7%) self-identified as African American, 1219 (76.8%) as non-Hispanic White, and 152 (9.6%) as other races or ethnicities. In the fully adjusted model including 1876 individuals, 46 of 303 targeted metabolites were associated with incident CHD (false discovery rate q <0.100). Data for 32 of the 46 metabolites were available in the WHI cohort, and 13 incident CHD-associated metabolites from the JHS cohort were replicated in the WHI cohort. A total of 1439 participants from the JHS cohort with available CAC scores received metabolomic profiling. Nine metabolites were associated with CAC scores. Minimal overlap was found between the results from the incident CHD and CAC analyses, with only 3 metabolites shared between the 2 analyses. Conclusions and Relevance: This cohort study identified metabolites that were associated with incident CHD among African American individuals, including 13 incident CHD-associated metabolites that were replicated in a multiethnic population and 9 novel metabolites that included N-acylamides, leucine, and lipid species. These findings may help to elucidate common and distinct metabolic processes that may be associated with CHD among individuals with different self-identified race.
AB - Importance: African American individuals have disproportionate rates of coronary heart disease (CHD) but lower levels of coronary artery calcium (CAC), a marker of subclinical CHD, than non-Hispanic White individuals. African American individuals may have distinct metabolite profiles associated with incident CHD risk compared with non-Hispanic White individuals, and examination of these differences could highlight important processes that differ between them. Objectives: To identify novel biomarkers of incident CHD and CAC among African American individuals and to replicate incident CHD findings in a multiethnic cohort. Design, Setting, and Participants: This analysis targeted plasma metabolomic profiling of 2346 participants in the Jackson Heart Study (JHS), a prospective population-based cohort study that included 5306 African American participants who were examined at baseline (2000-2004) and 2 follow-up visits. Replication of CHD-associated metabolites was sought among 1588 multiethnic participants from the Women's Health Initiative (WHI), a prospective population-based multiethnic cohort study of 161808 postmenopausal women who were examined at baseline (1991-1995) and ongoing follow-up visits. Regression analyses were performed for each metabolite to examine the associations with incident CHD and CAC scores. Data were collected from the WHI between 1994 and 2009 and from the JHS between 2000 and 2015. All data were analyzed from November 2020 to August 2021. Exposures: Plasma metabolites. Main Outcomes and Measures: Incident CHD was defined as definite or probable myocardial infarction or definite fatal CHD in both the JHS and WHI cohorts. In the JHS cohort, silent myocardial infarction between examinations (as determined by electrocardiography) and coronary revascularization were included in the incident CHD analysis. Coronary artery calcium was measured using a 16-channel computed tomographic system and reported as an Agatston score. Results: Among 2346 African American individuals in the JHS cohort, the mean (SD) age was 56 (13) years, and 1468 individuals (62.6%) were female. Among 1588 postmenopausal women in the WHI cohort, the mean (SD) age was 67 (7) years; 217 individuals (13.7%) self-identified as African American, 1219 (76.8%) as non-Hispanic White, and 152 (9.6%) as other races or ethnicities. In the fully adjusted model including 1876 individuals, 46 of 303 targeted metabolites were associated with incident CHD (false discovery rate q <0.100). Data for 32 of the 46 metabolites were available in the WHI cohort, and 13 incident CHD-associated metabolites from the JHS cohort were replicated in the WHI cohort. A total of 1439 participants from the JHS cohort with available CAC scores received metabolomic profiling. Nine metabolites were associated with CAC scores. Minimal overlap was found between the results from the incident CHD and CAC analyses, with only 3 metabolites shared between the 2 analyses. Conclusions and Relevance: This cohort study identified metabolites that were associated with incident CHD among African American individuals, including 13 incident CHD-associated metabolites that were replicated in a multiethnic population and 9 novel metabolites that included N-acylamides, leucine, and lipid species. These findings may help to elucidate common and distinct metabolic processes that may be associated with CHD among individuals with different self-identified race.
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U2 - 10.1001/jamacardio.2021.4925
DO - 10.1001/jamacardio.2021.4925
M3 - Article
C2 - 34851361
AN - SCOPUS:85120736192
SN - 2380-6583
VL - 7
SP - 184
EP - 194
JO - JAMA Cardiology
JF - JAMA Cardiology
IS - 2
ER -