TY - JOUR
T1 - Addition of Social Determinants of Health to Coronary Heart Disease Risk Prediction
T2 - The Multi-Ethnic Study of Atherosclerosis
AU - Murphy, Brittany Saldivar
AU - Nam, Yunbi
AU - McClelland, Robyn L.
AU - Acquah, Isaac
AU - Cainzos-Achirica, Miguel
AU - Nasir, Khurram
AU - Post, Wendy S.
AU - Aldrich, Melinda C.
AU - Defilippis, Andrew P.
N1 - Publisher Copyright:
© 2024 The Author(s).
PY - 2024/7/16
Y1 - 2024/7/16
N2 - BACKGROUND: Social determinants of health (SDoH) are associated with cardiovascular risk factors and outcomes; however, they are absent from risk prediction models. We aimed to assess if the addition of SDoH improves the predictive ability of the MESA (Multi-Ethnic Study of Atherosclerosis) Risk Score.METHODS AND RESULTS: This was a community-based prospective population cohort study that enrolled 6286 men and women, ages 45-84 years, who were free of clinical coronary heart disease (CHD) at baseline. Data from 10-year follow-up were examined for CHD events, defined as myocardial infarction, fatal CHD, resuscitated cardiac arrest, and revascularization in cases of anginal symptoms. Participants included 53% women with average age of 62 years. When adjusting for traditional cardiovascular risk factors, SDoH, and coronary artery calcium, economic strain, specifically low family income, was associated with a greater risk of CHD events (hazard ratio [HR], 1.42 [95% CI, 1.17-1.71],
P value<0.001). Area under the curve of risk prediction with SDoH was 0.822, compared with 0.816 without SDoH. The calibration slope was 0.860 with SDoH and 0.878 in the original model.
CONCLUSIONS: Significant associations were found between economic/financial SDoH and CHD risk factors and outcomes. Incorporation of SDoH into the MESA Risk Score did not improve predictive ability of the model. Our findings do not support the incorporation of SDoH into current risk prediction algorithms.
AB - BACKGROUND: Social determinants of health (SDoH) are associated with cardiovascular risk factors and outcomes; however, they are absent from risk prediction models. We aimed to assess if the addition of SDoH improves the predictive ability of the MESA (Multi-Ethnic Study of Atherosclerosis) Risk Score.METHODS AND RESULTS: This was a community-based prospective population cohort study that enrolled 6286 men and women, ages 45-84 years, who were free of clinical coronary heart disease (CHD) at baseline. Data from 10-year follow-up were examined for CHD events, defined as myocardial infarction, fatal CHD, resuscitated cardiac arrest, and revascularization in cases of anginal symptoms. Participants included 53% women with average age of 62 years. When adjusting for traditional cardiovascular risk factors, SDoH, and coronary artery calcium, economic strain, specifically low family income, was associated with a greater risk of CHD events (hazard ratio [HR], 1.42 [95% CI, 1.17-1.71],
P value<0.001). Area under the curve of risk prediction with SDoH was 0.822, compared with 0.816 without SDoH. The calibration slope was 0.860 with SDoH and 0.878 in the original model.
CONCLUSIONS: Significant associations were found between economic/financial SDoH and CHD risk factors and outcomes. Incorporation of SDoH into the MESA Risk Score did not improve predictive ability of the model. Our findings do not support the incorporation of SDoH into current risk prediction algorithms.
KW - coronary disease
KW - risk
KW - social determinants
KW - Predictive Value of Tests
KW - Prospective Studies
KW - Prognosis
KW - Risk Assessment
KW - Humans
KW - Middle Aged
KW - Risk Factors
KW - Male
KW - Ethnicity/statistics & numerical data
KW - United States/epidemiology
KW - Aged, 80 and over
KW - Coronary Disease/ethnology
KW - Female
KW - Aged
KW - Heart Disease Risk Factors
KW - Social Determinants of Health/ethnology
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UR - http://www.scopus.com/inward/citedby.url?scp=85199125335&partnerID=8YFLogxK
U2 - 10.1161/JAHA.123.033651
DO - 10.1161/JAHA.123.033651
M3 - Article
C2 - 38979824
AN - SCOPUS:85199125335
SN - 2047-9980
VL - 13
SP - e033651
JO - Journal of the American Heart Association
JF - Journal of the American Heart Association
IS - 14
M1 - e033651
ER -