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Updated: Dec 12, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Race/ethnicity, neighborhood socioeconomic status and cardio-metabolic risk
Sharon Stein Merkin1, Arun Karlamangla1, Ana Diez Roux2
1Division of Geriatrics, Geffen School of Medicine at UCLA, 10945 Le Conte Avenue, Suite 2339, Los Angeles, CA, 90095-1687, USA.
Objective:
To determine the association between neighborhood socioeconomic status (NSES) and cardio-metabolic risk and whether this relationship differs by race/ethnicity.
Methods:
Participants in the Multi-Ethnic Study of Atherosclerosis (n = 5750), ages 45-84 years, from 6 US counties, including 5 examinations from 2000 to 2012. We calculated a modified allostatic load (AL) index, indicating cardio-metabolic risk. NSES score included census-derived measures at census tract of residence. Mixed effects growth curve models were used to assess linear and non-linear associations between NSES and AL at baseline and over time.
Results:
Higher NSES was associated with lower AL across race/ethnic groups; considering NSES quintiles, significant associations were found only for the highest NSES quintiles (difference of -0.86 and -1.15 for white and Hispanic participants) vs. the lowest. We found no significant association between NSES and change in AL over time.
Discussion:
Our findings suggest that the relationship between NSES and AL reflects the health benefits of living in the most advantaged neighborhoods.
Public Health Implications:
Understanding the impact of higher NSES on health effects may help identify interventions to effectively target high risk neighborhoods.
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