Association between socioeconomic variables and carotid plaque in middle-aged adults: data from the Akershus Cardiac Examination (ACE) 1950 Study

Background Low socioeconomic status (SES) is linked to increased cardiovascular risk, but its association with carotid atherosclerosis in the general population is less well studied. We examined associations between individual-level and area-level SES and carotid plaque burden and explored potential sex differences. Methods In this cross-sectional analysis from the Akershus Cardiac Examination 1950 Study, individual-level SES was defined by educational attainment, and area-level SES by urban versus rural residence and median household income of municipality. Carotid ultrasound was used to quantify plaque burden with a plaque score (0–3 per segment; maximum 24), where >3 indicates elevated cardiovascular risk. Associations between SES and plaque score were estimated using Poisson regression in crude and adjusted models. Results We included 3673 participants (48.8% women; mean age 63.9 years). The prevalence of elevated plaque score (>3) was 23.3% in tertiary, 28.2% in secondary and 31.4% in primary education groups (p for trend <0.001). Women and men with primary education had 32% and 24% higher plaque scores than those with tertiary education (p<0.001). After adjustment for cardiovascular risk factors, excess atherosclerotic burden remained 22% in women and 12% in men (p<0.001). No significant associations were observed for area-level SES, and no sex interactions were detected. Conclusion Lower educational attainment is associated with higher carotid atherosclerotic burden in both sexes, independent of cardiovascular risk factors, while area-level SES shows no clear association. These findings suggest that educational disparities contribute to atherosclerotic disease burden and merit further investigation in longitudinal studies.