Well-established disparities exist in the prevalence and outcome of cardiovascular disease related to race and socioeconomic status (SES). Our previous work confirms these disparities and suggests that they may be related to population differences in the prevalence of nontraditional cardiovascular risk factors. We propose that these disparities can be significantly reduced or eliminated by (1) a community-based intervention program that incorporates a multidisciplinary education program led by a behavioral interventionalist, a nutritionist and an exercise physiologist, and (2) a novel approach to cardiovascular risk stratification that considers population differences in traditional and nontraditional risk factors and subclinical atherosclerosis.