This article is available online at http://www.jlr.org studied in this sample and that novel loci on chromosomes 6, 10, 16, and 20 may harbor genes contributing to small, atherogenic LDL particle concentration and large, triglyceride-rich VLDL particle concentration. Cardiovascular disease (CVD) is the leading cause of morbidity and mortality among individuals with diabetes ( 1-3 ). For example, the risk of coronary heart disease is 2-4 times higher in diabetic patients compared with nondiabetic individuals ( 4-8 ). Dyslipidemia is thought to be a potential common link between these two conditions ( 9, 10 ). The principal lipoprotein classes, VLDL, LDL, and HDL, have received considerable attention as cardiovascular disease risk factors in the epidemiology literature. Several genes have also been reported to be associated with these lipoprotein phenotypes ( 11-13 ). In fact, genetic correlation and genes with possible pleiotropic effect on LDL, Abstract We sought to partition the genetic and environmental infl uences on lipoprotein subclasses and identify genomic regions that may harbor genetic variants that infl uence serum lipoprotein levels in a sample of Gullah-speaking African-Americans. We genotyped 5,974 SNPs in 979 subjects from 418 pedigrees and used the variance component approach to compute heritability estimates, genetic and environmental correlations, and linkage analyses for selected lipoprotein subclasses. The highest heritability estimate was observed for large VLDL particle concentration (0.56 ± 0.14). Mean LDL particle size and small LDL particle concentration ( ؊ 0.94) had the strongest genetic correlation estimate. The highest logarithm of odds (LOD) score detected (3.0) was on chromosome 6p24 for small LDL particle concentration. The strongest signal, obtained with the reduced sample of diabetic individuals only, was observed on chromosome 20p13 for small LDL particle concentration. The highest bivariate linkage signal (LOD 2.4) was observed on chromosome 6p24 for mean LDL particle size and small LDL particle concentration.jlr Our results suggest a significant genetic contribution to multiple lipoprotein subclasses