Identification of the genetic determinants of common diseases is a major challenge for current biomedical research. Combining linkage analyses of essentially monogenic cis-regulated expression phenotypes with oligogenic intermediate physiological phenotypes represents a promising approach for identification of quantitative trait loci at the molecular level. In the present review, a genetic analysis of cardiovascular phenotypes studied at several levels of complexity in rat recombinant inbred strains is described.