Peak variance-components LOD scores were consistently higher for the SNP-based linkage analyses, similar to recent reports using nonparametric linkage methods [3-5]. However, we note that empirical P-values corresponding to a given LOD score may also be higher for the SNP-based analyses. To fully compare the power of marker panels, extensive simulations should be carried out under various genetic models, map densities and sample sizes.