We also investigated the relationship between chromosome length and the amount of variance explained (see Supplemental Table S1 for details). We found that chromosome length is significantly associated with proportion of variance explained (one-tailed t test(20) = 1.731, P < 0.05). On average longer chromosomes explain a larger percent of variance (Fig. 1).