PC1 variation subdivided according to FH2017 genotypes (AA♦; AB□; BB▴). Dogs are ranked on the y-axis according to pedigree-corrected values of PC1 on the x-axis (Chase et al. 2002, 2004). Pedigree effects were removed using BLUP (Lynch and Walsh 1998; Chase et al. 2004).