Selection in commercial herds of dairy cattle in Brazil is based almost exclusively on production traits, especially those directly related to the increase in income from dairy farming (volume, fat and protein of milk), while improved milk composition may receive higher premiums depending on the region (Cardoso et al., 2004; Boligon et al., 2005).