“…Among the genes associated with outlier loci there were several involved in metabolism (i.e., fabp2, kars1, lipa, nfrkb, pdha1), five involved in pigmentation and six related to singing. Among the genes related to pigmentation, there were several related to avian plumage coloration, ap3b1 (Ren et al, 2021), hps6 (Domyan et al, 2019) and ric1 (Bruders et al, 2020), one was related to sexual dichromatism in birds (Gazda, 2019), and the atrn gene was related to melanin production and has also been associated with coat coloration in macaques (Bradley et al, 2013). Regarding the genes related to song, we detected, chrm2 and chrm5, which have shown differential expression associated with song learning and production in zebra finch (Osogwa, 2018), the mrps27 (Qi et al, 2012) and upf3b (Shi et al, 2021), which are involved in the song control system in the zebra finch, the paip1 gene, which has been associated with song learning (Lovell et al, 2008), and the ube2d3 gene, which was related to musical abilities using a convergent evidence method including data from humans, songbirds and other animals (Oikkonen et al, 2016).…”