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I think blue eyes are a whole lot more polygenic than this panel assumes. You might have heard of the SLC24A5, SLC45A2, MC1R, IRF4, and TYR/TYRP1/TYRP2 mutations which have complex and hard to disentangle effects across all three pigmentation domains (people will tell you MC1R and TYR(P1/2) affect just hair color, or that SLC24A5/45A2 affect just hair color, but they are wrong, changes in the melanocyte -> melanosome regulatory pathway are pleiotropic across all three domains). But recent evidence shows that the number of genes that affect these traits is even larger than just those, possibly in the domain of 10s of thousands of SNPs across 150+ genes, including exotic ones like QKI, NCOR1, LRMDA, RAB27A, BNC2, and countless others. What's more, most of these "exotic" variants underwent strong differential selection between Europeans, Africans, and Asians (see https://pmc.ncbi.nlm.nih.gov/articles/PMC10901463/). Some of them probably have their effect sizes "masked" in GWASs because they have such high linkage disequilibrium with more canonical genes – but this was not necessarily always the case, and ancient populations may have had fully depigmented phenotypes while having genotypes with none of the "canonical" mutations we focus on today, but only these weird "masked" ones.

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