Laure, for what it's worth, here is the relevant part of the abstract from this study followed with a recap:
Blue eye color in humans may be caused by a perfectly associated founder mutation in a regulatory element located within the HERC2 gene inhibiting OCA2 expression. Department of Cellular and Molecular Medicine, Section IV Build. 24.4, Panum Institute, University of Copenhagen, Blegdamsvej 3b, 2200, Copenhagen, Denmark, he@imbg.ku.dk.
The human eye color is a quantitative trait displaying multifactorial inheritance. Several studies have shown that the OCA2 locus is the major contributor to the human eye color variation.
By linkage analysis of a large Danish family, we finemapped the blue eye color locus to a 166 Kbp region within the HERC2 gene. By association analyses, we identified two SNPs within this region that were perfectly associated with the blue and brown eye colors: rs12913832 and rs1129038. Of these, rs12913832 is located 21.152 bp upstream from the OCA2 promoter in a highly conserved sequence in intron 86 of HERC2. The brown eye color allele of rs12913832 is highly conserved throughout a number of species. As shown by a Luciferase assays in cell cultures, the element significantly reduces the activity of the OCA2 promoter and electrophoretic mobility shift assays demonstrate that the two alleles bind different subsets of nuclear extracts.
One single haplotype, represented by six polymorphic SNPs covering half of the 3' end of the HERC2 gene, was found in 155 blue-eyed individuals from Denmark, and in 5 and 2 blue-eyed individuals from Turkey and Jordan, respectively.
Hence, our data suggest a common founder mutation in an OCA2 inhibiting regulatory element as the cause of blue eye color in humans. ...
Recap:
There's a part of our genome which affects eye color more than any other part does. This most-important (for eye color) part of our genome mutated about 10,000 years ago. When folks were divvy-ed up based on eye color -- everybody with blue eyes had the mutation; everyone with brown eyes didn't.
Ed
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