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>Some authors have expressed caution regarding skin pigmentation reconstructions: Quillen et al. (2019) acknowledge studies that generally show that "lighter skin color was uncommon across much of Europe during the Mesolithic", including studies regarding the “dark or dark to black” predictions for the Cheddar Man, but warn that "reconstructions of Mesolithic and Neolithic pigmentation phenotype using loci common in modern populations should be interpreted with some caution, as it is possible that other as yet unexamined loci may have also influenced phenotype."

>Geneticist Susan Walsh at Indiana University–Purdue University Indianapolis, who worked on Cheddar Man project, said that "we simply don't know his skin colour". German biochemist Johannes Krause stated that we do not know whether the skin color of Western European hunter-gatherers was more similar to the skin color of people from present-day Central Africa or people from the Arab region. It is only certain that they did not carry any known mutation responsible for the light skin in subsequent populations of Europeans

>A 2024 research into the genomic ancestry and social dynamics of the last hunter-gatherers of Atlantic France has stated that "phenotypically, we find some diversity during the Late Mesolithic in France", at which two of the WHG's sequenced in the study "likely had pale to intermediate skin pigmentation", but "most individuals carry the dark skin and blue eyes characteristic of WHGs" of the studied samples

Picrel are Basques, the Meds with the most WHG.