MC1R and melanoma: The five SNPs with the largest effect sizes in UK Biobank do have some have small but significant associations with anthropometric phenotypes (for example, rs1805007 at MC1R with standing height), but by far their most significant associations are with hair color, facial aging, tanning, melanoma risk, and other phenotypes that are likely related to pigmentation (64).