We report on the discovery of two new BCC predisposition loci: TGM3 and RGS22. Variants at these loci passed the Bonferroni-adjusted P-value threshold of genome-wide significance in Iceland: ∼1.2 × 10−9. This evidence concerns the gene RGS22 and skin basal cell carcinoma.