Genetic studies further confirm shared susceptibility, identifying overlapping loci between vitiligo and autoimmune thyroid disease, including immune regulatory genes and organ-specific targets such as TYR, TG, and TSHR. The gene discussed is TYR; the disease is autoimmune thyroid disease.