MDR approach revealed a borderline gene-gene interaction effect between the analyzed polymorphic variants of IL12A, IL12B and IL18 in HD patients of both groups (testing balance accuracy = 0.556, p = 0.094). This evidence concerns the gene IL12A and Huntington disease.