Finally, by intersecting top ranking genes of the 8 methods, we found 9 novel genes, including SLC4A11, ZFP474, CD209G, TOP2A, PBK, CCDC33, CAPSL, DLGAP5, and AL662270, are seriously affected with the progressive of Huntington’s disease. Here, CAPSL is linked to juvenile Huntington disease.