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. This evidence concerns the gene CAPSL and Huntington disease.