Among 22 genes with a negative regression coefficient, loss of IGFBP7 expression showed a role in thyroid carcinogenesis,24 LIMK2 showed a potential role as a tumor suppressor,24 consistent with this study. This evidence concerns the gene LIMK2 and neoplasm.