The expression levels of FAIM2, NPY, and FOXE1 were also compared in the cancer samples with normal samples in validation cohort 3 and a negative relationship between methylation and gene expression was observed (Fig. 4C, Additional file 1: Tables S10, S12). Here, NPY is linked to cancer.