Through DNA methylation analysis of jejunum tissues from four pairs of IUGR and NBW piglets, we found that IUGR could lead to DNA methylation changes at different levels, and the key genes (BCAP31, AIFM1, and IRAK1) regulated had direct associations with IUGR-related proteins. This evidence concerns the gene BCAP31 and fetal growth restriction.