We have identified 4 shared methylation-driven genes for the pollen and non-pollen seasons, namely, SP140, NRCAM, NAPRT, and FBP1. Their functions are associated with allergic diseases both on allergic inflammation and oxidative stress levels. This evidence concerns the gene NAPRT and allergic disease.