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. Here, FBP1 is linked to allergic disease.