The results demonstrated a significant association of TNFAIP3, IL1RL2, IL1R1, IL6R, KYNU, and ITPKA with allergic diseases in both cohorts, further supporting the reliability of the potential drug targets identified in this study. Here, IL1R1 is linked to allergic disease.