The identified CpGs have the potential to improve our understanding of the underlying biological pathways in the connection between obesity and lung function, with 2 CpGs (cg19088553 on gene GRIK2 and cg00612625 on gene HPSE2) having the potential for causal association with lung function. Here, GRIK2 is linked to obesity due to melanocortin 4 receptor deficiency.