When exploring the biological impact of other genes mapped to the dmCpGs uniquely associated with father’s pubertal smoking, several were related to genes associated with innate immunity, allergic diseases and asthma development, such as TLR9, CSF1R, DNAJ14, NTRK2 and TPCN1 [48–53]. Here, CSF1R is linked to allergic disease.