The value of studying smoking effects against an identical genetic background is clear if one considers that one of the most strongly associated genetic variants for nicotine dependence is located in the DNA methyltransferase gene DNMT3B (Hancock et al., 2018). The gene discussed is DNMT3B; the disease is nicotine dependence.