In summary, we tested the genetic effects of three FMOs genes (FMO1, FMO3, and FMO6P) on nicotine dependence by performing targeted sequencing on 2,852 nicotine‐dependent and nondependent smokers. The gene discussed is FMO6P; the disease is nicotine dependence.