This study aimed to investigate the effect of the GSTM1 genotype on the relationships among prenatal tobacco smoke exposure (TSE), childhood asthma development, and allergic sensitization for different gender backgrounds in a longitudinal birth cohort study in Southern Taiwan. Here, GSTM1 is linked to asthma.