Smoking can trigger preterm labor by causing inflammation in the cervix and weakening the amniotic sac, which holds the fetus. This increases the likelihood of premature rupture of membranes (PROM), leading to preterm labor. Additionally, smoking impacts the hormonal balance necessary for maintaining pregnancy, further elevating the risk of preterm birth.