1 This could lead to premature rupture of the membranes and preterm labor. 2  Problems with the placenta , such as placenta previa or placental separation, may cause preterm labor. 3  Injury to your abdomen or uterus may also cause some cases of preterm labor.  You are pregnant with 2 or more babies.