Study investigated the association of ambient pollution on preterm birth and the effect measure modification of this association by caloric intake, percent caloric intake from fats, and percent caloric intake from saturated fats. The findings suggest that gestational parent diet may modify the effect of ambient pollutants on birth outcomes.