Fetuses of prenatally depressed women had lower FHR variability. Neonates of prenatally depressed women performed less optimally on the NBAS. FHR variability mediated relationship between prenatal depression and neonatal neurobehavioral development. Prenatal depression effect on neonatal neurobehavioral development explained by effects on FHR variability.