The present disclosure relates to preterm infant formulas comprising lutein, lycopene, and beta-carotene, and the use of the preterm infant formulas to modulate inflammation, such as skin inflammation, in preterm infants. Also disclosed are methods of modulating the level of C-reactive protein in a preterm infant using preterm infant formulas comprising mixtures of carotenoids.