The present invention relates to a process for preparing a spray-dried lipid and protein component- containing composition using a rotary atomizer, which composition comprises large lipid globules, preferably coated with polar lipids, and to the compositions obtained thereby. The obtained compositions are preferably for feeding infants and young children.