Provided herein are method for modulating dietary response in a subject. The methods include the administration of human milk oligosaccharides such as 2′-fucosyllactose to the subject. Dietary responses such as decreased adiposity, preservation of lean muscle mass, improved cognitive function, and reduced levels of inflammatory factors can be obtained in various populations, including those consuming high fat diets.