Compositions comprising epigallocatechin gallate and 4-(4-hydroxyphenyl)-2-butanone may be used for treatment or prevention of obesity or conditions associated with obesity such as non-insulin-dependent diabetes mellitus (NIDDM, type II) and syndrome X. The compositions may find use in the nutritional field as a supplement to food and beverages, as well as a pharmaceutical formulation.