The article presents the key recommendations made by speakers at the "Gene-Nutrition and Gene-Physical Activity Interactions in the Etiology of Obesity" workshop, sponsored by the U.S. National Institutes of Health, held on September 24-26, 2007. Each recommendation is expected to have a significant impact on future research on obesity. The concept of gene-behavior interaction is discussed.