Introduction Obesity, defined as a body mass index (BMI) > 30 kilograms/meter^2 , has reached epidemic proportions: people who are overweight (BMI > 25 kg/m^2 ) or obese now comprise more than 25% of the world’s population. Obese individuals have a higher risk of comorbidity development including type 2 diabetes, cardiovascular disease, cancer, and fertility complications. Areas covered The study of monogenic and syndromic forms of obesity have revealed a small number of genes key to metabolic perturbations. Further, obesity and body shape in the general population are highly heritable phenotypes. Study of obesity at the population level, through genome-wide association studies of BMI and waist-to-hip ratio (WHR), have revealed > 150 genomi...