Genetic studies on Acyl-CoA Synthetase Long-Chain 5 (ACSL5) demonstrate an association between rs2419621 genotype and rate of weight loss in women with obesity in response to caloric restriction. The gene discussed is ACSL5; the disease is obesity due to melanocortin 4 receptor deficiency.