In this report, we explore the genetic diversity of 188 kb of sequence encompassing the FAAH and MGLL genes in 289 individuals and use variants from the whole allelic frequency spectrum to investigate association with extreme obesity (BMI ≥40 kg/m2). This evidence concerns the gene MGLL and obesity due to melanocortin 4 receptor deficiency.