For instance, Schugar et al. demonstrated that knocking down FMO3 with antisense oligonucleotides prevented TMAO formation and ameliorated obesity and white adipose tissue dysfunction, even under a high-choline diet. The gene discussed is FMO3; the disease is obesity due to melanocortin 4 receptor deficiency.