Here the authors show that FMO3 is upregulated in various models of diabetes and link FMO3 with key transcriptional regulators of hepatic glucose and cholesterol synthesis, thus proposing a mechanistic connection between diabetes and atherosclerosis. The gene discussed is FMO3; the disease is atherosclerosis.