The recent discovery that rare heterozygous mutations of DYRK1B completely co-segregate with a familial form of metabolic syndrome raises the question how these mutations alter the properties of DYRK1B to give rise to this complex phenotype. The gene discussed is DYRK1B; the disease is metabolic syndrome.