PPARα has previously been investigated in our study populations in relation to T2D- and obesity-related quantitative traits [27], but has also been suggested as a gene predisposing for NAFLD [28]. The gene discussed is PPARA; the disease is obesity due to melanocortin 4 receptor deficiency.