Indeed, we found several variants in clinical databases or from previous early onset obesity cohorts which are predicted to disrupt PAS-loop-mediated DNA binding in NPAS4, HIF2α, or SIM1 (Supplementary Fig. S7E). Here, EPAS1 is linked to obesity due to melanocortin 4 receptor deficiency.