Leptin, plasminogen activator inhibitor 1 (PAI1), and alpha-1 acid glycoprotein 1 (AGP1) are associated with obesity and may be used as biomarkers. Here, ORM1 is linked to obesity due to melanocortin 4 receptor deficiency.