Additionally, some markers (e.g., NGAL, vitamin D, MDA) show only modest diagnostic performance and may be influenced by comorbid conditions such as obesity, renal dysfunction, or inflammation [83,86,87,93,94,95,96]. The gene discussed is LCN2; the disease is obesity due to melanocortin 4 receptor deficiency.