Among cardiometabolic risk factors (hypertension, DM, impaired kidney function, and obesity), the presence of hypertension had a significant impact on the capacity of plasma NfL for predicting longitudinal ADAS-Cog scores, hippocampal volumes, and WMH volumes. The gene discussed is NEFL; the disease is obesity due to melanocortin 4 receptor deficiency.