Receiver operating characteristic (ROC) curve analysis further validated its diagnostic potential, with an area under the curve (AUC) of 0.833, pointing FFA 18:2, a polyunsaturated fatty acid (PUFA)21 as a potential biomarker for the early detection and stratification of APOE4 AD cases (Fig. 2e). Here, APOE is linked to Alzheimer disease.