APOE and Alzheimer disease: In the subset of cognitively impaired subjects (see the Methods section above), the benchmark reference model to classify AD CSF biomarker profile included age, gender, years of education, and presence of APOE ε4 allele, with a prediction accuracy of 77.8% (majority class prediction of 57.6%).