Machine learning using classification and regression trees (CART) showed these proteins robustly classified APOE ε4 carriers versus non-carriers (AUC > 0.91 across subgroups; Extended Data Table 1; Fig. 1b), independent of AD status, sex, or race. Here, APOE is linked to Alzheimer disease.