Cox regression analysis including age, sex, and APOE ε4 as covariates showed that YKL-40, ICAM-1, and Flt-1, but not VCAM-1 and IL-15, were independent predictors of time to AD diagnosis (table 4). This evidence concerns the gene CHI3L1 and Alzheimer disease.