To evaluate the influence of Alzheimer’s disease-related risk factors on olfactory-guided behavior, we assessed odor preference, anhedonia-like responses, and exploratory dynamics in mice stratified by APOE genotype, age, sex, diet, and immune background (hNOS2 vs. mNos2). Here, APOE is linked to early-onset autosomal dominant Alzheimer disease.