Our study points to potential biological pathways pertaining to specific domains within each APOE genotype group, and the findings suggest that immune-related pathways, plasma levels of polysaturated fatty acids, and bitter taste receptors may play some roles in cognitive decline. The gene discussed is APOE; the disease is Mental deterioration.