The hormone testosterone protects brain cells from injury and reduces levels of the protein beta-amyloid in the brain  Beta-amyloid causally contributes to Alzheimer' s disease, and people whose brain cells are susceptible to injury are probably more susceptible to Alzheimer' s disease
So there is reason to think that
a decline in testosterone level puts one at increased risk for Alzheimer's disease