A decrease in NGF expression in cholinergic neurons can lead to cell senescence and death, resulting in a decline in cognitive function, suggesting that NGF plays a significant role in the progression of Alzheimer's disease (AD). The gene discussed is NGF; the disease is early-onset autosomal dominant Alzheimer disease.