tl;dr - a neural basis for insomnia: "The new findings demonstrate for the first time that a group of inhibitory neurons are substantially diminished among the elderly and individuals with Alzheimer’s disease."

Lack of the inhibitory neurons may prevent the brain from entering and maintaining sleep states.