In vivo awake recordings in transgenic mice show APOE ε4 reduces neuronal excitability in the anterior olfactory nucleus (AON); adult females are more excitable than males (a sex difference lost with aging), while aging amplifies network oscillatory power — revealing interactions that may underlie early olfactory deficits in Alzheimer’s disease.