Sleep is closely related to health [1]. Middle-aged and elderly people, especially the elderly, often suffer from sleep disorders, such as sleep apnea and insomnia [2]. These sleep disorders likely play a causal role in the development of various chronic diseases and ultimately death [3,4]. Given the potential for interventions to improve sleep health [5], identifying significant components of sleep may help lowering the morbidity and mortality burdens.