Risk assessment model for sleep disturbance based on gastrointestinal myoelectrical activity in middle-aged and elderly people.

ABSTRACT:

Background

Sleep disturbance has become a considerable factor affecting the quality of life for middle-aged and elderly people; however, there are still many obstacles to screening sleep disturbance for those people. Given the growing awareness of the association between gastrointestinal function and sleep disturbance, our study aims to predict the risk of sleep disturbance using gastrointestinal electrophysiological signals.

Methods

The Pittsburgh Sleep Quality Index and gastrointestinal electrophysiological signals of 914 participants in western China were used to establish the model. Demographic characteristics and routine blood test were collected as covariates. Participants were randomly assigned into two sets with a 7:3 ratio for training and validation. In the trainin

SUBMITTER: Ji S 

PROVIDER: S-EPMC10327604 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature