From normal population to prediabetes and diabetes: study of influencing factors and prediction models.

ABSTRACT:

Objective

The purpose of this study is to investigate the independent influencing factors of the transition from normal population to prediabetes, and from prediabetes to diabetes, and to further construct clinical prediction models to provide a basis for the prevention and management of prediabetes and diabetes.

Materials and methods

The data for this study were based on clinical information of participants from the Health Management Center of Peking University Shenzhen Hospital. Participants were classified into normal group, prediabetes group, and diabetes group according to their functional status of glucose metabolism. Spearman's correlation coefficients were calculated for the variables, and a matrix diagram was plotted. Further, univariate and multivariate logistic re

SUBMITTER: Gong D 

PROVIDER: S-EPMC10640999 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature