Yang Hongguang, Liu Yao, Huang Zhenhe, Deng Guifang
Department of Clinical Nutrition, Shenzhen Nanshan People's Hospital, Shenzhen, Guangdong, China.
Geriatric Medicine Department, Shenzhen Nanshan People's Hospital, Shenzhen, Guangdong, China.
Front Endocrinol (Lausanne). 2025 Jan 22;15:1463650. doi: 10.3389/fendo.2024.1463650. eCollection 2024.
Prediabetes, impacting a third of the adult Chinese population, is linked to a variety of detrimental health outcomes. However, scant research has delved into the factors that affect a regression from prediabetes to normal glucose regulation (NGR) in middle-aged and elderly Chinese adults.
We conducted a longitudinal analysis of 2,655 adults, aged 45 years and above, drawing data from wave 1 and wave 3 of the China Health and Retirement Longitudinal Study (CHARLS). We employed a stepwise logistic regression model to identify factors associated with the regression to NGR. Restricted Cubic Spline (RCS) analysis was used to evaluate the dose-response relationships between baseline fasting plasma glucose (FPG) and glycated hemoglobin (HbA1c) levels and the likelihood of regression to NGR. Attribution fraction (AF) analysis was conducted to measure the impact of modifiable factors on the regression of prediabetes. We further examined how changes in these factors were associated with regression to NGR.
During the 4-year follow-up, 570 of 2,655 prediabetes participants regressed to NGR. The stepwise logistic regression model identified older age, female sex, abdominal obesity (OR 0.70, 95% CI 0.57-0.86), elevated LDL-C (OR 0.69, 95% CI 0.48-0.97), higher FPG (OR 0.68, 95% CI 0.52-0.90), and higher HbA1c (OR 0.23, 95% CI 0.18-0.30) as factors associated with regression to NGR. AF analysis showed that a lower initial HbA1c was the most influential factor for regression to NGR. Additionally, evaluated blood lipid profiles reduced the odds of regression to NGR.
This study underscores the influence of age, gender, abdominal obesity, LDL-C levels, FPG, HbA1c, and blood lipid profiles on the likelihood of regressing from prediabetes to NGR. It suggests that adopting a healthy lifestyle and preemptively mitigating these risks may be more beneficial than addressing them after they have been identified in clinical settings.
糖尿病前期影响着三分之一的中国成年人口,与多种不良健康后果相关。然而,针对影响中国中老年成年人从糖尿病前期回归正常血糖调节(NGR)的因素的研究却很少。
我们对2655名年龄在45岁及以上的成年人进行了纵向分析,数据来自中国健康与养老追踪调查(CHARLS)的第1轮和第3轮。我们采用逐步逻辑回归模型来确定与回归NGR相关的因素。使用限制立方样条(RCS)分析来评估基线空腹血糖(FPG)和糖化血红蛋白(HbA1c)水平与回归NGR可能性之间的剂量反应关系。进行归因分数(AF)分析以衡量可改变因素对糖尿病前期回归的影响。我们进一步研究了这些因素的变化与回归NGR之间的关联。
在4年的随访期间,2655名糖尿病前期参与者中有570人回归到NGR。逐步逻辑回归模型确定年龄较大、女性、腹型肥胖(OR 0.70,95%CI 0.57 - 0.86)、低密度脂蛋白胆固醇升高(OR 0.69,95%CI 0.48 - 0.97)、较高的FPG(OR 0.68,95%CI 0.52 - 0.90)和较高的HbA1c(OR 0.23,95%CI 0.18 - 0.30)是与回归NGR相关的因素。AF分析表明,较低的初始HbA1c是回归NGR最有影响的因素。此外,评估的血脂谱降低了回归NGR的几率。
本研究强调了年龄、性别、腹型肥胖、低密度脂蛋白胆固醇水平、FPG、HbA1c和血脂谱对从糖尿病前期回归到NGR可能性的影响。这表明采用健康的生活方式并预先降低这些风险可能比在临床环境中识别出这些风险后再进行处理更有益。