Zhang Xiuqi, Ding Yuning, Duan Zhen, Cai Ruiqi, Gao Xiangjin, Zhang Rui, Wang Ruiping
Clinical Research Center, Shanghai Skin Diseases Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China.
School of Medicine, Tongji University, Shanghai, People's Republic of China.
Diabetes Metab Syndr Obes. 2025 May 27;18:1723-1737. doi: 10.2147/DMSO.S524237. eCollection 2025.
Physical exercise effectively prevents the onset of gestational diabetes mellitus (GDM). However, the association between the daily physical exercise time (PET) and the overall trend in glycemic levels in late pregnancy among women with GDM is limited. This study aimed to explore this association using a group-based trajectory model (GBTM) among women with GDM.
We constructed two types of models (A and B) by applying GBTM analysis based on a series of abnormal plasma glucose (PG) prevalence values calculated at each prenatal checkup in the GDM cohort. Women with GDM were classified into good plasma glucose control (PGC) and bad PGC groups based on each trajectory model. Logistic regression was used to explore the association between daily PET and prevalence of good PGC among women with GDM. In this study, P value less than 0.05 was set as the statistical significance.
Among 1122 GDM women, the average age was 26.9 years. The number of women with GDM in the good PGC group was 539 (48.0%) in Model A 644 (57.4%) in Model B. The median daily PET was longer in the good PGC group (70 min in both Models A and B) than in the poor PGC group (Model A, 65 min; Model B, 64 min). Logistic regression analysis indicated that GDM women with ≥120 min/day PET had a significantly higher PGC prevalence in late pregnancy (odds ratio (OR), 1.32 (95% confidence interval (CI): 1.12-1.56) in Model A, and 1.24 (95% CI: 1.05-1.46) in Model B, even after adjusting for potential confounders (age and BMI).
Women with GDM need ≥120 min/day PET to achieve glycemic control, especially for those who are older and have BMI ≥24kg/m.
体育锻炼可有效预防妊娠期糖尿病(GDM)的发生。然而,GDM 女性的每日体育锻炼时间(PET)与妊娠晚期血糖水平总体趋势之间的关联尚不明确。本研究旨在使用基于群体的轨迹模型(GBTM)探讨 GDM 女性中的这种关联。
我们根据 GDM 队列每次产前检查时计算的一系列异常血糖(PG)患病率值,应用 GBTM 分析构建了两种模型(A 和 B)。根据每个轨迹模型,将 GDM 女性分为血糖控制良好(PGC)组和血糖控制不佳组。采用逻辑回归分析探讨 GDM 女性每日 PET 与良好 PGC 患病率之间的关联。本研究将 P 值小于 0.05 设定为具有统计学意义。
在 1122 名 GDM 女性中,平均年龄为 26.9 岁。PGC 良好组的 GDM 女性数量在模型 A 中为 539 名(48.0%),在模型 B 中为 644 名(57.4%)。PGC 良好组的每日 PET 中位数(模型 A 和 B 均为 70 分钟)长于 PGC 不佳组(模型 A 为 65 分钟;模型 B 为 64 分钟)。逻辑回归分析表明,即使在调整潜在混杂因素(年龄和体重指数)后,每日 PET≥120 分钟的 GDM 女性在妊娠晚期的 PGC 患病率仍显著更高(模型 A 中的优势比(OR)为 1.32(95%置信区间(CI):1.12 - 1.56),模型 B 中的 OR 为 1.24(95%CI:1.05 - 1.46))。
GDM 女性需要每日进行≥120 分钟的体育锻炼以实现血糖控制,尤其是对于年龄较大且体重指数≥24kg/m²的女性。