Division of Research, Kaiser Permanente Northern California, Oakland, CA
Department of Public Health, University of Tennessee, Knoxville, Knoxville, TN.
Diabetes Care. 2021 Feb;44(2):425-432. doi: 10.2337/dc20-1475. Epub 2020 Dec 21.
To estimate the effects of exercise during the first trimester on the risks of abnormal screening and gestational diabetes mellitus (GDM).
Data come from PETALS, a prospectively followed pregnancy cohort ( = 2,246, 79% minorities) receiving care at Kaiser Permanente Northern California. A Pregnancy Physical Activity Questionnaire was used to assess exercise. Glucose testing results for screening and diagnostic tests were obtained from electronic health records. Inverse probability of treatment weighting and targeted maximum likelihood with data-adaptive estimation (machine learning) of propensity scores and outcome regressions were used to obtain causal risk differences adjusted for potential confounders, including prepregnancy BMI, exercise before pregnancy, and gestational weight gain. Exercise was dichotomized at ) the cohort's 75th percentile for moderate- to vigorous-intensity exercise (≥13.2 MET-h per week or ≥264 min per week of moderate exercise), ) current recommendations (≥7.5 MET-h per week or ≥150 min per week of moderate exercise), and ) any vigorous exercise.
Overall, 24.3% and 6.5% had abnormal screening and GDM, respectively. Exercise meeting or exceeding the 75th percentile decreased the risks of abnormal screening and GDM by 4.8 (95% CI 1.1, 8.5) and 2.1 (0.2, 4.1) fewer cases per 100, respectively, in adjusted analyses.
Exercise reduces the risks of abnormal screening and GDM, but the amount needed to achieve these risk reductions is likely higher than current recommendations. Future interventions may consider promoting ≥38 min per day of moderate-intensity exercise to prevent GDM.
评估孕早期运动对异常筛查和妊娠期糖尿病(GDM)风险的影响。
数据来自 PETALS,这是一个前瞻性随访的妊娠队列(n=2246,79%为少数族裔),在 Kaiser Permanente Northern California 接受治疗。使用妊娠体力活动问卷评估运动情况。从电子健康记录中获取筛查和诊断性检查的葡萄糖检测结果。采用逆概率治疗加权和基于数据自适应估计(机器学习)的倾向评分和结果回归的靶向最大似然法,以获得经过潜在混杂因素调整的因果风险差异,包括孕前 BMI、孕前运动和孕期体重增加。运动以中等至剧烈强度运动(每周≥13.2 MET-h 或每周≥264 min 中度运动)的队列第 75 百分位数、)当前推荐值(每周≥7.5 MET-h 或每周≥150 min 中度运动)和)任何剧烈运动进行二分法。
总体而言,分别有 24.3%和 6.5%的人出现异常筛查和 GDM。达到或超过第 75 百分位数的运动使异常筛查和 GDM 的风险分别降低了 4.8(95%CI 1.1,8.5)和 2.1(0.2,4.1)个病例每 100 例,在调整后的分析中。
运动降低了异常筛查和 GDM 的风险,但要达到这些风险降低所需的运动量可能高于当前推荐值。未来的干预措施可能会考虑促进每天进行≥38 分钟的中等强度运动以预防 GDM。