Nutritional Epidemiology Observatory, Josué de Castro Nutrition Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
Division of Nutritional Sciences, Cornell University, Ithaca, NY, USA.
Am J Clin Nutr. 2021 May 8;113(5):1351-1360. doi: 10.1093/ajcn/nqaa402.
Monitoring gestational weight gain (GWG) is fundamental to ensure a successful pregnancy for the mother and the offspring. There are several international GWG charts, but just a few for low- and middle-income countries.
To construct GWG charts according to pre-pregnancy BMI for Brazilian women.
This is an individual patient data analysis using the Brazilian Maternal and Child Nutrition Consortium data, comprising 21 cohort studies. External validation was performed using "Birth in Brazil," a nationwide study. We selected adult women with singleton pregnancies who were free of infectious and chronic diseases, gestational diabetes, and hypertensive disorders; who delivered a live birth at term; and whose children were adequate for gestational age, and with a birth weight between 2500-4000 g. Maternal self-reported pre-pregnancy weight and weight measured between 10-40 weeks of gestation were used to calculate GWG. Generalized Additive Models for Location, Scale and Shape were fitted to create GWG charts according to gestational age, stratified by pre-pregnancy BMI.
The cohort included 7086 women with 29,323 weight gain measurements to construct the charts and 4711 women with 31,052 measurements in the external validation. The predicted medians for GWG at 40 weeks, according to pre-pregnancy BMI, were: underweight, 14.1 kg (IQR, 10.8-17.5 kg); normal weight, 13.8 kg (IQR, 10.7-17.2 kg); overweight, 12.1 kg (IQR, 8.5-15.7 kg); obesity, 8.9 kg (IQR, 4.8-13.2 kg). The 10th, 25th, 50th, 75th, and 90th percentiles were estimated. Results for internal and external validation showed that the percentages below the selected percentiles were close to those expected.
The charts proposed provide a description of GWG patterns according to gestational age and pre-pregnancy BMI among healthy Brazilian women with good neonatal outcomes. The external validation indicates that this new tool can be used to monitor GWG in the primary health-care setting and to test potential recommended values.
监测妊娠体重增加(GWG)对于确保母婴妊娠成功至关重要。有几种国际 GWG 图表,但只有少数适用于中低收入国家。
为巴西女性制定基于孕前 BMI 的 GWG 图表。
这是一项使用巴西母婴营养联合会数据的个体患者数据分析,包含 21 项队列研究。外部验证使用了全国性研究“巴西出生”。我们选择了患有传染病和慢性疾病、妊娠期糖尿病和高血压疾病的单胎妊娠成年女性;足月分娩活产儿;且其儿童为适宜胎龄,出生体重在 2500-4000g 之间。孕妇自我报告的孕前体重和 10-40 周妊娠期间测量的体重用于计算 GWG。广义加性模型用于位置、比例和形状,以根据妊娠年龄和孕前 BMI 分层创建 GWG 图表。
该队列纳入了 7086 名女性,有 29323 次体重增加测量值用于构建图表,4711 名女性有 31052 次测量值用于外部验证。根据孕前 BMI,GWG 在 40 周的预测中位数分别为:体重不足,14.1kg(IQR,10.8-17.5kg);正常体重,13.8kg(IQR,10.7-17.2kg);超重,12.1kg(IQR,8.5-15.7kg);肥胖,8.9kg(IQR,4.8-13.2kg)。估计了第 10、25、50、75 和 90 百分位数。内部和外部验证的结果表明,低于选定百分位数的百分比接近预期值。
对于新生儿结局良好的健康巴西女性,所提出的图表根据妊娠期年龄和孕前 BMI 提供了 GWG 模式的描述。外部验证表明,这种新工具可用于初级保健环境中监测 GWG,并测试潜在的推荐值。