Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
Department of Obstetrics and Gynaecology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
Int J Obes (Lond). 2024 Dec;48(12):1822-1830. doi: 10.1038/s41366-024-01637-w. Epub 2024 Sep 21.
There is an increasing focus on the first 1000 days from conception to two years of age as a period of importance for future weight. We aimed to describe the interaction between fetal and infant growth and their association with and ability to predict childhood overweight.
We used routinely collected fetal growth data from Aarhus University Hospital and child growth data from Aarhus Municipality, 2008-2018. The outcome was overweight at age 5-9 years. The fetal growth rates at weeks 28 and 34 were extracted from individual trajectories using mixed models. We identified patterns of infant BMI Z-score growth using latent class analysis and estimated odds ratios of overweight at age 5-9 years dependent on fetal and infant growth. Predictive capabilities were assessed by comparing areas under the ROC-curves (AUCROC) of the prediction models.
In 6206 children, we identified three infancy growth patterns: average, accelerated, and decelerated growth. We found 1.09 (95% CI: 1.06-1.12) greater odds of being overweight for every 10 g/week increase in fetal growth rate at week 34. Compared with average growth, accelerated infant growth was associated with 1.52 (95% CI: 1.20-1.90) greater odds of overweight. Combining fetal and infant growth, children with average fetal growth and accelerated infant growth had 1.96 (95% CI: 1.41-2.73) greater odds of overweight. Fast fetal growth with decelerated infant growth was not associated with being overweight (OR: 0.79 (95% CI: 0.63-0.98)), showing that infant growth modified the association between fetal growth and overweight. When fetal growth was added to a prediction model containing known risk factors, the AUCROC remained unchanged but infant growth improved the predictive capability (AUCROC difference: 0.04 (95% CI: 0.03-0.06)).
Fetal and infant growth were independently associated with overweight, but distinct combinations of fetal and infant growth showed marked differences in risk. Infant, but not fetal, growth improved a prediction model containing known confounders.
人们越来越关注受孕至两岁这 1000 天的时间,认为这是未来体重的重要时期。我们旨在描述胎儿和婴儿生长之间的相互作用,以及它们与儿童超重的关联和预测能力。
我们使用了来自奥胡斯大学医院的常规收集的胎儿生长数据和来自奥胡斯市的 2008-2018 年儿童生长数据。结果是 5-9 岁时超重。使用混合模型从个体轨迹中提取 28 周和 34 周的胎儿生长速度。我们使用潜在类别分析识别婴儿 BMI Z 分数生长模式,并根据胎儿和婴儿生长来估计 5-9 岁时超重的优势比。通过比较预测模型的 ROC 曲线下面积(AUCROC)来评估预测能力。
在 6206 名儿童中,我们确定了三种婴儿生长模式:平均、加速和减速生长。我们发现,胎儿 34 周生长速度每增加 10g/周,超重的几率就会增加 1.09(95%CI:1.06-1.12)。与平均生长相比,加速婴儿生长与超重的几率增加 1.52(95%CI:1.20-1.90)相关。将胎儿和婴儿生长结合起来,具有平均胎儿生长和加速婴儿生长的儿童超重的几率增加 1.96(95%CI:1.41-2.73)。快速胎儿生长与婴儿减速生长无关(比值比:0.79(95%CI:0.63-0.98)),表明婴儿生长改变了胎儿生长与超重之间的关联。当将胎儿生长添加到包含已知危险因素的预测模型中时,AUCROC 保持不变,但婴儿生长提高了预测能力(AUCROC 差异:0.04(95%CI:0.03-0.06))。
胎儿和婴儿的生长与超重独立相关,但胎儿和婴儿生长的不同组合显示出明显的风险差异。婴儿生长,而不是胎儿生长,改善了包含已知混杂因素的预测模型。