Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Icahn School of Medicine at Mount Sinai, New York, NY, USA; Karlstad University, Karlstad, Sweden.
Environ Res. 2020 Mar;182:109044. doi: 10.1016/j.envres.2019.109044. Epub 2019 Dec 14.
Epidemiologic studies investigating prenatal exposures in relation to growth typically rely on cumulative growth measures such as weight or BMI. However, less is known about how prenatal exposure may impact other aspects of growth dynamics, including timing and velocity.
To describe and apply a nonlinear growth model previously used in other health science fields to characterize postnatal growth trajectories for use in environmental epidemiology studies.
We used a double logistic function to model child weight trajectories from birth to 5.5 years using data from the Swedish Environmental Longitudinal Mother and Child, Asthma and Allergy (SELMA) study. From this, we approximated several infant growth metrics: 1) duration of time needed to complete 90% of the infant growth spurt (Δt), 2) the maximum growth rate in infancy or infant peak growth velocity (PGV), 3) the age at infant PGV (δ), a measure of growth tempo, and 4) the weight plateau at the end of the infant growth spurt (α). We assessed these metrics in relation to prenatal perfluorooctanoic acid (PFOA) exposure among 1334 mother-child pairs, and differences between boys and girls.
Average estimated infant PGV and its timing (δ) were 0.68 kg/month and 3.4 months, respectively. Mean infant growth spurt duration (Δt) was 13 months, ending at an average weight plateau (α) of 8.2 kg. Higher prenatal PFOA concentrations were related to a longer duration of infant growth (Δt: 0.06; 95% CI = 0.01, 0.11). PGV was not impacted, but higher prenatal PFOA concentrations were significantly related to delayed infant PGV (δ: 0.58; 95% CI = 0.17, 0.99) and a higher post-spurt weight plateau (α: 0.81; 95% CI = 0.21, 1.41). After adjusting for false discovery, results were only significant for δ and α. We observed a significant interaction by sex for the association with δ, and stratified analyses revealed the association was only significant among girls.
Model-derived growth metrics were consistent with published growth standards. This novel application of nonlinear growth modeling enabled detection of altered infant growth dynamics in relation to prenatal PFOA exposure. Our results may help describe how PFOA yields lower birthweights, but higher weight later in childhood. Future applications may characterize adolescent growth or additional metrics of biological interest.
研究产前暴露与生长关系的流行病学研究通常依赖于体重或 BMI 等累积生长指标。然而,对于产前暴露如何影响生长动态的其他方面,包括时间和速度,了解较少。
描述并应用先前在其他健康科学领域中使用的非线性生长模型,以描述用于环境流行病学研究的新生儿生长轨迹。
我们使用双逻辑函数对瑞典环境纵向母婴哮喘过敏研究(SELMA)中从出生到 5.5 岁的儿童体重轨迹进行建模。由此,我们近似了几个婴儿生长指标:1)完成婴儿生长突增 90%所需的时间(Δt),2)婴儿期最大生长率或婴儿峰值生长速度(PGV),3)婴儿 PGV 的年龄(δ),这是生长节奏的一种衡量标准,4)婴儿生长突增结束时的体重平台(α)。我们评估了这些指标与 1334 对母婴对中产前全氟辛酸(PFOA)暴露之间的关系,以及男孩和女孩之间的差异。
婴儿 PGV 的平均估计值及其时间(δ)分别为 0.68kg/月和 3.4 个月。婴儿生长突增的平均持续时间(Δt)为 13 个月,结束时的平均体重平台(α)为 8.2kg。较高的产前 PFOA 浓度与婴儿生长时间的延长有关(Δt:0.06;95%CI=0.01,0.11)。PGV 不受影响,但较高的产前 PFOA 浓度与婴儿 PGV 延迟(δ:0.58;95%CI=0.17,0.99)和突增后体重平台较高(α:0.81;95%CI=0.21,1.41)有关。在调整了假发现率后,结果仅在δ和α方面具有统计学意义。我们观察到性别对δ的关联存在显著的交互作用,分层分析表明,这种关联仅在女孩中具有统计学意义。
模型衍生的生长指标与已发表的生长标准一致。这种非线性生长模型的新应用能够检测到与产前 PFOA 暴露相关的婴儿生长动态变化。我们的研究结果可能有助于描述 PFOA 如何导致出生体重较低,但在儿童后期体重较高。未来的应用可能会描述青少年的生长情况或其他具有生物学意义的指标。