Center for Life Course Health Research, University of Oulu, Oulu, Finland.
Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland.
Int J Obes (Lond). 2021 Feb;45(2):404-414. doi: 10.1038/s41366-020-00695-0. Epub 2020 Oct 11.
BACKGROUND/OBJECTIVE: Children BMI is a longitudinal phenotype, developing through interplays between genetic and environmental factors. Whilst childhood obesity is escalating, we require a better understanding of its early origins and variation across generations to prevent it.
SUBJECTS/METHODS: We designed a cross-cohort study including 12,040 Finnish children from the Northern Finland Birth Cohorts 1966 and 1986 (NFBC1966 and NFBC1986) born before or at the start of the obesity epidemic. We used group-based trajectory modelling to identify BMI trajectories from 2 to 20 years. We subsequently tested their associations with early determinants (mother and child) and the possible difference between generations, adjusted for relevant biological and socioeconomic confounders.
We identified four BMI trajectories, 'stable-low' (34.8%), 'normal' (44.0%), 'stable-high' (17.5%) and 'early-increase' (3.7%). The 'early-increase' trajectory represented the highest risk for obesity. We analysed a dose-response association of maternal pre-pregnancy BMI and smoking with BMI trajectories. The directions of effect were consistent across generations and the effect sizes tended to increase from earlier generation to later. Respectively for NFBC1966 and NFBC1986, the adjusted risk ratios of being in the early-increase group were 1.08 (1.06-1.10) and 1.12 (1.09-1.15) per unit of pre-pregnancy BMI and 1.44 (1.05-1.96) and 1.48 (1.17-1.87) in offspring of smoking mothers compared to non-smokers. We observed similar relations with infant factors including birthweight for gestational age and peak weight velocity. In contrast, the age at adiposity peak in infancy was associated with the BMI trajectories in NFBC1966 but did not replicate in NFBC1986.
Exposures to adverse maternal predictors were associated with a higher risk obesity trajectory and were consistent across generations. However, we found a discordant association for the timing of adiposity peak over a 20-year period. This suggests the role of residual environmental factors, such as nutrition, and warrants additional research to understand the underlying gene-environment interplay.
背景/目的:儿童 BMI 是一种纵向表型,通过遗传和环境因素的相互作用发展而来。虽然儿童肥胖症正在加剧,但我们需要更好地了解其早期起源和代际间的变化,以预防肥胖症。
对象/方法:我们设计了一项跨队列研究,纳入了 1966 年和 1986 年(NFBC1966 和 NFBC1986)芬兰北部出生队列的 12040 名儿童,他们出生于肥胖症流行之前或之初。我们使用基于群组的轨迹建模来确定 2 至 20 岁的 BMI 轨迹。随后,我们测试了它们与早期决定因素(母亲和儿童)的关联,以及在调整了相关生物学和社会经济混杂因素后,两代人之间的差异。
我们确定了四种 BMI 轨迹,“稳定低”(34.8%)、“正常”(44.0%)、“稳定高”(17.5%)和“早期增加”(3.7%)。“早期增加”轨迹代表肥胖的最高风险。我们分析了母亲孕前 BMI 和吸烟与 BMI 轨迹的剂量反应关联。效应方向在两代人中是一致的,并且效应大小从较早的一代到较晚的一代趋于增加。分别对于 NFBC1966 和 NFBC1986,处于早期增加组的调整后风险比为每单位孕前 BMI 的 1.08(1.06-1.10)和 1.12(1.09-1.15),以及母亲吸烟的后代为 1.44(1.05-1.96)和 1.48(1.17-1.87),与不吸烟者相比。我们观察到与婴儿因素(包括胎龄出生体重和体重峰值速度)类似的关系。相比之下,婴儿期肥胖峰值年龄与 NFBC1966 的 BMI 轨迹相关,但在 NFBC1986 中并未复制。
暴露于不良的母亲预测因素与更高的肥胖风险轨迹相关,并且在两代人中是一致的。然而,我们发现 20 年期间肥胖峰值时间的关联存在差异。这表明营养等残留环境因素的作用,并需要进一步研究以了解潜在的基因-环境相互作用。