School of Medical Sciences, Örebro University, Örebro, Sweden.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Int J Epidemiol. 2020 Jun 1;49(3):857-875. doi: 10.1093/ije/dyaa040.
Previous studies are inconclusive concerning the association between maternal pre-pregnancy overweight/obesity and risk of attention-deficit/hyperactivity disorder (ADHD) in offspring. We therefore conducted a systematic review and meta-analysis to clarify this association. To address the variation in confounding adjustment between studies, especially inadequate adjustment of unmeasured familial confounding in most studies, we further performed cousin and sibling comparisons in a nationwide population-based cohort in Sweden.
We searched PubMed, Embase and PsycINFO during 1975-2018. We used random-effects models to calculate pooled risk ratios (RRs) with 95% confidence interval. In the population-based study, Cox proportional hazard models were used to calculate the unadjusted hazard ratios (HRs) and HRs adjusted for all confounders identified in previous studies. Stratified Cox models were applied to data on full cousins and full siblings to further control for unmeasured familial confounding.
Eight cohorts with a total of 784 804 mother-child pairs were included in the meta-analysis. Maternal overweight [RRoverweight = 1.31 (1.25-1.38), I2 = 6.80%] and obesity [RRobesity = 1.92 (1.84-2.00), I2 = 0.00%] were both associated with an increased risk of ADHD in offspring. In the population-based cohort of 971 501 individuals born between 1992 and 2004, unadjusted Cox models revealed similar associations [HRoverweight = 1.30 (1.28-1.34), HRobesity = 1.92 (1.87-1.98)]. These associations gradually attenuated towards the null when adjusted for measured confounders [HRoverweight = 1.21 (1.19-1.25), HRobesity = 1.60 (1.55-1.65)], unmeasured factors shared by cousins [HRoverweight = 1.10 (0.98-1.23), HRobesity = 1.44 (1.22-1.70)] and unmeasured factors shared by siblings [HRoverweight = 1.01 (0.92-1.11), HRobesity = 1.10 (0.94-1.27)].
Pre-pregnancy overweight/obesity is associated with an increased risk of ADHD in offspring. The observed association is largely due to unmeasured familial confounding.
先前的研究对于母亲孕前超重/肥胖与后代注意缺陷多动障碍(ADHD)风险之间的关联尚无定论。因此,我们进行了一项系统综述和荟萃分析以阐明这种关联。为了解决研究中混杂因素调整的差异,特别是大多数研究中对未测量的家族性混杂因素调整不足的问题,我们进一步在瑞典的一个全国性基于人群的队列中进行了表亲和同胞比较。
我们于 1975 年至 2018 年期间在 PubMed、Embase 和 PsycINFO 中进行了检索。我们使用随机效应模型计算具有 95%置信区间的合并风险比(RR)。在基于人群的研究中,我们使用 Cox 比例风险模型计算未调整的风险比(HR)和先前研究中确定的所有混杂因素调整后的 HR。分层 Cox 模型应用于全表亲数据和全同胞数据,以进一步控制未测量的家族性混杂因素。
共有 784804 对母婴对的 8 个队列纳入了荟萃分析。母亲超重[RRoverweight=1.31(1.25-1.38),I2=6.80%]和肥胖[RRobesity=1.92(1.84-2.00),I2=0.00%]与后代 ADHD 风险增加相关。在 1992 年至 2004 年间出生的 971501 名个体的基于人群的队列中,未调整的 Cox 模型显示出类似的关联[HRoverweight=1.30(1.28-1.34),HRobesity=1.92(1.87-1.98)]。当调整为测量的混杂因素时,这些关联逐渐向无效假设方向减弱[HRoverweight=1.21(1.19-1.25),HRobesity=1.60(1.55-1.65)],与表亲共享的未测量因素[HRoverweight=1.10(0.98-1.23),HRobesity=1.44(1.22-1.70)]和与同胞共享的未测量因素[HRoverweight=1.01(0.92-1.11),HRobesity=1.10(0.94-1.27)]。
孕前超重/肥胖与后代 ADHD 风险增加有关。观察到的关联主要归因于未测量的家族性混杂因素。