MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
BMC Med. 2022 Sep 12;20(1):295. doi: 10.1186/s12916-022-02494-y.
Observational studies have reported maternal short/long sleep duration to be associated with adverse pregnancy and perinatal outcomes. However, it remains unclear whether there are nonlinear causal effects. Our aim was to use Mendelian randomization (MR) and multivariable regression to examine nonlinear effects of sleep duration on stillbirth (MR only), miscarriage (MR only), gestational diabetes, hypertensive disorders of pregnancy, perinatal depression, preterm birth and low/high offspring birthweight.
We used data from European women in UK Biobank (N=176,897), FinnGen (N=~123,579), Avon Longitudinal Study of Parents and Children (N=6826), Born in Bradford (N=2940) and Norwegian Mother, Father and Child Cohort Study (MoBa, N=14,584). We used 78 previously identified genetic variants as instruments for sleep duration and investigated its effects using two-sample, and one-sample nonlinear (UK Biobank only), MR. We compared MR findings with multivariable regression in MoBa (N=76,669), where maternal sleep duration was measured at 30 weeks.
In UK Biobank, MR provided evidence of nonlinear effects of sleep duration on stillbirth, perinatal depression and low offspring birthweight. Shorter and longer duration increased stillbirth and low offspring birthweight; shorter duration increased perinatal depression. For example, longer sleep duration was related to lower risk of low offspring birthweight (odds ratio 0.79 per 1 h/day (95% confidence interval: 0.67, 0.93)) in the shortest duration group and higher risk (odds ratio 1.40 (95% confidence interval: 1.06, 1.84)) in the longest duration group, suggesting shorter and longer duration increased the risk. These were supported by the lack of evidence of a linear effect of sleep duration on any outcome using two-sample MR. In multivariable regression, risks of all outcomes were higher in the women reporting <5 and ≥10 h/day sleep compared with the reference category of 8-9 h/day, despite some wide confidence intervals. Nonlinear models fitted the data better than linear models for most outcomes (likelihood ratio P-value=0.02 to 3.2×10), except for gestational diabetes.
Our results show shorter and longer sleep duration potentially causing higher risks of stillbirth, perinatal depression and low offspring birthweight. Larger studies with more cases are needed to detect potential nonlinear effects on hypertensive disorders of pregnancy, preterm birth and high offspring birthweight.
观察性研究报告称,母亲的短/长睡眠时间与不良妊娠和围产期结局有关。然而,目前尚不清楚是否存在非线性因果效应。我们的目的是使用孟德尔随机化(MR)和多变量回归来检查睡眠持续时间对死产(仅 MR)、流产(仅 MR)、妊娠糖尿病、妊娠高血压疾病、围产期抑郁、早产和低/高出生体重儿的非线性影响。
我们使用了来自英国生物库(N=176897)、芬兰基因(N=~123579)、雅芳纵向研究父母与子女(N=6826)、布拉德福德出生(N=2940)和挪威母亲、父亲和儿童队列研究(MoBa,N=14584)的欧洲女性的数据。我们使用了 78 个先前确定的遗传变异作为睡眠持续时间的工具,并使用两样本和单一样本非线性(仅 UK Biobank)MR 来研究其影响。我们将 MR 结果与 MoBa 中的多变量回归进行了比较(N=76669),其中在 30 周时测量了母亲的睡眠持续时间。
在 UK Biobank 中,MR 提供了睡眠持续时间对死产、围产期抑郁和低出生体重儿的非线性影响的证据。较短和较长的睡眠时间增加了死产和低出生体重儿的风险;较短的睡眠时间增加了围产期抑郁的风险。例如,在最短睡眠时间组中,较长的睡眠时间与较低的低出生体重儿风险相关(每 1 小时/天的比值比为 0.79(95%置信区间:0.67,0.93)),而在最长睡眠时间组中,风险更高(比值比为 1.40(95%置信区间:1.06,1.84)),表明较短和较长的睡眠时间增加了风险。这些结果得到了两样本 MR 对任何结果均未发现睡眠持续时间线性影响的证据的支持。在多变量回归中,与 8-9 小时/天的参考组相比,报告睡眠时间<5 小时和≥10 小时/天的女性的所有结局风险均较高,尽管置信区间较宽。对于大多数结果(似然比 P 值=0.02 至 3.2×10),非线性模型比线性模型更适合拟合数据,除了妊娠糖尿病。
我们的研究结果表明,较短和较长的睡眠时间可能会导致死产、围产期抑郁和低出生体重儿的风险增加。需要更大的研究来检测妊娠高血压疾病、早产和高出生体重儿的潜在非线性影响。