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利用基因变异探索母亲孕期肥胖对后代未来肥胖的因果效应:一项孟德尔随机化研究

Using Genetic Variation to Explore the Causal Effect of Maternal Pregnancy Adiposity on Future Offspring Adiposity: A Mendelian Randomisation Study.

作者信息

Richmond Rebecca C, Timpson Nicholas J, Felix Janine F, Palmer Tom, Gaillard Romy, McMahon George, Davey Smith George, Jaddoe Vincent W, Lawlor Debbie A

机构信息

MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom.

School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom.

出版信息

PLoS Med. 2017 Jan 24;14(1):e1002221. doi: 10.1371/journal.pmed.1002221. eCollection 2017 Jan.

Abstract

BACKGROUND

It has been suggested that greater maternal adiposity during pregnancy affects lifelong risk of offspring fatness via intrauterine mechanisms. Our aim was to use Mendelian randomisation (MR) to investigate the causal effect of intrauterine exposure to greater maternal body mass index (BMI) on offspring BMI and fat mass from childhood to early adulthood.

METHODS AND FINDINGS

We used maternal genetic variants as instrumental variables (IVs) to test the causal effect of maternal BMI in pregnancy on offspring fatness (BMI and dual-energy X-ray absorptiometry [DXA] determined fat mass index [FMI]) in a MR approach. This was investigated, with repeat measurements, from ages 7 to 18 in the Avon Longitudinal Study of Parents and Children (ALSPAC; n = 2,521 to 3,720 for different ages). We then sought to replicate findings with results for BMI at age 6 in Generation R (n = 2,337 for replication sample; n = 6,057 for total pooled sample). In confounder-adjusted multivariable regression in ALSPAC, a 1 standard deviation (SD, equivalent of 3.7 kg/m2) increase in maternal BMI was associated with a 0.25 SD (95% CI 0.21-0.29) increase in offspring BMI at age 7, with similar results at later ages and when FMI was used as the outcome. A weighted genetic risk score was generated from 32 genetic variants robustly associated with BMI (minimum F-statistic = 45 in ALSPAC). The MR results using this genetic risk score as an IV in ALSPAC were close to the null at all ages (e.g., 0.04 SD (95% CI -0.21-0.30) at age 7 and 0.03 SD (95% CI -0.26-0.32) at age 18 per SD increase in maternal BMI), which was similar when a 97 variant generic risk score was used in ALSPAC. When findings from age 7 in ALSPAC were meta-analysed with those from age 6 in Generation R, the pooled confounder-adjusted multivariable regression association was 0.22 SD (95% CI 0.19-0.25) per SD increase in maternal BMI and the pooled MR effect (pooling the 97 variant score results from ALSPAC with the 32 variant score results from Generation R) was 0.05 SD (95%CI -0.11-0.21) per SD increase in maternal BMI (p-value for difference between the two results = 0.05). A number of sensitivity analyses exploring violation of the MR results supported our main findings. However, power was limited for some of the sensitivity tests and further studies with relevant data on maternal, offspring, and paternal genotype are required to obtain more precise (and unbiased) causal estimates.

CONCLUSIONS

Our findings provide little evidence to support a strong causal intrauterine effect of incrementally greater maternal BMI resulting in greater offspring adiposity.

摘要

背景

有人提出孕期母亲肥胖程度增加会通过宫内机制影响后代肥胖的终生风险。我们的目的是利用孟德尔随机化(MR)研究宫内暴露于较高的母亲体重指数(BMI)对后代从儿童期到成年早期的BMI和脂肪量的因果效应。

方法与结果

我们使用母亲的基因变异作为工具变量(IVs),以MR方法检验孕期母亲BMI对后代肥胖(BMI和双能X线吸收法[DXA]测定的脂肪量指数[FMI])的因果效应。在埃文亲子纵向研究(ALSPAC)中,对7至18岁的儿童进行了重复测量以研究这一问题(不同年龄阶段的样本量为n = 2521至3720)。然后,我们试图用R代研究中6岁时BMI的结果来重复这些发现(重复样本量为n = 2337;总合并样本量为n = 6057)。在ALSPAC的混杂因素调整多变量回归分析中,母亲BMI每增加1个标准差(SD,相当于3.7kg/m²),后代7岁时的BMI增加0.25个标准差(95%CI 0.21 - 0.29),在随后年龄以及以FMI作为结局时也有类似结果。从32个与BMI密切相关的基因变异(ALSPAC中最小F统计量 = 45)生成加权遗传风险评分。在ALSPAC中,使用该遗传风险评分作为IV的MR结果在所有年龄都接近无效值(例如,母亲BMI每增加1个标准差,7岁时为0.04个标准差(95%CI -0.21 - 0.30),18岁时为0.03个标准差(95%CI -0.26 - 0.32)),在ALSPAC中使用97个变异的通用风险评分时结果类似。当将ALSPAC中7岁时的结果与R代研究中6岁时的结果进行荟萃分析时,合并的混杂因素调整多变量回归关联为母亲BMI每增加1个标准差,关联强度为0.22个标准差(95%CI 0.19 - 0.25),合并的MR效应(将ALSPAC的97个变异评分结果与R代研究的32个变异评分结果合并)为母亲BMI每增加1个标准差,效应值为0.05个标准差(95%CI -0.11 - 0.21)(两个结果差异的p值 = 0.05)。一些探索违反MR结果情况的敏感性分析支持了我们的主要发现。然而,部分敏感性检验的效能有限,需要利用母亲、后代和父亲基因型的相关数据进行进一步研究以获得更精确(且无偏)的因果估计。

结论

我们的研究结果几乎没有证据支持母亲BMI逐渐增加会导致后代肥胖增加这一强烈的宫内因果效应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1063/5261553/2ec1597c5d63/pmed.1002221.g001.jpg

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