MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
BMC Med. 2023 Sep 12;21(1):350. doi: 10.1186/s12916-023-03051-x.
Few studies have investigated associations between adiposity and reproductive factors using causal methods, both of which have a number of consequences on women's health. Here we assess whether adiposity at different points in the lifecourse affects reproductive factors differently and independently, and the plausibility of the impact of reproductive factors on adiposity.
We used genetic data from UK Biobank (273,238 women) and other consortia (EGG, GIANT, ReproGen and SSGAC) for eight reproductive factors: age at menarche, age at menopause, age at first birth, age at last birth, number of births, being parous, age first had sexual intercourse and lifetime number of sexual partners, and two adiposity traits: childhood and adulthood body size. We applied multivariable Mendelian randomization to account for genetic correlation and to estimate the causal effects of childhood and adulthood adiposity, independently of each other, on reproductive factors. Additionally, we estimated the effects of reproductive factors, independently of other relevant reproductive factors, on adulthood adiposity.
We found a higher childhood body size leads to an earlier age at menarche, and an earlier age at menarche leads to a higher adulthood body size. Furthermore, we find contrasting and independent effects of childhood and adulthood body size on age at first birth (beta 0.22 SD (95% confidence interval: 0.14, 0.31) vs - 2.49 (- 2.93, - 2.06) per 1 SD increase), age at last birth (0.13 (0.06,0.21) vs - 1.86 (- 2.23, - 1.48) per 1 SD increase), age at menopause (0.17 (0.09, 0.25) vs - 0.99 (- 1.39, - 0.59) per 1 SD increase), and likelihood of having children (Odds ratio 0.97 (0.95, 1.00) vs 1.20 (1.06, 1.37) per 1 SD increase).
Our findings demonstrate the importance of considering a lifecourse approach when investigating the inter-relationships between adiposity measures and reproductive events, as well as the use of 'age specific' genetic instruments when evaluating lifecourse hypotheses in a Mendelian randomization framework.
很少有研究使用因果方法来研究肥胖和生殖因素之间的关系,而这些因素都会对女性健康产生许多影响。在这里,我们评估了生命过程中不同时间点的肥胖程度是否会对生殖因素产生不同的独立影响,以及生殖因素对肥胖的影响是否合理。
我们使用了来自英国生物库(273238 名女性)和其他联盟(EGG、GIANT、ReproGen 和 SSGAC)的遗传数据,用于评估八个生殖因素:初潮年龄、绝经年龄、首次生育年龄、最后一次生育年龄、生育次数、生育次数、首次发生性行为的年龄和一生伴侣的数量,以及两个肥胖特征:儿童期和成年期体型。我们应用多变量孟德尔随机化来解释遗传相关性,并独立估计儿童期和成年期肥胖对生殖因素的因果影响。此外,我们还估计了生殖因素对成年肥胖的影响,而不受其他相关生殖因素的影响。
我们发现,较高的儿童期体型会导致初潮年龄较早,而较早的初潮年龄会导致成年期体型较高。此外,我们发现儿童期和成年期体型对首次生育年龄(β0.22 SD(95%置信区间:0.14,0.31)与每增加 1 SD 下降 2.49(-2.93,-2.06))、最后生育年龄(0.13(0.06,0.21)与每增加 1 SD 下降 1.86(-2.23,-1.48))、绝经年龄(0.17(0.09,0.25)与每增加 1 SD 下降 0.99(-1.39,-0.59))和生育可能性(优势比 0.97(0.95,1.00)与每增加 1 SD 增加 1.20(1.06,1.37))有相反和独立的影响。
我们的研究结果表明,在研究肥胖测量和生殖事件之间的相互关系时,考虑生命过程方法非常重要,并且在孟德尔随机化框架中评估生命过程假设时,使用“年龄特异性”遗传工具也非常重要。