MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
BMC Med. 2022 Mar 24;20(1):103. doi: 10.1186/s12916-022-02293-5.
Women's reproductive factors include their age at menarche and menopause, the age at which they start and stop having children and the number of children they have. Studies that have linked these factors with disease risk have largely investigated individual reproductive factors and have not considered the genetic correlation and total interplay that may occur between them. This study aimed to investigate the nature of the relationships between eight female reproductive factors.
We used data from the UK Biobank and genetic consortia with data available for the following 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. Linkage disequilibrium score regression (LDSC) was performed to investigate the genetic correlation between reproductive factors. We then applied Mendelian randomisation (MR) methods to estimate the causal relationships between these factors. Sensitivity analyses were used to investigate directionality of the effects, test for evidence of pleiotropy and account for sample overlap.
LDSC indicated that most reproductive factors are genetically correlated (r range: |0.06-0.94|), though there was little evidence for genetic correlations between lifetime number of sexual partners and age at last birth, number of births and ever being parous (r < 0.01). MR revealed potential causal relationships between many reproductive factors, including later age at menarche (1 SD increase) leading to a later age at first sexual intercourse (beta (B) = 0.09 SD, 95% confidence intervals (CI) = 0.06,0.11), age at first birth (B = 0.07 SD, CI = 0.04,0.10), age at last birth (B = 0.06 SD, CI = 0.04,0.09) and age at menopause (B = 0.06 SD, CI = 0.03,0.10). Later age at first birth was found to lead to a later age at menopause (B = 0.21 SD, CI = 0.13,0.29), age at last birth (B = 0.72 SD, CI = 0.67, 0.77) and a lower number of births (B = -0.38 SD, CI = -0.44, -0.32).
This study presents evidence that women's reproductive factors are genetically correlated and causally related. Future studies examining the health sequelae of reproductive factors should consider a woman's entire reproductive history, including the causal interplay between reproductive factors.
女性生殖因素包括初潮和绝经年龄、开始和停止生育的年龄以及生育子女的数量。将这些因素与疾病风险联系起来的研究大多只调查了单个生殖因素,而没有考虑到它们之间可能发生的遗传相关性和总相互作用。本研究旨在探讨 8 种女性生殖因素之间的关系本质。
我们使用了英国生物银行(UK Biobank)和遗传联盟的数据,这些数据可用于以下生殖因素: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终生性伴侣数量。连锁不平衡得分回归(LDSC)用于研究生殖因素之间的遗传相关性。然后,我们应用孟德尔随机化(MR)方法来估计这些因素之间的因果关系。我们进行了敏感性分析,以调查效应的方向性、检验多效性的证据,并考虑样本重叠。
LDSC 表明,大多数生殖因素具有遗传相关性(r 范围:|0.06-0.94|),尽管终生性伴侣数量与最后一次生育年龄、生育次数和曾生育过之间几乎没有遗传相关性(r<0.01)。MR 揭示了许多生殖因素之间存在潜在的因果关系,包括初潮年龄较晚(增加 1 个标准差)导致首次发生性行为的年龄较晚(B=0.09 个标准差,95%置信区间[CI]:0.06,0.11)、首次生育年龄(B=0.07 个标准差,CI:0.04,0.10)、最后一次生育年龄(B=0.06 个标准差,CI:0.04,0.09)和绝经年龄(B=0.06 个标准差,CI:0.03,0.10)。首次生育年龄较晚导致绝经年龄较晚(B=0.21 个标准差,CI:0.13,0.29)、最后一次生育年龄(B=0.72 个标准差,CI:0.67,0.77)和生育次数减少(B=-0.38 个标准差,CI:-0.44,-0.32)。
本研究提供了证据表明,女性生殖因素在遗传上是相关的,并且存在因果关系。未来研究检查生殖因素对健康的影响时,应考虑女性的整个生殖史,包括生殖因素之间的因果相互作用。