Institute of Statistical Science, Academia Sinica, 128 Academia Road, Taipei, 11529, Taiwan.
Women and Infants Hospital in Rhode Island, 101 Dudley St, Providence, 02905, RI, USA.
BMC Pregnancy Childbirth. 2020 Apr 9;20(1):209. doi: 10.1186/s12884-020-02875-2.
Both follicle stimulating hormone (FSH) and anti-mullerian hormone (AMH) are widely used to assess the ovarian reserve in women for in vitro fertilization (IVF). However, studies also showed that both AMH and FSH are significantly associated with age: as age increases, AMH decreases and FSH increases. This study aims to investigate the mechanism of age effect on IVF live birth rate, particularly through mediation and interaction by AMH and FSH.
We conducted a retrospective cohort study of 13970 IVF cycles collected by eIVF from 2010 to 2016. A series of logistic mixed models were used to estimate the association of live birth and AMH (or FSH). The mediation effects and proportion mediated, were quantified by our previously proposed mediation analyses. We further investigated the FSH-modified mediation effects on live birth rate through AMH, accounting for the nonlinear age effect.
Our analyses showed that age effect on live birth was mediated more by AMH than by FSH (18 vs. 6%). The mediation effect through AMH can be further modified by FSH level regardless of women's age.
In summary, mediation model provides a new perspective elucidating the mechanism of IVF successful rate by age. The majority of the age effect on live birth rate remained unexplained by AMH and FSH, suggesting its importance and independent role in IVF.
卵泡刺激素(FSH)和抗苗勒管激素(AMH)均广泛用于评估体外受精(IVF)女性的卵巢储备功能。然而,研究也表明 AMH 和 FSH 与年龄显著相关:随着年龄的增长,AMH 降低,FSH 升高。本研究旨在探讨年龄对 IVF 活产率的影响机制,特别是通过 AMH 和 FSH 的中介和交互作用。
我们对 2010 年至 2016 年 eIVF 收集的 13970 个 IVF 周期进行了回顾性队列研究。采用一系列逻辑混合模型来估计活产率与 AMH(或 FSH)的相关性。通过我们之前提出的中介分析来量化中介效应和中介比例。我们进一步通过 AMH 研究了 FSH 对活产率的中介修正效应,同时考虑了年龄的非线性效应。
我们的分析表明,年龄对活产率的影响更多地通过 AMH 介导,而不是通过 FSH(18%对 6%)。无论女性年龄如何,AMH 水平均可进一步调节 FSH 的中介效应。
综上所述,中介模型为阐明年龄对 IVF 成功率的影响机制提供了新视角。AMH 和 FSH 无法解释活产率的大部分年龄效应,这表明其在 IVF 中的重要性和独立作用。