Cross-sectional and Longitudinal Relationship between Sex Hormones and Six Epigenetic Clocks in Older Adults: Results of the Berlin Aging Study II (BASE-II)

Hannah Schmid, Valentin Max Vetter, Jan Homann, Vivien Bahr, Christina M Lill, Vera Regitz-Zagrosek, Lars Bertram, Ilja Demuth
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Abstract

Beyond their essential roles in regulating reproduction and development, sex hormones play a crucial role in the aging processes. Observational studies have indicated that low sex hormone concentrations in older age are associated with adverse health events. DNA methylation age acceleration (DNAmAA) estimated from epigenetic clocks quantifies differences in biological aging. DNAmAA was previously shown to be associated with age at menopause, ovariectomy, hormone replacement therapy and testosterone level. We analysed the relationship between estradiol, dehydroepiandrosterone sulfate (DHEAS) and the Free Androgen Index (FAI) with DNAmAA estimators from six epigenetic clocks (Horvath’s, Hannum’s, 7-CpG clock, PhenoAge, GrimAge, DunedinPACE) in 1,404 participants of the Berlin Aging Study II (BASE-II, mean age at baseline 68.7 ±3.7 years, 48% women). The relationship was investigated in multiple linear regression models cross-sectionally at two time points and longitudinally over on average 7.3 years of follow-up. We did not observe any consistent associations between the sex hormones and DNAmAA estimators investigated. However, we found several nominal associations (alpha=0.05) of unclear relevance. For instance, we identified an inverse association between DHEAS and Horvath’s DNAmAA, i.e. a reduced biological age with higher DHEAS levels in men at baseline. In women we found an inverse association between estradiol and DunedinPACE (baseline) and a positive association with GrimAge (follow-up). In longitudinal analyses, ΔDHEAS and ΔDunedinPACE were inversely associated in both sexes. Our results suggest that sex hormones play at best a minor role with respect to biological aging in the older population studied here.
性激素与老年人6种表观遗传时钟的横断面和纵向关系:柏林衰老研究II (BASE-II)的结果
除了在调节生殖和发育方面的重要作用外,性激素在衰老过程中也起着至关重要的作用。观察性研究表明,老年人性激素浓度低与不良健康事件有关。根据表观遗传时钟估计的DNA甲基化年龄加速(DNAmAA)量化了生物衰老的差异。DNAmAA先前被证明与绝经年龄、卵巢切除术、激素替代疗法和睾丸激素水平有关。我们分析了1404名柏林衰老研究II (BASE-II,平均基线年龄68.7±3.7岁,48%女性)参与者的6种表观遗传时钟(Horvath, Hannum, 7-CpG时钟,PhenoAge, GrimAge, DunedinPACE)的DNAmAA估计值与雌二醇,脱氢表雄酮硫酸(DHEAS)和游离雄激素指数(FAI)之间的关系。采用多元线性回归模型,在两个时间点进行横断面研究,在平均7.3年的随访期间进行纵向研究。我们没有观察到性激素和所调查的DNAmAA估计值之间存在任何一致的关联。然而,我们发现了一些相关性不明确的名义关联(alpha=0.05)。例如,我们确定了DHEAS和Horvath 's DNAmAA之间的负相关关系,即在基线时,男性生物年龄降低,DHEAS水平较高。在女性中,我们发现雌二醇与DunedinPACE(基线)呈负相关,与GrimAge(随访)呈正相关。在纵向分析中,ΔDHEAS和ΔDunedinPACE在两性中呈负相关。我们的研究结果表明,性激素在研究的老年人口的生理衰老中最多只起很小的作用。
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