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从中年到老年的表观遗传衰老和虚弱的时间动态。

Temporal Dynamics of Epigenetic Aging and Frailty From Midlife to Old Age.

机构信息

Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.

Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden.

出版信息

J Gerontol A Biol Sci Med Sci. 2024 Oct 1;79(10). doi: 10.1093/gerona/glad251.

Abstract

BACKGROUND

DNA methylation-derived epigenetic clocks and frailty are well-established biological age measures capturing different aging processes. However, whether they are dynamically linked to each other across chronological age remains poorly understood.

METHODS

This analysis included 1 309 repeated measurements in 524 individuals aged 50-90 years from the Swedish Adoption/Twin Study of Aging. Frailty was measured using a validated 42-item frailty index (FI). Five epigenetic clocks were calculated, including 4 principal component (PC)-based clocks trained on chronological age (PCHorvathAge and PCHannumAge) and aging-related physiological conditions (PCPhenoAge and PCGrimAge), and a pace of aging clock (DunedinPACE). Using dual change score models, we examined the dynamic, bidirectional associations between each of the epigenetic clocks and the FI over age to test for potential causal associations.

RESULTS

The FI exhibited a nonlinear, accelerated increase across the older adulthood, whereas the epigenetic clocks mostly increased linearly with age. For PCHorvathAge, PCHannumAge, PCPhenoAge, and PCGrimAge, their associations with the FI were primarily due to correlated levels at age 50 but with no evidence of a dynamic longitudinal association. In contrast, we observed a unidirectional association between DunedinPACE and the FI, where a higher DunedinPACE predicted a subsequent increase in the FI, but not vice versa.

CONCLUSIONS

Our results highlight a temporal order between epigenetic aging and frailty such that changes in DunedinPACE precede changes in the FI. This potentially suggests that the pace of aging clock can be used as an early marker of the overall physiological decline at system level.

摘要

背景

基于 DNA 甲基化的表观遗传时钟和脆弱性是公认的生物年龄衡量标准,可捕捉不同的衰老过程。然而,它们在年龄上是否相互动态关联仍知之甚少。

方法

本分析纳入了来自瑞典收养/双胞胎衰老研究的 524 名 50-90 岁个体的 1309 次重复测量。使用经过验证的 42 项虚弱指数(FI)来衡量虚弱。计算了 5 个表观遗传时钟,包括基于年龄的 4 个主成分(PC)时钟(PCHorvathAge 和 PCHannumAge)和与衰老相关的生理条件(PCPhenoAge 和 PCGrimAge),以及一个衰老速度时钟(DunedinPACE)。使用双变化分数模型,我们研究了每个表观遗传时钟与 FI 之间的动态、双向关联,以测试潜在的因果关联。

结果

FI 在整个成年后期呈非线性加速增长,而表观遗传时钟主要随年龄线性增加。对于 PCHorvathAge、PCHannumAge、PCPhenoAge 和 PCGrimAge,它们与 FI 的关联主要归因于 50 岁时的相关水平,但没有动态纵向关联的证据。相比之下,我们观察到 DunedinPACE 和 FI 之间存在单向关联,即较高的 DunedinPACE 预测随后 FI 的增加,但反之则不然。

结论

我们的研究结果突出了表观遗传衰老和脆弱性之间的时间顺序,即 DunedinPACE 的变化先于 FI 的变化。这可能表明,衰老时钟的速度可以作为系统水平整体生理衰退的早期标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0a5/11421301/e6bad1376f0c/glad251_fig1.jpg

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