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多维表观遗传时钟显示精神分裂症患者生理系统加速衰老:一项荟萃分析。

Multidimensional Epigenetic Clocks Demonstrate Accelerated Aging Across Physiological Systems in Schizophrenia: A Meta-Analysis.

作者信息

Harvanek Zachary M, Sehgal Raghav, Borrus Daniel, Kasamoto Jessica, Priyanka Ahana, Corley Michael J, Vinkers Christiaan H, Boks Marco P, Smith Ryan, Dwaraka Varun B, Lasky-Su Jessica, Higgins-Chen Albert T

出版信息

medRxiv. 2024 Oct 30:2024.10.28.24316295. doi: 10.1101/2024.10.28.24316295.

Abstract

IMPORTANCE

Schizophrenia is associated with increased age-related morbidity, mortality, and frailty, which are not entirely explained by behavioral factors. Prior studies using epigenetic clocks have suggested that schizophrenia is associated with accelerated aging, however these studies have primarily used unidimensional clocks that summarize aging as a single "biological age" score.

OBJECTIVE

This meta-analysis uses multidimensional epigenetic clocks that split aging into multiple scores to analyze biological aging in schizophrenia. These novel clocks may provide more granular insights into the mechanistic relationships between schizophrenia, epigenetic aging, and premature morbidity and mortality.

STUDY SELECTION

Selected studies included patients with schizophrenia-spectrum disorders and non- psychiatric controls with available DNA methylation data. Seven cross-sectional datasets were available for this study, with a total sample size of 1,891 patients with schizophrenia and 1,881 controls.

DATA EXTRACTION AND SYNTHESIS

Studies were selected by consensus Meta-analyses were performed using fixed-effect models.

MAIN OUTCOMES AND MEASURES

We analyzed multidimensional epigenetic clocks, including causality- enriched CausAge clocks, physiological system-specific SystemsAge clocks, RetroelementAge, DNAmEMRAge, and multi omics-informed OMICmAge. Meta-analyses examined clock associations with schizophrenia disease status and clozapine use, after accounting for age and sex.

RESULTS

Overall SystemsAge, CausAge, DNAmEMRAge, and OMICmAge scores demonstrated increased epigenetic aging in patients with schizophrenia after strict multiple-comparison testing. Ten of the eleven SystemsAge sub-clocks corresponding to different physiological systems demonstrated increased aging, with strongest effects for Heart and Lung followed by Metabolic and Brain systems. The causality- enriched clocks indicated increases in both damaging and adaptive aging, though these effects were weaker compared to SystemsAge scores. OMICmAge indicated changes in multiple clinical biomarkers, including hematologic and hepatic markers that support system-specific aging, as well as novel proteins and metabolites not previously linked to schizophrenia. Most clocks demonstrated age acceleration at the first psychotic episode. Notably, clozapine use was associated with increased Heart and Inflammation aging, which may partially be driven by smoking. Most results survived strict Bonferroni multiple testing correction.

CONCLUSIONS AND RELEVANCE

These are the first analyses of novel multidimensional clocks in patients with schizophrenia and provide a nuanced view of aging that identifies multiple organ systems at high risk for disease in schizophrenia-related disorders.

摘要

重要性

精神分裂症与年龄相关的发病率、死亡率和虚弱增加有关,而行为因素并不能完全解释这些情况。先前使用表观遗传时钟的研究表明,精神分裂症与加速衰老有关,然而这些研究主要使用的是将衰老总结为单一“生物学年龄”分数的一维时钟。

目的

这项荟萃分析使用多维表观遗传时钟,将衰老分解为多个分数,以分析精神分裂症中的生物衰老。这些新型时钟可能会为精神分裂症、表观遗传衰老与过早发病和死亡之间的机制关系提供更详细的见解。

研究选择

入选研究包括患有精神分裂症谱系障碍的患者和有可用DNA甲基化数据的非精神科对照。本研究有7个横断面数据集,精神分裂症患者总样本量为1891例,对照为1881例。

数据提取与合成

通过共识选择研究。使用固定效应模型进行荟萃分析。

主要结局和指标

我们分析了多维表观遗传时钟,包括富含因果关系的CausAge时钟、生理系统特异性的SystemsAge时钟、RetroelementAge、DNAmEMRAge和多组学信息的OMICmAge。在考虑年龄和性别后,荟萃分析检查了时钟与精神分裂症疾病状态和氯氮平使用的关联。

结果

在严格的多重比较检验后,总体SystemsAge、CausAge、DNAmEMRAge和OMICmAge分数显示精神分裂症患者的表观遗传衰老增加。与不同生理系统相对应的11个SystemsAge子时钟中有10个显示衰老增加,对心脏和肺部的影响最强,其次是代谢和大脑系统。富含因果关系的时钟表明有害衰老和适应性衰老均增加,尽管与SystemsAge分数相比,这些影响较弱。OMICmAge表明多种临床生物标志物发生变化,包括支持系统特异性衰老的血液学和肝脏标志物,以及先前与精神分裂症无关的新型蛋白质和代谢物。大多数时钟在首次精神病发作时显示年龄加速。值得注意的是,使用氯氮平与心脏和炎症衰老增加有关,这可能部分由吸烟驱动。大多数结果在严格的Bonferroni多重检验校正后仍然成立。

结论与意义

这些是对精神分裂症患者新型多维时钟的首次分析,并提供了一个细致入微的衰老观点,确定了精神分裂症相关疾病中多个高疾病风险的器官系统。

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