Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
Lancet Digit Health. 2023 Jun;5(6):e350-e359. doi: 10.1016/S2589-7500(23)00043-2. Epub 2023 Apr 14.
Physical frailty is a state of increased vulnerability to stressors and is associated with serious health issues. However, how frailty affects and is affected by numerous other factors, including mental health and brain structure, remains underexplored. We aimed to investigate the mutual effects of frailty and health using large, multidimensional data.
For this population-based study, we used data from the UK Biobank to examine the pattern and direction of association between physical frailty and 325 health-related measures across multiple domains, using linear mixed-effect models and adjusting for numerous confounders. Participants were included if complete data were available for all five indicators of frailty, all covariates, and at least one health measure. We further examined the association between frailty and brain structure and the role of this association in mediating the relationship between frailty and health outcomes.
483 033 participants aged 38-73 years were included in the study at baseline (between Dec 19, 2006, and Oct 1, 2010); at a median follow-up of 9 years (IQR 8-10), behavioural data were available for 46 501 participants and neuroimaging data for 40 210 participants. The severity of physical frailty was significantly associated with decreased cognitive performance (Cohen's d=0·025-0·162), increased early-life risks (d=0·026-0·111), unhealthy lifestyle (d=0·013-0·394), poor physical fitness (d=0·007-0·668), increased symptoms of poor mental health (d=0·032-0·607), severe environmental pollution (d=0·013-0·064), and adverse biochemical markers (d=0·025-0·198). Some associations were bidirectional, with the strongest effects on mental health measures. The severity of frailty correlated with increased total white matter hyperintensity and lower grey matter volume, particularly in subcortical regions (d=0·027-0·082), which significantly mediated the association between frailty and health-related outcomes, although the mediated effects were small.
Physical frailty is associated with diverse unfavourable health-related outcomes, which can be mediated by differences in brain structure. Our findings offer a framework for guiding preventative strategies targeting both frailty and psychiatric disorders.
National Institute of Mental Health, National Science Foundation.
身体虚弱是一种对压力源更加脆弱的状态,与严重的健康问题有关。然而,虚弱如何影响和被许多其他因素影响,包括心理健康和大脑结构,仍未得到充分探索。我们旨在使用大型多维数据研究虚弱和健康之间的相互影响。
在这项基于人群的研究中,我们使用英国生物库的数据,使用线性混合效应模型,调整了许多混杂因素,检查了身体虚弱与多个领域的 325 种健康相关指标之间的模式和关联。如果所有五个虚弱指标、所有协变量和至少一个健康指标都有完整的数据,则将参与者纳入研究。我们还进一步研究了虚弱与大脑结构之间的关联,以及这种关联在介导虚弱与健康结果之间关系中的作用。
483033 名年龄在 38-73 岁的参与者在基线时(2006 年 12 月 19 日至 2010 年 10 月 1 日之间)被纳入研究;在中位数为 9 年(8-10 岁)的随访中,46501 名参与者提供了行为数据,40210 名参与者提供了神经影像学数据。身体虚弱的严重程度与认知表现下降(Cohen's d=0.025-0.162)、早逝风险增加(d=0.026-0.111)、不良生活方式(d=0.013-0.394)、身体机能下降(d=0.007-0.668)、心理健康不良症状增加(d=0.032-0.607)、严重的环境污染(d=0.013-0.064)和不良的生化标志物(d=0.025-0.198)显著相关。一些关联是双向的,对心理健康指标的影响最大。虚弱的严重程度与总白质高信号增加和灰质体积降低有关,特别是在皮质下区域(d=0.027-0.082),这显著中介了虚弱与健康相关结果之间的关联,尽管中介效应较小。
身体虚弱与多种不利的健康相关结果有关,这些结果可以通过大脑结构的差异来介导。我们的发现为指导针对虚弱和精神障碍的预防策略提供了一个框架。
美国国立精神卫生研究所,美国国家科学基金会。