Accelerated brain ageing during the COVID-19 pandemic

IF 15.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Ali-Reza Mohammadi-Nejad, Martin Craig, Eleanor F. Cox, Xin Chen, R. Gisli Jenkins, Susan Francis, Stamatios N. Sotiropoulos, Dorothee P. Auer
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Abstract

The impact of SARS-CoV-2 and the COVID-19 pandemic on brain health is recognised, yet specific effects remain understudied. We investigate the pandemic’s impact on brain ageing using longitudinal neuroimaging data from the UK Biobank. Brain age prediction models are trained from hundreds of multi-modal imaging features using a cohort of 15,334 healthy participants. These models are then applied to an independent cohort of 996 healthy participants with two magnetic resonance imaging scans: either both collected before the pandemic (Control groups), or one before and one after the pandemic onset (Pandemic group). Our findings reveal that, even with initially matched brain age gaps (predicted brain age vs. chronological age) and matched for a range of health markers, the pandemic significantly accelerates brain ageing. The Pandemic group shows on average 5.5-month higher deviation of brain age gap at the second time point compared with controls. Accelerated brain ageing is more pronounced in males and those from deprived socio-demographic backgrounds and these deviations exist regardless of SARS-CoV-2 infection. However, accelerated brain ageing correlates with reduced cognitive performance only in COVID-infected participants. Our study highlights the pandemic’s significant impact on brain health, beyond direct infection effects, emphasising the need to consider broader social and health inequalities.

Abstract Image

2019冠状病毒病大流行期间大脑加速老化
SARS-CoV-2和COVID-19大流行对大脑健康的影响已得到承认,但具体影响仍未得到充分研究。我们利用英国生物银行的纵向神经成像数据调查了大流行对大脑衰老的影响。使用15334名健康参与者的队列,从数百个多模态成像特征中训练脑年龄预测模型。然后将这些模型应用于一个由996名健康参与者组成的独立队列,进行两次磁共振成像扫描:要么是在大流行之前收集的(对照组),要么是在大流行发生之前和之后收集的(大流行组)。我们的研究结果表明,即使最初匹配的脑年龄差距(预测的脑年龄与实足年龄)和一系列健康指标相匹配,大流行也显着加速了脑衰老。与对照组相比,大流行组在第二个时间点的脑年龄差距偏差平均高出5.5个月。大脑加速老化在男性和来自贫困社会人口背景的人群中更为明显,无论是否感染SARS-CoV-2,这些偏差都存在。然而,只有在受covid - 19感染的参与者中,大脑老化加速与认知能力下降有关。我们的研究强调了大流行对大脑健康的重大影响,超出了直接感染的影响,强调需要考虑更广泛的社会和健康不平等。
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来源期刊
Nature Communications
Nature Communications Biological Science Disciplines-
CiteScore
24.90
自引率
2.40%
发文量
6928
审稿时长
3.7 months
期刊介绍: Nature Communications, an open-access journal, publishes high-quality research spanning all areas of the natural sciences. Papers featured in the journal showcase significant advances relevant to specialists in each respective field. With a 2-year impact factor of 16.6 (2022) and a median time of 8 days from submission to the first editorial decision, Nature Communications is committed to rapid dissemination of research findings. As a multidisciplinary journal, it welcomes contributions from biological, health, physical, chemical, Earth, social, mathematical, applied, and engineering sciences, aiming to highlight important breakthroughs within each domain.
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