Marvin Petersen, Moritz Link, Carola Mayer, Felix Naegele, Maximilian Schell, Jens Fiehler, Juergen Link, Simone Kuehn, Raphael Twerenbold, Amir Omidvarnia, Felix Hoffstaedter, Kaustubh R. Patil, Simon B. Eickhoff, Goetz Thomalla, Bastian Cheng
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引用次数: 0
摘要
全球预期寿命的延长带来了与年龄相关的认知和运动能力下降的挑战。为了更好地了解潜在的机制,我们对英国生物库(UK Biobank)和汉堡市健康研究(Hamburg City Health Study)中的 40,579 人进行了大规模神经成像分析,研究了基于磁共振成像(MRI)的大脑生物衰老标志物、认知和运动能力以及可改变的血管风险因素之间的联系。通过偏最小二乘法相关性分析(PLS),我们研究了大脑生物衰老的三个成像标志物--相对脑龄、假定血管源性白质高密度和骨架化平均扩散峰值宽度--与多领域认知测试表现和运动测试结果之间的多变量关联效应。PLS 发现了一个潜在维度,将较高的大脑生物老化标记与较差的认知和运动表现联系起来,占共享方差的 94.7%。此外,中介分析显示,大脑生物老化中介了血管风险因素(包括高血压、血糖、肥胖和吸烟)与认知和运动功能的关系。这些结果在两个队列中均可复制。通过将多领域数据与综合方法相结合,我们的研究为血管健康、大脑生物老化、认知功能和运动表现之间的直接联系提供了证据,强调了在老龄人口中尽早采取有针对性的预防策略以保持认知和运动独立性的必要性。
Markers of Biological Brain Aging Mediate Effects of Vascular Risk Factors on Cognitive and Motor Functions: A Multivariate Imaging Analysis of 40,579 Individuals
The increasing global life expectancy brings forth challenges associated with age-related cognitive and motor declines. To better understand underlying mechanisms, we investigated the connection between markers of biological brain aging based on magnetic resonance imaging (MRI), cognitive and motor performance, as well as modifiable vascular risk factors, using a large-scale neuroimaging analysis in 40,579 individuals of the population-based UK Biobank and Hamburg City Health Study. Employing partial least squares correlation analysis (PLS), we investigated multivariate associative effects between three imaging markers of biological brain aging - relative brain age, white matter hyperintensities of presumed vascular origin, and peak-width of skeletonized mean diffusivity - and multi-domain cognitive test performances and motor test results. The PLS identified a latent dimension linking higher markers of biological brain aging to poorer cognitive and motor performances, accounting for 94.7% of shared variance. Furthermore, a mediation analysis revealed that biological brain aging mediated the relationship of vascular risk factors - including hypertension, glucose, obesity, and smoking - to cognitive and motor function. These results were replicable in both cohorts. By integrating multi-domain data with a comprehensive methodological approach, our study contributes evidence of a direct association between vascular health, biological brain aging, and functional cognitive as well as motor performance, emphasizing the need for early and targeted preventive strategies to maintain cognitive and motor independence in aging populations.