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个体大脑功能连接和能力在成年期的发展变化。

Development of Individual Variability in Brain Functional Connectivity and Capability across the Adult Lifespan.

机构信息

School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China.

Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.

出版信息

Cereb Cortex. 2021 Jul 5;31(8):3925-3938. doi: 10.1093/cercor/bhab059.

Abstract

Individual variability exists in both brain function and behavioral performance. However, changes in individual variability in brain functional connectivity and capability across adult development and aging have not yet been clearly examined. Based on resting-state functional magnetic resonance imaging data from a large cohort of participants (543 adults, aged 18-88 years), brain functional connectivity was analyzed to characterize the spatial distribution and differences in individual variability across the adult lifespan. Results showed high individual variability in the association cortex over the adult lifespan, whereas individual variability in the primary cortex was comparably lower in the initial stage but increased with age. Individual variability was also negatively correlated with the strength/number of short-, medium-, and long-range functional connections in the brain, with long-range connections playing a more critical role in increasing global individual variability in the aging brain. More importantly, in regard to specific brain regions, individual variability in the motor cortex was significantly correlated with differences in motor capability. Overall, we identified specific patterns of individual variability in brain functional structure during the adult lifespan and demonstrated that functional variability in the brain can reflect behavioral performance. These findings advance our understanding of the underlying principles of the aging brain across the adult lifespan and suggest how to characterize degenerating behavioral capability using imaging biomarkers.

摘要

个体在大脑功能和行为表现上存在差异。然而,个体在大脑功能连接和能力方面的变化在成年后和衰老过程中的变化尚未得到明确的检验。基于一个大型参与者队列(543 名成年人,年龄在 18 岁至 88 岁之间)的静息态功能磁共振成像数据,分析了大脑功能连接,以描述成年期大脑功能连接的空间分布和个体差异。结果表明,在成年期,联合皮层的个体差异很大,而初级皮层的个体差异在初始阶段相对较低,但随着年龄的增长而增加。个体差异与大脑中短、中、长距离功能连接的强度/数量呈负相关,长距离连接在增加衰老大脑的整体个体变异性方面起着更关键的作用。更重要的是,对于特定的脑区,运动皮层的个体差异与运动能力的差异显著相关。总的来说,我们在成年期确定了大脑功能结构中个体差异的特定模式,并证明了大脑的功能变异性可以反映行为表现。这些发现推进了我们对成年期大脑老化的潜在原理的理解,并提出了如何使用影像学生物标志物来描述退行性行为能力。

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