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老年人功能性脑网络与行动能力障碍的图论分析

Graph theory analysis of functional brain networks and mobility disability in older adults.

作者信息

Hugenschmidt Christina E, Burdette Jonathan H, Morgan Ashley R, Williamson Jeff D, Kritchevsky Stephen B, Laurienti Paul J

机构信息

Sticht Center on Aging and Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina.

Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina.

出版信息

J Gerontol A Biol Sci Med Sci. 2014 Nov;69(11):1399-406. doi: 10.1093/gerona/glu048. Epub 2014 Apr 9.

Abstract

BACKGROUND

The brain's structural integrity is associated with mobility function in older adults. Changes in function may be evident earlier than changes in structure and may be more directly related to mobility. Therefore, we assessed whether functional brain networks varied with mobility function in older adults.

METHODS

Short Physical Performance Battery (SPPB) and resting state functional magnetic resonance imaging were collected on 24 young (mean age = 26.4±5.1) and 48 older (mean age = 72.04±5.1) participants. Older participants were divided into three groups by SPPB score: Low SPPB (score = 7-9), Mid SPPB (score = 10), High SPPB (score = 11-12).Graph theory-based methods were used to characterize and compare brain network organization.

RESULTS

Connectivity in the somatomotor cortex distinguished between groups based on SPPB score. The community structure of the somatomotor cortex was significantly less consistent in the Low SPPB group (mean = 0.097±0.05) compared with Young (mean = 0.163±0.09, p = .03) SPPB group. Striking differences were evident in second-order connections between somatomotor cortex and superior temporal gyrus and insula that reached statistical significance. The Low SPPB group (mean = 140.87±109.30) had a significantly higher number of connections than Young (mean = 45.05±33.79, p = .0003) or High (mean = 49.61±35.31, p = .002) SPPB group.

CONCLUSIONS

Older adults with poorer mobility function exhibited reduced consistency of somatomotor community structure and a greater number of secondary connections with vestibular and multisensory regions of the brain. Further study is needed to fully interpret these effects, but analysis of functional brain networks adds new insights to the contribution of the brain to mobility.

摘要

背景

大脑的结构完整性与老年人的运动功能相关。功能变化可能比结构变化更早显现,并且可能与运动更直接相关。因此,我们评估了老年人的功能性脑网络是否随运动功能而变化。

方法

对24名年轻人(平均年龄 = 26.4±5.1)和48名老年人(平均年龄 = 72.04±5.1)进行了简短体能状况量表(SPPB)测试和静息态功能磁共振成像。根据SPPB评分将老年参与者分为三组:低SPPB组(评分 = 7 - 9)、中SPPB组(评分 = 10)、高SPPB组(评分 = 11 - 12)。基于图论的方法用于表征和比较脑网络组织。

结果

躯体运动皮层的连通性根据SPPB评分区分不同组。与年轻(平均 = 0.163±0.09,p = 0.03)SPPB组相比,低SPPB组(平均 = 0.097±0.05)躯体运动皮层的群落结构一致性显著降低。躯体运动皮层与颞上回和脑岛之间的二阶连接存在显著差异,具有统计学意义。低SPPB组(平均 = 140.87±109.30)的连接数量显著高于年轻(平均 = 45.05±33.79,p = 0.0003)或高(平均 = 49.61±35.31,p = 0.002)SPPB组。

结论

运动功能较差的老年人表现出躯体运动群落结构一致性降低,以及与大脑前庭和多感觉区域的二级连接数量增加。需要进一步研究以充分解释这些影响,但对功能性脑网络的分析为大脑对运动的贡献提供了新的见解。

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