Flodin Pär, Jonasson Lars S, Riklund Katrin, Nyberg Lars, Boraxbekk C J
Center for Demographic and Aging Research, Umeå UniversityUmeå, Sweden.
Umeå Center for Functional Brain Imaging, Umeå UniversityUmeå, Sweden.
Front Aging Neurosci. 2017 Aug 11;9:267. doi: 10.3389/fnagi.2017.00267. eCollection 2017.
Previous studies have indicated that aerobic exercise could reduce age related decline in cognition and brain functioning. Here we investigated the effects of aerobic exercise on intrinsic brain activity. Sixty sedentary healthy males and females (64-78 years) were randomized into either an aerobic exercise group or an active control group. Both groups recieved supervised training, 3 days a week for 6 months. Multimodal brain imaging data was acquired before and after the intervention, including 10 min of resting state brain functional magnetic resonance imaging (rs-fMRI) and arterial spin labeling (ASL). Additionally, a comprehensive battery of cognitive tasks assessing, e.g., executive function and episodic memory was administered. Both the aerobic and the control group improved in aerobic capacity (VO-peak) over 6 months, but a significant group by time interaction confirmed that the aerobic group improved more. Contrary to our hypothesis, we did not observe any significant group by time interactions with regard to any measure of intrinsic activity. To further probe putative relationships between fitness and brain activity, we performed analyses disregarding group belongings. At baseline, VO-peak was negativly related to BOLD-signal fluctuations (BOLD) in mid temporal areas. Over 6 months, improvements in aerobic capacity were associated with decreased connectivity between left hippocampus and contralateral precentral gyrus, and positively to connectivity between right mid-temporal areas and frontal and parietal regions. Independent component analysis identified a VO-related increase in coupling between the default mode network and left orbitofrontal cortex, as well as a decreased connectivity between the sensorimotor network and thalamus. Extensive exploratory data analyses of global efficiency, connectome wide multivariate pattern analysis (connectome-MVPA), as well as ASL, did not reveal any relationships between aerobic fitness and intrinsic brain activity. Moreover, fitness-predicted changes in functional connectivity did not relate to changes in cognition, which is likely due to absent cross-sectional or longitudinal relationships between VO-peak and cognition. We conclude that the aerobic exercise intervention had limited influence on patterns of intrinsic brain activity, although analyses indicated that individual changes in aerobic capacity preferentially influenced mid-temporal brain areas.
先前的研究表明,有氧运动可以减少与年龄相关的认知和大脑功能衰退。在此,我们研究了有氧运动对大脑内在活动的影响。60名久坐不动的健康男性和女性(64 - 78岁)被随机分为有氧运动组或积极对照组。两组均接受每周3天、为期6个月的监督训练。在干预前后采集多模态脑成像数据,包括10分钟的静息态脑功能磁共振成像(rs - fMRI)和动脉自旋标记(ASL)。此外,还进行了一系列全面的认知任务评估,例如执行功能和情景记忆。有氧运动组和对照组在6个月内的有氧能力(VO₂峰值)均有所提高,但显著的组间时间交互作用证实有氧运动组的改善更为明显。与我们的假设相反,我们未观察到在任何内在活动测量指标上存在显著的组间时间交互作用。为了进一步探究健康状况与大脑活动之间的假定关系,我们进行了不考虑分组的分析。在基线时,VO₂峰值与颞中区域的血氧水平依赖信号波动(BOLD)呈负相关。在6个月的时间里,有氧能力的提高与左侧海马体和对侧中央前回之间的连接性降低有关,与右侧颞中区域与额叶和顶叶区域之间的连接性增加有关。独立成分分析确定了默认模式网络与左侧眶额皮质之间耦合的VO₂相关增加,以及感觉运动网络与丘脑之间连接性的降低。对全局效率、全脑连接组多元模式分析(connectome - MVPA)以及ASL进行的广泛探索性数据分析,均未揭示有氧健康状况与大脑内在活动之间的任何关系。此外,健康状况预测的功能连接变化与认知变化无关,这可能是由于VO₂峰值与认知之间缺乏横断面或纵向关系所致。我们得出结论,尽管分析表明有氧能力的个体变化优先影响颞中脑区,但有氧运动干预对大脑内在活动模式的影响有限。