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经济脑功能网络的效率与成本

Efficiency and cost of economical brain functional networks.

作者信息

Achard Sophie, Bullmore Ed

机构信息

Brain Mapping Unit, Department of Psychiatry, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom.

出版信息

PLoS Comput Biol. 2007 Feb 2;3(2):e17. doi: 10.1371/journal.pcbi.0030017.

DOI:10.1371/journal.pcbi.0030017
PMID:17274684
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC1794324/
Abstract

Brain anatomical networks are sparse, complex, and have economical small-world properties. We investigated the efficiency and cost of human brain functional networks measured using functional magnetic resonance imaging (fMRI) in a factorial design: two groups of healthy old (N = 11; mean age = 66.5 years) and healthy young (N = 15; mean age = 24.7 years) volunteers were each scanned twice in a no-task or "resting" state following placebo or a single dose of a dopamine receptor antagonist (sulpiride 400 mg). Functional connectivity between 90 cortical and subcortical regions was estimated by wavelet correlation analysis, in the frequency interval 0.06-0.11 Hz, and thresholded to construct undirected graphs. These brain functional networks were small-world and economical in the sense of providing high global and local efficiency of parallel information processing for low connection cost. Efficiency was reduced disproportionately to cost in older people, and the detrimental effects of age on efficiency were localised to frontal and temporal cortical and subcortical regions. Dopamine antagonism also impaired global and local efficiency of the network, but this effect was differentially localised and did not interact with the effect of age. Brain functional networks have economical small-world properties-supporting efficient parallel information transfer at relatively low cost-which are differently impaired by normal aging and pharmacological blockade of dopamine transmission.

摘要

脑解剖网络稀疏、复杂且具有经济的小世界特性。我们在析因设计中研究了使用功能磁共振成像(fMRI)测量的人类脑功能网络的效率和成本:两组健康老年人(N = 11;平均年龄 = 66.5岁)和健康年轻人(N = 15;平均年龄 = 24.7岁)志愿者,在服用安慰剂或单剂量多巴胺受体拮抗剂(舒必利400毫克)后,于无任务或“静息”状态下各扫描两次。通过小波相关分析在0.06 - 0.11赫兹频率区间估计90个皮质和皮质下区域之间的功能连接,并进行阈值处理以构建无向图。这些脑功能网络在以低连接成本提供高全局和局部并行信息处理效率的意义上是小世界且经济的。老年人的效率降低与成本不成比例,年龄对效率的有害影响局限于额叶和颞叶皮质及皮质下区域。多巴胺拮抗作用也损害了网络的全局和局部效率,但这种影响的定位不同,且与年龄的影响没有相互作用。脑功能网络具有经济的小世界特性——支持以相对低成本进行高效并行信息传递——正常衰老和多巴胺传递的药理学阻断对其有不同程度的损害。

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