Preferential Detachment During Human Brain Development: Age- and Sex-Specific Structural Connectivity in Diffusion Tensor Imaging (DTI) Data

被引:84
|
作者
Lim, Sol [1 ,2 ,3 ]
Han, Cheol E. [1 ,4 ]
Uhlhaas, Peter J. [5 ,6 ,7 ]
Kaiser, Marcus [1 ,2 ,3 ]
机构
[1] Seoul Natl Univ, Dept Brain & Cognit Sci, Seoul 151747, South Korea
[2] Newcastle Univ, Sch Comp Sci, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[3] Newcastle Univ, Inst Neurosci, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[4] Korea Univ, Dept Biomed Engn, Seoul 136703, South Korea
[5] Univ Glasgow, Inst Neurosci & Psychol, Glasgow G12 8QB, Lanark, Scotland
[6] Max Planck Inst Brain Res, Dept Neurophysiol, D-60438 Frankfurt, Germany
[7] Max Planck Gesell, Ernst Strungmann Inst ESI Neurosci Cooperat, D-60528 Frankfurt, Germany
基金
英国工程与自然科学研究理事会; 新加坡国家研究基金会;
关键词
brain connectivity; connectome; maturation; network analysis; tractography; GRAPH-THEORETICAL ANALYSIS; FALSE DISCOVERY RATE; WHITE-MATTER; CONFIDENCE-INTERVALS; AXON OVERPRODUCTION; FUNCTIONAL NETWORKS; COMMUNITY STRUCTURE; CORTICAL THICKNESS; DIMORPHISM; MATURATION;
D O I
10.1093/cercor/bht333
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Human brain maturation is characterized by the prolonged development of structural and functional properties of large-scale networks that extends into adulthood. However, it is not clearly understood which features change and which remain stable over time. Here, we examined structural connectivity based on diffusion tensor imaging (DTI) in 121 participants between 4 and 40 years of age. DTI data were analyzed for small-world parameters, modularity, and the number of fiber tracts at the level of streamlines. First, our findings showed that the number of fiber tracts, small-world topology, and modular organization remained largely stable despite a substantial overall decrease in the number of streamlines with age. Second, this decrease mainly affected fiber tracts that had a large number of streamlines, were short, within modules and within hemispheres; such connections were affected significantly more often than would be expected given their number of occurrences in the network. Third, streamline loss occurred earlier in females than in males. In summary, our findings suggest that core properties of structural brain connectivity, such as the small-world and modular organization, remain stable during brain maturation by focusing streamline loss to specific types of fiber tracts.
引用
收藏
页码:1477 / 1489
页数:13
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