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广义q采样磁共振成像揭示青少年大脑结构连接组中的性别差异。

Gender differences in the structural connectome of the teenage brain revealed by generalized q-sampling MRI.

作者信息

Tyan Yeu-Sheng, Liao Jan-Ray, Shen Chao-Yu, Lin Yu-Chieh, Weng Jun-Cheng

机构信息

Department of Medical Imaging and Radiological Sciences, Chung Shan Medical University, Taichung, Taiwan; Department of Medical Imaging, Chung Shan Medical University Hospital, Taichung, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, Taiwan.

Graduate Institute of Communication Engineering, National Chung Hsing University, Taichung, Taiwan; Department of Electrical Engineering, National Chung Hsing University, Taichung, Taiwan.

出版信息

Neuroimage Clin. 2017 May 22;15:376-382. doi: 10.1016/j.nicl.2017.05.014. eCollection 2017.

Abstract

The question of whether there are biological differences between male and female brains is a fraught one, and political positions and prior expectations seem to have a strong influence on the interpretation of scientific data in this field. This question is relevant to issues of gender differences in the prevalence of psychiatric conditions, including autism, attention deficit hyperactivity disorder (ADHD), Tourette's syndrome, schizophrenia, dyslexia, depression, and eating disorders. Understanding how gender influences vulnerability to these conditions is significant. Diffusion magnetic resonance imaging (dMRI) provides a non-invasive method to investigate brain microstructure and the integrity of anatomical connectivity. Generalized q-sampling imaging (GQI) has been proposed to characterize complicated fiber patterns and distinguish fiber orientations, providing an opportunity for more accurate, higher-order descriptions through the water diffusion process. Therefore, we aimed to investigate differences in the brain's structural network between teenage males and females using GQI. This study included 59 (i.e., 33 males and 26 females) age- and education-matched subjects (age range: 13 to 14 years). The structural connectome was obtained by graph theoretical and network-based statistical (NBS) analyses. Our findings show that teenage male brains exhibit better intrahemispheric communication, and teenage female brains exhibit better interhemispheric communication. Our results also suggest that the network organization of teenage male brains is more local, more segregated, and more similar to small-world networks than teenage female brains. We conclude that the use of an MRI study with a GQI-based structural connectomic approach like ours presents novel insights into network-based systems of the brain and provides a new piece of the puzzle regarding gender differences.

摘要

男性和女性大脑之间是否存在生物学差异这一问题充满争议,政治立场和先入之见似乎对该领域科学数据的解读有着强烈影响。这个问题与包括自闭症、注意力缺陷多动障碍(ADHD)、妥瑞氏症、精神分裂症、诵读困难、抑郁症和饮食失调在内的精神疾病患病率中的性别差异问题相关。了解性别如何影响对这些疾病的易感性具有重要意义。扩散磁共振成像(dMRI)提供了一种非侵入性方法来研究脑微结构和解剖连接的完整性。广义q采样成像(GQI)已被提出用于表征复杂的纤维模式并区分纤维方向,通过水扩散过程提供了更准确、更高阶描述的机会。因此,我们旨在使用GQI研究青少年男性和女性大脑结构网络的差异。本研究纳入了59名年龄和教育程度匹配的受试者(年龄范围:13至14岁,即33名男性和26名女性)。通过基于图论和网络的统计(NBS)分析获得结构连接组。我们的研究结果表明,青少年男性大脑表现出更好的半球内通信,而青少年女性大脑表现出更好的半球间通信。我们的结果还表明,与青少年女性大脑相比,青少年男性大脑的网络组织更具局部性、更隔离,并且更类似于小世界网络。我们得出结论,像我们这样使用基于GQI的结构连接组学方法进行MRI研究,为大脑基于网络的系统提供了新的见解,并为性别差异提供了新的拼图碎片。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f461/5447512/82e8977e64f8/gr1.jpg

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