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基于约束球面反卷积的纤维束成像和基于纤维束的空间统计学显示阿斯伯格综合征存在异常微观结构组织。

Constrained spherical deconvolution-based tractography and tract-based spatial statistics show abnormal microstructural organization in Asperger syndrome.

作者信息

Roine Ulrika, Salmi Juha, Roine Timo, Wendt Taina Nieminen-von, Leppämäki Sami, Rintahaka Pertti, Tani Pekka, Leemans Alexander, Sams Mikko

机构信息

Brain and Mind Laboratory, Department of Biomedical Engineering and Computational Science, Aalto University, Rakentajanaukio 2 C, FI-02150 Espoo, Finland.

iMinds-Vision Lab, Department of Physics, University of Antwerp, Universiteitsplein 1, B-2610 Wilrijk, Antwerp Belgium.

出版信息

Mol Autism. 2015 Jan 16;6:4. doi: 10.1186/2040-2392-6-4. eCollection 2015.

Abstract

BACKGROUND

The aim of this study was to investigate potential differences in neural structure in individuals with Asperger syndrome (AS), high-functioning individuals with autism spectrum disorder (ASD). The main symptoms of AS are severe impairments in social interactions and restricted or repetitive patterns of behaviors, interests or activities.

METHODS

Diffusion weighted magnetic resonance imaging data were acquired for 14 adult males with AS and 19 age, sex and IQ-matched controls. Voxelwise group differences in fractional anisotropy (FA) were studied with tract-based spatial statistics (TBSS). Based on the results of TBSS, a tract-level comparison was performed with constrained spherical deconvolution (CSD)-based tractography, which is able to detect complex (for example, crossing) fiber configurations. In addition, to investigate the relationship between the microstructural changes and the severity of symptoms, we looked for correlations between FA and the Autism Spectrum Quotient (AQ), Empathy Quotient and Systemizing Quotient.

RESULTS

TBSS revealed widely distributed local increases in FA bilaterally in individuals with AS, most prominent in the temporal part of the superior longitudinal fasciculus, corticospinal tract, splenium of corpus callosum, anterior thalamic radiation, inferior fronto-occipital fasciculus (IFO), posterior thalamic radiation, uncinate fasciculus and inferior longitudinal fasciculus (ILF). CSD-based tractography also showed increases in the FA in multiple tracts. However, only the difference in the left ILF was significant after a Bonferroni correction. These results were not explained by the complexity of microstructural organization, measured using the planar diffusion coefficient. In addition, we found a correlation between AQ and FA in the right IFO in the whole group.

CONCLUSIONS

Our results suggest that there are local and tract-level abnormalities in white matter (WM) microstructure in our homogenous and carefully characterized group of adults with AS, most prominent in the left ILF.

摘要

背景

本研究旨在调查阿斯伯格综合征(AS)患者(高功能自闭症谱系障碍(ASD)个体)神经结构的潜在差异。AS的主要症状是社交互动严重受损以及行为、兴趣或活动模式受限或重复。

方法

对14名成年男性AS患者以及19名年龄、性别和智商匹配的对照者进行了扩散加权磁共振成像数据采集。采用基于纤维束的空间统计学(TBSS)研究各向异性分数(FA)的体素水平组间差异。基于TBSS的结果,使用基于约束球面反卷积(CSD)的纤维束成像进行纤维束水平比较,该方法能够检测复杂(例如交叉)的纤维结构。此外,为了研究微观结构变化与症状严重程度之间的关系,我们寻找了FA与自闭症谱系商数(AQ)、共情商数和系统化商数之间的相关性。

结果

TBSS显示,AS患者双侧FA广泛分布局部增加,最显著的部位是上纵束颞部、皮质脊髓束、胼胝体压部、丘脑前辐射、额枕下束(IFO)、丘脑后辐射、钩束和下纵束(ILF)。基于CSD的纤维束成像也显示多条纤维束的FA增加。然而,经Bonferroni校正后,仅左侧ILF的差异具有显著性。这些结果无法用使用平面扩散系数测量的微观结构组织复杂性来解释。此外,我们发现全组右侧IFO中AQ与FA之间存在相关性。

结论

我们的结果表明,在我们这组同质且特征明确的成年AS患者中,白质(WM)微观结构存在局部和纤维束水平的异常,最显著的是左侧ILF。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1756/4396538/6885e6bb0f22/13229_2014_151_Fig1_HTML.jpg

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