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神经突方向分散和密度成像定量分析单侧脑瘫儿童皮质脊髓束的微观结构组织。

Neurite orientation dispersion and density imaging quantifies corticospinal tract microstructural organization in children with unilateral cerebral palsy.

机构信息

Division of Physical Therapy, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, Minnesota.

Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, Minnesota.

出版信息

Hum Brain Mapp. 2019 Dec 1;40(17):4888-4900. doi: 10.1002/hbm.24744. Epub 2019 Jul 29.

Abstract

Children with unilateral cerebral palsy (UCP) due to early brain injury exhibit disrupted connectivity of corticospinal tracts (CSTs), which can be quantified using diffusion-weighted magnetic resonance imaging (DWI). Diffusion tensor imaging (DTI) is commonly used to quantify white matter organization, however, this model lacks the biological specificity to accurately describe underlying microstructural properties. Newer approaches, such as neurite orientation dispersion and density imaging (NODDI), may provide more biologically accurate information regarding CST microstructure. In this study, we directly compared metrics of CST microstructure using NODDI and DTI models to characterize the microstructural organization of corticospinal pathways. Twenty participants with UCP participating in a neuromodulation/rehabilitation intervention underwent imaging including multi-shell DWI; 10 participants' datasets were adequately completed for neuroimaging analysis. Task fMRI-guided probabilistic tractography from motor cortex to brainstem was performed at baseline and follow-up to reconstruct the CSTs. Diffusion metrics were compared between hemispheres at baseline, and between baseline and follow-up to test for intervention effects. Correlation analyses were used to compare baseline metrics to changes in hand function following the intervention. DTI results showed that mean fractional anisotropy in lesioned and nonlesioned CSTs did not significantly differ, but mean, axial, and radial diffusivity were greater in the lesioned CST. For NODDI, intracellular volume fraction (ICVF) and orientation dispersion index (ODI) were lower in the lesioned CST. Unimanual function was strongly correlated with ICVF, but not FA. NODDI may reveal distinct properties of CST microstructure that are linked to motor function, indicating their potential in characterizing brain structure and development.

摘要

患有早期脑损伤导致的单侧脑瘫(UCP)的儿童表现出皮质脊髓束(CST)连接中断,这可以通过弥散加权磁共振成像(DWI)进行量化。弥散张量成像(DTI)通常用于量化白质组织,但这种模型缺乏生物特异性,无法准确描述潜在的微观结构特性。较新的方法,如神经丝取向分散和密度成像(NODDI),可能会提供关于 CST 微观结构的更具生物学准确性的信息。在这项研究中,我们直接比较了使用 NODDI 和 DTI 模型测量的 CST 微观结构指标,以描述皮质脊髓束的微观结构组织。20 名参加神经调节/康复干预的 UCP 参与者接受了成像检查,包括多壳 DWI;10 名参与者的数据集足以进行神经影像学分析。在基线和随访时进行运动皮层到脑干的任务 fMRI 引导概率追踪,以重建 CST。在基线时比较了两侧的弥散指标,以及基线和随访之间的比较,以测试干预效果。相关性分析用于比较基线指标与干预后手功能的变化。DTI 结果表明,损伤和未损伤 CST 的平均各向异性分数(FA)没有显著差异,但损伤 CST 的平均、轴向和径向弥散度较大。对于 NODDI,损伤 CST 的细胞内体积分数(ICVF)和取向分散指数(ODI)较低。单手功能与 ICVF 呈强烈相关,但与 FA 无关。NODDI 可能揭示了与运动功能相关的 CST 微观结构的独特特性,表明其在描述大脑结构和发育方面的潜力。

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