Haskins Laboratories, New Haven, Connecticut, United States.
Haskins Laboratories, New Haven, Connecticut, United States; Department of Psychological Sciences, University of Connecticut, Connecticut, United States.
Neuroimage. 2021 Nov 1;241:118426. doi: 10.1016/j.neuroimage.2021.118426. Epub 2021 Jul 22.
Studies exploring neuroanatomic correlates of reading have associated white matter tissue properties with reading disability and related componential skills (e.g., phonological and single-word reading skills). Mean diffusivity (MD) and fractional anisotropy (FA) are widely used surrogate measures of tissue microstructure with high sensitivity; however, they lack specificity for individual microstructural features. Here we investigated neurite features with higher specificity in order to explore the underlying microstructural architecture.
Diffusion weighted images (DWI) and a battery of behavioral and neuropsychological assessments were obtained from 412 children (6 - 16 years of age). Neurite indices influenced by orientation and density were attained from 23 major white matter tracts. Partial correlations were calculated between neurite indices and indicators of phonological processing and single-word reading skills using age, sex, and image quality metrics as covariates. In addition, mediation analysis was performed using structural equation modeling (SEM) to evaluate the indirect effect of phonological processing on reading skills.
We observed that orientation dispersion index (ODI) and neurite density index (NDI) were negatively correlated with single-word reading and phonological processing skills in several tracts previously shown to have structural correlates with reading efficiency. We also observed a significant and substantial effect in which phonological processing mediated the relationship between neurite indices and reading skills in most tracts.
In sum, we established that better reading and phonological processing skills are associated with greater tract coherence (lower ODI) and lower neurite density (lower NDI). We interpret these findings as evidence that reading is associated with neural architecture and its efficiency.
探索阅读的神经解剖学相关性的研究将白质组织特性与阅读障碍和相关成分技能(例如,语音和单字阅读技能)联系起来。平均扩散系数(MD)和各向异性分数(FA)是广泛用于组织微观结构的替代测量方法,具有较高的灵敏度;然而,它们缺乏对单个微观结构特征的特异性。在这里,我们研究了具有更高特异性的神经突特征,以探索潜在的微观结构架构。
从 412 名儿童(6-16 岁)中获得了扩散加权图像(DWI)和一系列行为和神经心理学评估。从 23 个主要白质束中获得了受取向和密度影响的神经突指数。使用年龄、性别和图像质量指标作为协变量,计算了神经突指数与语音处理和单字阅读技能指标之间的部分相关性。此外,还使用结构方程模型(SEM)进行了中介分析,以评估语音处理对阅读技能的间接影响。
我们观察到,在以前显示与阅读效率有结构相关性的几个束中,取向分散指数(ODI)和神经突密度指数(NDI)与单字阅读和语音处理技能呈负相关。我们还观察到一个显著且实质性的效应,即语音处理在大多数束中介导了神经突指数与阅读技能之间的关系。
总之,我们发现更好的阅读和语音处理技能与更高的束内一致性(较低的 ODI)和更低的神经突密度(较低的 NDI)相关。我们将这些发现解释为阅读与神经结构及其效率相关的证据。