Del Tufo Stephanie N, Frost Stephen J, Hoeft Fumiko, Cutting Laurie E, Molfese Peter J, Mason Graeme F, Rothman Douglas L, Fulbright Robert K, Pugh Kenneth R
Department of Special Education, Peabody College, Vanderbilt University, Nashville, TN, United States.
Vanderbilt Brain Institute, Vanderbilt University School of Medicine, Nashville, TN, United States.
Front Psychol. 2018 Sep 4;9:1507. doi: 10.3389/fpsyg.2018.01507. eCollection 2018.
Recent studies have provided evidence of associations between neurochemistry and reading (dis)ability (Pugh et al., 2014). Based on a long history of studies indicating that fluent reading entails the automatic convergence of the written and spoken forms of language and our recently proposed Neural Noise Hypothesis (Hancock et al., 2017), we hypothesized that individual differences in cross-modal integration would mediate, at least partially, the relationship between neurochemical concentrations and reading. Cross-modal integration was measured in 231 children using a two-alternative forced choice cross-modal matching task with three language conditions (letters, words, and pseudowords) and two levels of difficulty within each language condition. Neurometabolite concentrations of Choline (Cho), Glutamate (Glu), gamma-Aminobutyric (GABA), and N- acetyl-aspartate (NAA) were then measured in a subset of this sample ( = 70) with Magnetic Resonance Spectroscopy (MRS). A structural equation mediation model revealed that the effect of cross-modal word matching mediated the relationship between increased Glu (which has been proposed to be an index of neural noise) and poorer reading ability. In addition, the effect of cross-modal word matching fully mediated a relationship between increased Cho and poorer reading ability. Multilevel mixed effects models confirmed that lower Cho predicted faster cross-modal matching reaction time, specifically in the hard word condition. These Cho findings are consistent with previous work in both adults and children showing a negative association between Cho and reading ability. We also found two novel neurochemical relationships. Specifically, lower GABA and higher NAA predicted faster cross-modal matching reaction times. We interpret these results within a biochemical framework in which the ability of neurochemistry to predict reading ability may at least partially be explained by cross-modal integration.
最近的研究提供了神经化学与阅读(障碍)能力之间关联的证据(普格等人,2014年)。基于长期以来的研究表明,流畅阅读需要语言的书面形式和口头形式自动融合,以及我们最近提出的神经噪声假说(汉考克等人,2017年),我们假设跨模态整合的个体差异将至少部分介导神经化学物质浓度与阅读之间的关系。使用具有三种语言条件(字母、单词和假词)且每种语言条件下有两个难度级别的二选一强制选择跨模态匹配任务,对231名儿童进行跨模态整合测量。然后,在该样本的一个子集中(n = 70),使用磁共振波谱(MRS)测量胆碱(Cho)、谷氨酸(Glu)、γ-氨基丁酸(GABA)和N-乙酰天门冬氨酸(NAA)的神经代谢物浓度。结构方程中介模型显示,跨模态单词匹配的效应介导了Glu增加(已被认为是神经噪声的指标)与较差阅读能力之间的关系。此外,跨模态单词匹配的效应完全介导了Cho增加与较差阅读能力之间的关系。多层次混合效应模型证实,较低的Cho预测更快的跨模态匹配反应时间,特别是在难词条件下。这些关于Cho的研究结果与之前在成人和儿童中的研究一致,显示Cho与阅读能力之间存在负相关。我们还发现了两种新的神经化学关系。具体而言,较低的GABA和较高的NAA预测更快的跨模态匹配反应时间。我们在一个生化框架内解释这些结果,在该框架中,神经化学预测阅读能力的能力可能至少部分由跨模态整合来解释。