Revealing the neural network underlying covert picture-naming paradigm using magnetoencephalography

P. Chholak, Fatemeh Tabari, A. Pisarchik
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引用次数: 1

Abstract

The ability to name trivial everyday objects is a key cognitive function that is tested after head injuries or brain surgeries. Although quite a lot of long-standing knowledge on this topic has accumulated over the past few decades and many theoretical models have been created, the underlying neural substrate and brain functioning are still not fully aligned. As far as we know, there have been no studies on this topic using magnetoencephalography (MEG), which allows recording electrophysiological activity with a high temporal resolution. Therefore, to study the underlying spatio-temporal brain activations during the sensory and semantic processing of object naming, we conducted MEG experiments with 15 subjects grouped into three equal-sized groups with different types of language training and skills. Using boundary element methods for modelling cortical surfaces and dynamic statistical parametric mapping to solve the inverse problem, we reconstructed the cortical source activity from the recorded MEG data. The reconstructed cortical maps showed a homogeneous brain response in all three groups at the sensory processing stage, while the responses between the three groups at the semantic processing stage were different. In addition, average time courses were constructed for key brain regions such as the lateral occipital cortex (LO), fusiform gyrus (FG), Broca’s area (BA), and Wernicke’s area (WA). The obtained results assume unimodal forms for LO and WA time series, and bimodal forms for FG and BA. The only LO curve peak and the first FG peak resided in the time interval for the sensory processing stage, whereas, the only WA peak, the second FG peak and the second BA peak resided in the semantic processing stage. The first BA peak was located at the boundary separating the two stages. In addition to segregating regions involved in sensory and semantic processing, this study confirmed the involvement of FG in object naming (for the first time using MEG) that is at risk of resection during mesial temporal lobe epilepsy interventions. However, the results from this work are preliminary due to the limited sample size, and future research with a larger cohort of subjects are needed to verify/strengthen the findings of this study.
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利用脑磁图揭示隐藏图片命名范式的神经网络
命名日常物品的能力是一项关键的认知功能,在头部受伤或脑部手术后要进行测试。尽管在过去的几十年里,关于这一主题积累了大量的长期知识,并建立了许多理论模型,但潜在的神经基质和大脑功能仍然没有完全一致。据我们所知,目前还没有使用脑磁图(MEG)对这一主题进行研究,MEG允许以高时间分辨率记录电生理活动。因此,为了研究对象命名的感觉和语义处理过程中潜在的时空大脑激活,我们将15名受试者分为三个大小相等的小组,并进行了不同类型的语言训练和技能的MEG实验。利用边界元法对脑皮层表面进行建模,利用动态统计参数映射法求解逆问题,从脑磁图记录数据中重构脑皮层源活动。重建的脑皮层图显示,三组在感觉加工阶段的脑反应基本一致,而在语义加工阶段的脑反应则存在差异。此外,构建了枕侧皮质(LO)、梭状回(FG)、Broca区(BA)和Wernicke区(WA)等关键脑区的平均时间过程。所得结果对LO和WA时间序列为单峰形式,对FG和BA时间序列为双峰形式。唯一的LO曲线峰和第一个FG峰出现在感觉加工阶段的时间间隔内,而唯一的WA峰、第二个FG峰和第二个BA峰出现在语义加工阶段。第一个BA峰位于两个阶段的分界处。除了分离涉及感觉和语义处理的区域外,本研究还证实了FG参与物体命名(首次使用MEG),这在内侧颞叶癫痫干预中有切除的风险。然而,由于样本量有限,这项工作的结果是初步的,未来需要更大的受试者队列研究来验证/加强本研究的结果。
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来源期刊
CiteScore
1.20
自引率
25.00%
发文量
47
期刊介绍: Scientific and technical journal Izvestiya VUZ. Applied Nonlinear Dynamics is an original interdisciplinary publication of wide focus. The journal is included in the List of periodic scientific and technical publications of the Russian Federation, recommended for doctoral thesis publications of State Commission for Academic Degrees and Titles at the Ministry of Education and Science of the Russian Federation, indexed by Scopus, RSCI. The journal is published in Russian (English articles are also acceptable, with the possibility of publishing selected articles in other languages by agreement with the editors), the articles data as well as abstracts, keywords and references are consistently translated into English. First and foremost the journal publishes original research in the following areas: -Nonlinear Waves. Solitons. Autowaves. Self-Organization. -Bifurcation in Dynamical Systems. Deterministic Chaos. Quantum Chaos. -Applied Problems of Nonlinear Oscillation and Wave Theory. -Modeling of Global Processes. Nonlinear Dynamics and Humanities. -Innovations in Applied Physics. -Nonlinear Dynamics and Neuroscience. All articles are consistently sent for independent, anonymous peer review by leading experts in the relevant fields, the decision to publish is made by the Editorial Board and is based on the review. In complicated and disputable cases it is possible to review the manuscript twice or three times. The journal publishes review papers, educational papers, related to the history of science and technology articles in the following sections: -Reviews of Actual Problems of Nonlinear Dynamics. -Science for Education. Methodical Papers. -History of Nonlinear Dynamics. Personalia.
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