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独立成分分析 L-多巴对语言处理 fMRI 的影响。

Independent component analysis of the effect of L-dopa on fMRI of language processing.

机构信息

Department of Statistics, The Ohio State University, Columbus, Ohio, United States of America.

出版信息

PLoS One. 2010 Aug 17;5(8):e11933. doi: 10.1371/journal.pone.0011933.

Abstract

L-dopa, which is a precursor for dopamine, acts to amplify strong signals, and dampen weak signals as suggested by previous studies. The effect of L-dopa has been demonstrated in language studies, suggesting restriction of the semantic network. In this study, we aimed to examine the effect of L-dopa on language processing with fMRI using Independent Component Analysis (ICA). Two types of language tasks (phonological and semantic categorization tasks) were tested under two drug conditions (placebo and L-dopa) in 16 healthy subjects. Probabilistic ICA (PICA), part of FSL, was implemented to generate Independent Components (IC) for each subject for the four conditions and the ICs were classified into task-relevant source groups by a correlation threshold criterion. Our key findings include: (i) The highly task-relevant brain regions including the Left Inferior Frontal Gyrus (LIFG), Left Fusiform Gyrus (LFUS), Left Parietal lobe (LPAR) and Superior Temporal Gyrus (STG) were activated with both L-dopa and placebo for both tasks, and (ii) as compared to placebo, L-dopa was associated with increased activity in posterior regions, including the superior temporal area (BA 22), and decreased activity in the thalamus (pulvinar) and inferior frontal gyrus (BA 11/47) for both tasks. These results raise the possibility that L-dopa may exert an indirect effect on posterior regions mediated by the thalamus (pulvinar).

摘要

左旋多巴是多巴胺的前体,可放大强信号,减弱弱信号,这一作用在前人的研究中已有提示。左旋多巴对语言的作用已在语言研究中得到证实,提示其对语义网络具有限制作用。本研究旨在利用功能磁共振成像(fMRI)中的独立成分分析(ICA),研究左旋多巴对语言处理的影响。我们在 16 名健康受试者中,分别在两种药物条件(安慰剂和左旋多巴)下,进行了两种语言任务(语音和语义分类任务)的测试。我们采用 FSL 中的概率独立成分分析(PICA),为每个被试生成了四个条件下的独立成分(IC),并通过相关阈值标准将这些 IC 分类为与任务相关的源组。我们的主要发现包括:(i)在两种任务中,与任务高度相关的脑区包括左侧额下回(LIFG)、左侧梭状回(LFUS)、左侧顶叶(LPAR)和颞上回(STG),均被左旋多巴和安慰剂激活;(ii)与安慰剂相比,两种任务中,左旋多巴与后颞区(包括颞上回 BA22)的活动增加以及丘脑(枕核)和额下回(BA11/47)的活动减少有关。这些结果提示,左旋多巴可能通过丘脑(枕核)对后颞区产生间接影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0dc/2923146/d15765ad564a/pone.0011933.g001.jpg

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