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评估视觉空间处理的功能磁共振成像范式比较:稳健性与可重复性。

Comparison of fMRI paradigms assessing visuospatial processing: Robustness and reproducibility.

作者信息

Schuster Verena, Herholz Peer, Zimmermann Kristin M, Westermann Stefan, Frässle Stefan, Jansen Andreas

机构信息

Laboratory for Multimodal Neuroimaging, Department of Psychiatry, University of Marburg, Marburg, Germany.

Department of Clinical Psychology and Psychotherapy, University of Bern, Bern, Switzerland.

出版信息

PLoS One. 2017 Oct 23;12(10):e0186344. doi: 10.1371/journal.pone.0186344. eCollection 2017.

Abstract

The development of brain imaging techniques, in particular functional magnetic resonance imaging (fMRI), made it possible to non-invasively study the hemispheric lateralization of cognitive brain functions in large cohorts. Comprehensive models of hemispheric lateralization are, however, still missing and should not only account for the hemispheric specialization of individual brain functions, but also for the interactions among different lateralized cognitive processes (e.g., language and visuospatial processing). This calls for robust and reliable paradigms to study hemispheric lateralization for various cognitive functions. While numerous reliable imaging paradigms have been developed for language, which represents the most prominent left-lateralized brain function, the reliability of imaging paradigms investigating typically right-lateralized brain functions, such as visuospatial processing, has received comparatively less attention. In the present study, we aimed to establish an fMRI paradigm that robustly and reliably identifies right-hemispheric activation evoked by visuospatial processing in individual subjects. In a first study, we therefore compared three frequently used paradigms for assessing visuospatial processing and evaluated their utility to robustly detect right-lateralized brain activity on a single-subject level. In a second study, we then assessed the test-retest reliability of the so-called Landmark task-the paradigm that yielded the most robust results in study 1. At the single-voxel level, we found poor reliability of the brain activation underlying visuospatial attention. This suggests that poor signal-to-noise ratios can become a limiting factor for test-retest reliability. This represents a common detriment of fMRI paradigms investigating visuospatial attention in general and therefore highlights the need for careful considerations of both the possibilities and limitations of the respective fMRI paradigm-in particular, when being interested in effects at the single-voxel level. Notably, however, when focusing on the reliability of measures of hemispheric lateralization (which was the main goal of study 2), we show that hemispheric dominance (quantified by the lateralization index, LI, with |LI| >0.4) of the evoked activation could be robustly determined in more than 62% and, if considering only two categories (i.e., left, right), in more than 93% of our subjects. Furthermore, the reliability of the lateralization strength (LI) was "fair" to "good". In conclusion, our results suggest that the degree of right-hemispheric dominance during visuospatial processing can be reliably determined using the Landmark task, both at the group and single-subject level, while at the same time stressing the need for future refinements of experimental paradigms and more sophisticated fMRI data acquisition techniques.

摘要

脑成像技术的发展,尤其是功能磁共振成像(fMRI),使得在大量人群中对认知脑功能的半球侧化进行非侵入性研究成为可能。然而,全面的半球侧化模型仍然缺失,该模型不仅应考虑个体脑功能的半球特化,还应考虑不同侧化认知过程之间的相互作用(例如,语言和视觉空间处理)。这就需要强大且可靠的范式来研究各种认知功能的半球侧化。虽然已经为语言开发了许多可靠的成像范式,语言是最显著的左侧化脑功能,但研究典型右侧化脑功能(如视觉空间处理)的成像范式的可靠性相对较少受到关注。在本研究中,我们旨在建立一种fMRI范式,该范式能够强大且可靠地识别个体受试者视觉空间处理所诱发的右半球激活。因此,在第一项研究中,我们比较了三种常用的评估视觉空间处理的范式,并在单受试者水平上评估了它们对可靠检测右侧化脑活动的效用。在第二项研究中,我们随后评估了所谓地标任务的重测可靠性——该范式在研究1中产生了最可靠的结果。在单像素水平上,我们发现视觉空间注意力背后的脑激活可靠性较差。这表明低信噪比可能成为重测可靠性的限制因素。这是一般研究视觉空间注意力的fMRI范式的一个常见缺陷,因此突出了需要仔细考虑各自fMRI范式的可能性和局限性——特别是当对单像素水平的效应感兴趣时。然而,值得注意的是,当关注半球侧化测量的可靠性(这是研究2的主要目标)时,我们表明诱发激活的半球优势(通过侧化指数LI量化,|LI|>0.4)在超过62%的受试者中能够可靠地确定,如果仅考虑两类(即左、右),则在超过93%的受试者中能够可靠地确定。此外,侧化强度(LI)的可靠性为“中等”到“良好”。总之,我们的结果表明,使用地标任务,在组水平和单受试者水平上都能够可靠地确定视觉空间处理过程中右半球优势的程度,同时强调未来需要改进实验范式和采用更复杂的fMRI数据采集技术。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13de/5653292/7ea345cf5697/pone.0186344.g001.jpg

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