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功能磁共振成像评估语言侧化:一种客观方法。

fMRI assessment of language lateralization: an objective approach.

机构信息

Brain Research Institute, Florey Neuroscience Institutes (Austin), Melbourne, Victoria, Australia.

出版信息

Neuroimage. 2010 May 1;50(4):1446-55. doi: 10.1016/j.neuroimage.2010.01.059. Epub 2010 Jan 22.

Abstract

Language lateralization based on functional magnetic resonance imaging (fMRI) is often used in clinical neurological settings. Currently, interpretation of the distribution, pattern and extent of language activation can be heavily dependent on the chosen statistical threshold. The aim of the present study was to 1) test the robustness of adaptive thresholding of fMRI data to yield a fixed number of active voxels, and to 2) develop a largely threshold-independent method of assessing when individual patients have statistically atypical language lateralization. Simulated data and real fMRI data in 34 healthy controls and 4 selected epilepsy patients performing a verbal fluency language fMRI task were used. Dependence of laterality on the thresholding method is demonstrated for simulated and real data. Simulated data were used to test the hypothesis that thresholding based upon a fixed number of active voxels would yield a laterality index that was more stable across a range of signal strengths (study power) compared to thresholding at a fixed p value. This stability allowed development of a method comparing an individual to a group of controls across a wide range of thresholds, providing a robust indication of atypical lateralization that is more objective than conventional methods. Thirty healthy controls were used as normative data for the threshold-independent method, and the remaining subjects were used as illustrative examples. The method could also be used more generally to assess relative regional distribution of activity in other neuroimaging paradigms (for example, one could apply it to the assessment of lateralization of activation in a memory task, or to the assessment of anterior-posterior distribution rather than laterality).

摘要

基于功能磁共振成像(fMRI)的语言侧化通常用于临床神经学环境中。目前,语言激活的分布、模式和程度的解释在很大程度上取决于所选的统计阈值。本研究的目的是:1)测试 fMRI 数据自适应阈值的稳健性,以产生固定数量的活跃体素;2)开发一种在个体患者中具有统计学上非典型语言侧化时的评估方法。使用模拟数据和 34 名健康对照者和 4 名接受言语流畅性 fMRI 任务的癫痫患者的真实 fMRI 数据进行研究。模拟和真实数据均显示了侧化对阈值方法的依赖性。模拟数据用于测试基于固定数量活跃体素的阈值会产生比固定 p 值阈值更稳定的侧化指数的假设,因为前者在一系列信号强度(研究能力)下更稳定。这种稳定性允许开发一种方法,该方法可以在广泛的阈值范围内将个体与一组对照者进行比较,从而提供比传统方法更客观的非典型侧化的可靠指示。30 名健康对照者作为该无阈值方法的正常数据,其余受试者作为说明性示例。该方法也可以更广泛地用于评估其他神经影像学范式中活动的相对区域分布(例如,可以将其应用于记忆任务中激活的侧化评估,或者用于评估前后分布而不是侧化)。

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