Warbrick T, Mobascher A, Brinkmeyer J, Musso F, Richter N, Stoecker T, Fink G R, Shah N J, Winterer G
Department of Psychiatry, Heinrich-Heine University, Duesseldorf, Germany.
Neuroimage. 2009 Oct 1;47(4):1532-44. doi: 10.1016/j.neuroimage.2009.05.082. Epub 2009 Jun 6.
Using single-trial parameters as a regressor in the General Linear Model (GLM) is becoming an increasingly popular method for informing fMRI analysis. However, the parameter used to characterise or to differentiate brain regions involved in the response to a particular task varies across studies (e.g. ERP amplitude, ERP latency, reaction time). Furthermore, the way in which the single-trial information is used in the fMRI analysis is also important. For example, the single-trial parameters can be used as regressors in the GLM or to modify the duration of the events modelled in the GLM. The aim of this study was to investigate the BOLD response to a target detection task when including P3 amplitude, P3 latency and reaction time parameters in the GLM. Simultaneous EEG-fMRI was recorded from fifteen subjects in response to a visual choice reaction time task. Including P3 amplitude as a regressor in the GLM yielded activation in left central opercular cortex, left postcentral gyrus, left insula, left middle frontal gyrus, left insula and left parietal operculum. Using P3 latency and reaction time as an additional regressor yielded no additional activation in comparison with the conventional fMRI analysis. However, when P3 latency or reaction time was used to determine the duration of events at a single-trial level, additional activation was observed in the left postcentral gyrus, left precentral gyrus, anterior cingulate cortex and supramarginal gyrus. Our findings suggest that ERP amplitudes and latencies can yield different activation patterns when used to modify relevant aspects of the GLM.
在一般线性模型(GLM)中使用单次试验参数作为回归变量,正成为一种越来越流行的功能磁共振成像(fMRI)分析方法。然而,用于表征或区分参与特定任务反应的脑区的参数在不同研究中有所不同(例如,事件相关电位(ERP)幅度、ERP潜伏期、反应时间)。此外,fMRI分析中使用单次试验信息的方式也很重要。例如,单次试验参数可作为GLM中的回归变量,或用于修改GLM中建模事件的持续时间。本研究的目的是在GLM中纳入P3幅度、P3潜伏期和反应时间参数时,研究对目标检测任务的血氧水平依赖(BOLD)反应。记录了15名受试者在视觉选择反应时间任务中的同步脑电图 - fMRI数据。在GLM中纳入P3幅度作为回归变量,在左侧中央岛盖皮质、左侧中央后回、左侧岛叶、左侧额中回、左侧岛叶和左侧顶叶岛盖产生激活。与传统的fMRI分析相比,使用P3潜伏期和反应时间作为额外的回归变量未产生额外激活。然而,当使用P3潜伏期或反应时间在单次试验水平确定事件持续时间时,在左侧中央后回、左侧中央前回、前扣带回皮质和缘上回观察到额外激活。我们的研究结果表明,当用于修改GLM的相关方面时,ERP幅度和潜伏期可产生不同的激活模式。