Department of Neurology, University Hospital of Basel, Basel, Switzerland.
Magn Reson Imaging. 2009 Dec;27(10):1347-59. doi: 10.1016/j.mri.2009.05.016. Epub 2009 Jun 25.
To date, little data is available on the reproducibility of functional connectivity MRI (fcMRI) studies. Here, we tested the variability and reproducibility of both the functional connectivity itself and different statistical methods to analyze this phenomenon. In the main part of our study, we repeatedly examined two healthy subjects in 10 sessions over 6 months with fcMRI. Cortical areas involved in motor function were examined under two different cognitive states: during continuous performance (CP) of a flexion/extension task of the fingers of the right hand and while subjects were at rest. Connectivity to left primary motor cortex (lSM1) was calculated by correlation analysis. The resulting correlation coefficients were transformed to z-scores of the standard normal distribution. For each subject, multisession statistical analyses were carried out with the z-score maps of the resting state (RS) and the CP experiments. First, voxel based t tests between the two groups of fcMRI experiments were performed. Second, ROI analyses were carried out for contralateral right SM1 and for supplementary motor area (SMA). For both ROI, mean and maximum z-score were calculated for each experiment. Also, the fraction of significantly (P<.05) correlated voxels (FCV) in each ROI was calculated. To evaluate the differences between the RS and the CP condition, paired t tests were performed for the mean and maximum z-scores, and Wilcoxon signed ranks tests for matched pairs were carried out for the FCV. All statistical methods and connectivity measures under investigation yielded a distinct loss in left-right SM1 connectivity under the CP condition. For SMA, interindividual differences were apparent. We therefore repeated the fcMRI experiments and the ROI analyses in a group of seven healthy subjects (including the two subjects of the main study). In this substudy, we were able to verify the reduction of left-right SM1 connectivity during unilateral performance. Still, the direction of SMA to lSM1 connectivity change during the CP condition remained undefined as four subjects showed a connectivity increase and three showed a decrease. In summary, we were able to demonstrate a distinct reduction in left-right SM1 synchrony in the CP condition compared to the RS both in the longitudinal and in the multisubject study. This effect was reproducible with all statistical methods and all measures of connectivity under investigation. We conclude that despite intra- and interindividual variability, serial and cross-sectional assessment of functional connectivity reveals stable and reliable results.
迄今为止,关于功能连接磁共振成像 (fcMRI) 研究的可重复性的数据很少。在这里,我们测试了功能连接本身以及不同的分析方法的可变性和可重复性。在我们研究的主要部分中,我们在 6 个月内通过 fcMRI 对两个健康受试者重复检查了 10 次。在两种不同的认知状态下,检查了涉及运动功能的皮质区域:右手手指的连续屈伸任务期间和受试者休息时。通过相关分析计算与左初级运动皮层 (lSM1) 的连接。将得到的相关系数转换为标准正态分布的 z 分数。对于每个受试者,使用静息状态 (RS) 和 CP 实验的 z 分数图进行了多会话统计分析。首先,对两组 fcMRI 实验的体素进行了基于 t 的检验。其次,对右侧 SM1 和补充运动区 (SMA) 进行了 ROI 分析。对于每个实验,都计算了 ROI 的平均和最大 z 分数。还计算了每个 ROI 中显著(P<.05)相关体素 (FCV) 的分数。为了评估 RS 和 CP 条件之间的差异,对平均和最大 z 分数进行了配对 t 检验,对 FCV 进行了 Wilcoxon 符号秩检验。所有调查的统计方法和连接测量结果都表明,在 CP 条件下,左右 SM1 的连接明显丧失。对于 SMA,个体间差异明显。因此,我们在一组七名健康受试者(包括主要研究中的两名受试者)中重复了 fcMRI 实验和 ROI 分析。在这项子研究中,我们能够验证在单侧执行期间左右 SM1 连接的减少。尽管如此,CP 条件下 SMA 到 lSM1 的连接变化方向仍未确定,因为四名受试者显示连接增加,三名受试者显示连接减少。总的来说,我们能够在纵向和多受试者研究中证明,与 RS 相比,CP 条件下左右 SM1 的同步性明显降低。所有调查的统计方法和连接测量结果都能重现这种效果。我们得出的结论是,尽管存在个体内和个体间的可变性,但功能连接的连续和横截面评估会产生稳定且可靠的结果。