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fMRI 分析方法研究可视化大脑激活时间差异。

Investigation of fMRI Analysis Method to Visualize the Difference in the Brain Activation Timing.

机构信息

Department of Radiological Sciences, School of Health Sciences, International University of Health and Welfare, 2600-1, Kitakanemaru, Ohtawara City, Tochigi 324-8501, Japan.

Department of Radiological Sciences, School of Health Sciences, International University of Health and Welfare, 2600-1, Kitakanemaru, Ohtawara City, Tochigi 324-8501, Japan.

出版信息

Acad Radiol. 2018 Oct;25(10):1314-1317. doi: 10.1016/j.acra.2018.01.026. Epub 2018 Mar 7.

Abstract

RATIONALE AND OBJECTIVES

In general functional magnetic resonance imaging (fMRI) analysis, the task onset time of the statistical model is typically set according to the timing of stimulation. In this study, using a high temporal resolution fMRI data, we examined the way of dynamically visualizing the difference in the activation timing between the brain activation areas by analyzing the task onset time of the statistical model shifted from the actual stimulation timing.

MATERIALS AND METHODS

fMRI data with high temporal resolution was acquired using 3 T magnetic resonance imaging for 10 right-handed healthy volunteers. While being scanned, the volunteers completed a task that comprised two sets of a rest and right hand grip movement task. Statistical Parametric Mapping 12 (SPM12) software was used to analyze fMRI data. After preprocessing, statistical analyses were performed by shifting the task onset time on the statistical model by about 1 second forward or backward from the actual stimulation timing. Activation maps of multiple time phases were then created.

RESULTS

Activity was observed to the left of the primary motor area and the supplementary motor area and to the right of the cerebellum (familywise error rate, P < .05). In the right hand grip movement, the primary motor area and the supplementary motor area were activated from 1.12 to 4.48 seconds earlier than the cerebellum.

CONCLUSIONS

Using this analysis method, we visualized the differences in activation timings of different areas of the brain.

摘要

原理与目的

在一般的功能磁共振成像(fMRI)分析中,统计模型的任务起始时间通常根据刺激的时间来设置。在本研究中,我们使用高时间分辨率 fMRI 数据,通过分析从实际刺激时间偏移的统计模型的任务起始时间,来检查动态可视化大脑激活区域之间激活时间差异的方法。

材料与方法

使用 3T 磁共振成像仪对 10 名右利手健康志愿者进行高时间分辨率 fMRI 数据采集。在扫描过程中,志愿者完成了一项任务,该任务由两组休息和右手握运动任务组成。使用统计参数映射 12 (SPM12)软件对 fMRI 数据进行分析。预处理后,通过将统计模型上的任务起始时间相对于实际刺激时间向前或向后偏移约 1 秒,对统计模型进行统计分析。然后创建多个时相的激活图。

结果

在初级运动区和辅助运动区的左侧以及小脑的右侧观察到活动(家族错误率,P<.05)。在右手握运动中,初级运动区和辅助运动区比小脑早激活 1.12 到 4.48 秒。

结论

使用这种分析方法,我们可视化了大脑不同区域的激活时间差异。

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