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优化与解读急性实验性疼痛期间获得的脑岛功能连接图谱:全局信号与任务范式回归的影响

Optimizing and Interpreting Insular Functional Connectivity Maps Obtained During Acute Experimental Pain: The Effects of Global Signal and Task Paradigm Regression.

作者信息

Ibinson James W, Vogt Keith M, Taylor Kevin B, Dua Shiv B, Becker Christopher J, Loggia Marco, Wasan Ajay D

机构信息

1 Department of Anesthesiology, Center for Pain Research, University of Pittsburgh , Pittsburgh, Pennsylvania.

2 Department of Anesthesiology, University of Pittsburgh Medical Center , Pittsburgh, Pennsylvania.

出版信息

Brain Connect. 2015 Dec;5(10):649-57. doi: 10.1089/brain.2015.0354. Epub 2015 Aug 3.

Abstract

The insula is uniquely located between the temporal and parietal cortices, making it anatomically well-positioned to act as an integrating center between the sensory and affective domains for the processing of painful stimulation. This can be studied through resting-state functional connectivity (fcMRI) imaging; however, the lack of a clear methodology for the analysis of fcMRI complicates the interpretation of these data during acute pain. Detected connectivity changes may reflect actual alterations in low-frequency synchronous neuronal activity related to pain, may be due to changes in global cerebral blood flow or the superimposed task-induced neuronal activity. The primary goal of this study was to investigate the effects of global signal regression (GSR) and task paradigm regression (TPR) on the changes in functional connectivity of the left (contralateral) insula in healthy subjects at rest and during acute painful electric nerve stimulation of the right hand. The use of GSR reduced the size and statistical significance of connectivity clusters and created negative correlation coefficients for some connectivity clusters. TPR with cyclic stimulation gave task versus rest connectivity differences similar to those with a constant task, suggesting that analysis which includes TPR is more accurately reflective of low-frequency neuronal activity. Both GSR and TPR have been inconsistently applied to fcMRI analysis. Based on these results, investigators need to consider the impact GSR and TPR have on connectivity during task performance when attempting to synthesize the literature.

摘要

脑岛独特地位于颞叶和顶叶皮质之间,这使其在解剖学上处于有利位置,能够充当感觉和情感领域之间的整合中心,用于处理疼痛刺激。这可以通过静息态功能连接(fcMRI)成像进行研究;然而,缺乏用于分析fcMRI的明确方法使得在急性疼痛期间对这些数据的解释变得复杂。检测到的连接性变化可能反映了与疼痛相关的低频同步神经元活动的实际改变,可能是由于全脑血流量的变化或叠加的任务诱导神经元活动所致。本研究的主要目的是调查全局信号回归(GSR)和任务范式回归(TPR)对健康受试者在静息状态和右手急性疼痛性电神经刺激期间左侧(对侧)脑岛功能连接变化的影响。使用GSR减小了连接簇的大小和统计显著性,并为一些连接簇产生了负相关系数。采用循环刺激的TPR给出的任务与静息连接差异与采用恒定任务时相似,这表明包含TPR的分析更准确地反映了低频神经元活动。GSR和TPR在fcMRI分析中的应用一直不一致。基于这些结果,研究人员在试图综合文献时需要考虑GSR和TPR对任务执行期间连接性的影响。

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