任务对源自个体间相关性的功能性脑连通性的影响:来自功能性MRI数据区域同质性的见解。

IF 2.4 3区 医学 Q3 NEUROSCIENCES
Xin Di, Pratik Jain, Bharat B Biswal
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引用次数: 0

摘要

脑功能连通性的研究通常依赖于个体内部功能活动的瞬间相关性,通常使用功能磁共振成像(fMRI)。个体间的相关性也用于功能磁共振成像和正电子发射断层扫描的数据。许多研究在扫描过程中没有指定任务,使参与者处于隐性的“休息”状态。这种任务特异性的缺乏提出了关于不同任务如何影响个体间相关性估计的问题。方法和结果:我们分析了100名无关参与者在7个任务和静息状态下的fMRI数据,计算了每个任务的区域均匀性(ReHo),作为脑功能的区域测量。我们发现,与大脑各区域的变化相比,任务导致的ReHo变化相对较小。不同任务间ReHo的区域差异高度相关。同样,整个大脑的个体间相关模式在任务中也非常一致,相关性大于0.78。任务之间个体间相关性的变化主要是由视觉、躯体运动和默认模式网络的连通性以及它们之间的相互作用驱动的。结论:这些细微但统计上显著的功能连接差异可能与研究任务相关的特定大脑区域有关。未来的研究应该在探索特定大脑系统的个体间连接时考虑任务设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of Tasks on Functional Brain Connectivity Derived from Interindividual Correlations: Insights from Regional Homogeneity of Functional MRI Data.

Introduction: Research on brain functional connectivity often relies on intraindividual moment-to-moment correlations of functional activity, typically using functional MRI (fMRI). Interindividual correlations are also employed in data from fMRI and positron emission tomography. Many studies have not specified tasks during scanning, keeping participants in an implicit "resting" condition. This lack of task specificity raises questions about how different tasks impact interindividual correlation estimates. Methods and Results: In our analysis of fMRI data from 100 unrelated participants scanned during seven tasks and in a resting state, we calculated regional homogeneity (ReHo) for each task as a regional measure of brain function. We found that changes in ReHo due to tasks were relatively small compared with its variations across brain regions. Cross-region variations of ReHo were highly correlated among tasks. Similarly, whole-brain interindividual correlation patterns were remarkably consistent across the tasks, showing correlations greater than 0.78. Changes in interindividual correlations between tasks were primarily driven by connectivity in the visual, somatomotor, and default mode networks, as well as the interactions between them. Conclusions: These subtle yet statistically significant differences in functional connectivity may be linked to specific brain regions associated with the studied tasks. Future studies should consider task design when exploring interindividual connectivity in specific brain systems.

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来源期刊
Brain connectivity
Brain connectivity Neuroscience-General Neuroscience
CiteScore
4.80
自引率
0.00%
发文量
80
期刊介绍: Brain Connectivity provides groundbreaking findings in the rapidly advancing field of connectivity research at the systems and network levels. The Journal disseminates information on brain mapping, modeling, novel research techniques, new imaging modalities, preclinical animal studies, and the translation of research discoveries from the laboratory to the clinic. This essential journal fosters the application of basic biological discoveries and contributes to the development of novel diagnostic and therapeutic interventions to recognize and treat a broad range of neurodegenerative and psychiatric disorders such as: Alzheimer’s disease, attention-deficit hyperactivity disorder, posttraumatic stress disorder, epilepsy, traumatic brain injury, stroke, dementia, and depression.
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