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Real-Time fMRI Neurofeedback Training Changes Brain Degree Centrality and Improves Sleep in Chronic Insomnia Disorder: A Resting-State fMRI Study

神经反射 缘上回 静息状态功能磁共振成像 脑岛 匹兹堡睡眠质量指数 中央后回 心理学 神经科学 颞上回 原发性失眠 功能磁共振成像 颞中回 物理医学与康复 医学 精神科 听力学 睡眠障碍 认知 脑电图 睡眠质量
作者
Xiaodong Li,Zhonglin Li,Zhi Zou,Xiao‐Lin Wu,Hui Gao,Caiyun Wang,Jing Zhou,Fei Qi,Miao Zhang,Junya He,Xin Qi,Fengshan Yan,Shewei Dou,Hongju Zhang,Tong Li,Yongli Li
出处
期刊:Frontiers in Molecular Neuroscience [Frontiers Media SA]
卷期号:15 被引量:3
标识
DOI:10.3389/fnmol.2022.825286
摘要

Chronic insomnia disorder (CID) is considered a major public health problem worldwide. Therefore, innovative and effective technical methods for studying the pathogenesis and clinical comprehensive treatment of CID are urgently needed.Real-time fMRI neurofeedback (rtfMRI-NF), a new intervention, was used to train 28 patients with CID to regulate their amygdala activity for three sessions in 6 weeks. Resting-state fMRI data were collected before and after training. Then, voxel-based degree centrality (DC) method was used to explore the effect of rtfMRI-NF training. For regions with altered DC, we determined the specific connections to other regions that most strongly contributed to altered functional networks based on DC. Furthermore, the relationships between the DC value of the altered regions and changes in clinical variables were determined.Patients with CID showed increased DC in the right postcentral gyrus, Rolandic operculum, insula, and superior parietal gyrus and decreased DC in the right supramarginal gyrus, inferior parietal gyrus, angular gyrus, middle occipital gyrus, and middle temporal gyrus. Seed-based functional connectivity analyses based on the altered DC regions showed more details about the altered functional networks. Clinical scores in Pittsburgh sleep quality index, insomnia severity index (ISI), Beck depression inventory, and Hamilton anxiety scale decreased. Furthermore, a remarkable positive correlation was found between the changed ISI score and DC values of the right insula.This study confirmed that amygdala-based rtfMRI-NF training altered the intrinsic functional hubs, which reshaped the abnormal functional connections caused by insomnia and improved the sleep of patients with CID. These findings contribute to our understanding of the neurobiological mechanism of rtfMRI-NF in insomnia treatment. However, additional double-blinded controlled clinical trials with larger sample sizes need to be conducted to confirm the effect of rtfMRI-NF from this initial study.

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