Center for Cognition and Brain Disorders, Department of Psychology, Hangzhou Normal University, 126 Wenzhou Road, Building 7, Zhejiang, Province, 310005, Hangzhou, China.
Department of Radiology, Lewis Katz School of Medicine, Temple University, 3401 N Broad Street, 1st Floor, Radiology, Philadelphia, PA, 19140, USA.
Brain Imaging Behav. 2019 Apr;13(2):421-429. doi: 10.1007/s11682-018-9866-4.
Entropy indicates system irregularity and the capacity for information processing. Recent research has identified interesting voxel-wise entropy distribution patterns in normal brain and its changes due to aging and brain disorders. A question of great scientific and clinical importance is whether brain entropy (BEN) can be modulated using non-invasive neuromodulations. The purpose of this study was to address this open question using high-frequency repetitive transcranial magnetic stimulation (rTMS). BEN was calculated from resting state fMRI at each voxel acquired before and after applying 20 Hz rTMS or SHAM (control) stimulation. As compared to SHAM, 20 Hz rTMS reduced BEN in medial orbito-frontal cortex and subgenial anterior cingulate cortex (MOFC/sgACC), suggesting a reduced information processing therein, probably as a result of the enhanced top-down regulation by the left DLPFC rTMS. No significant changes were observed to the functional connectivity (FC) between the left DLPFC (the target site) to the rest of the brain, suggesting that rTMS may not affect FC though it might use FC to transfer its effects or the ad hoc information. Our data proved that rTMS can modulate BEN and BEN can be used to monitor rTMS effects.
熵表示系统的不规则性和信息处理能力。最近的研究已经确定了正常大脑及其因衰老和大脑障碍而发生变化的有趣的体素熵分布模式。一个非常重要的科学和临床问题是,大脑熵(BEN)是否可以通过非侵入性神经调节来调节。本研究旨在使用高频重复经颅磁刺激(rTMS)来解决这个悬而未决的问题。在应用 20 Hz rTMS 或 SHAM(对照)刺激前后,从静息状态 fMRI 的每个体素中计算 BEN。与 SHAM 相比,20 Hz rTMS 降低了内侧眶额皮层和亚基前扣带皮层(MOFC/sgACC)的 BEN,表明其中的信息处理减少,可能是由于左背外侧前额叶皮层 rTMS 增强了自上而下的调节。未观察到左背外侧前额叶皮层(目标部位)与大脑其余部位之间的功能连接(FC)发生显著变化,这表明 rTMS 可能不会影响 FC,尽管它可能会利用 FC 来传递其效应或特定信息。我们的数据证明 rTMS 可以调节 BEN,并且可以使用 BEN 来监测 rTMS 的效果。