Huang Ming-Xiong, Harrington Deborah L, Angeles-Quinto Annemarie, Ji Zhengwei, Robb-Swan Ashley, Huang Charles W, Shen Qian, Hansen Hayden, Baumgartner Jared, Hernandez-Lucas Jaqueline, Nichols Sharon, Jacobus Joanna, Song Tao, Lerman Imanuel, Bazhenov Maksim, Krishnan Giri P, Baker Dewleen G, Rao Ramesh, Lee Roland R
Radiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, United States.
Department of Radiology, University of California, San Diego, CA, United States.
Imaging Neurosci (Camb). 2024 Jan 9;2:1-20. doi: 10.1162/imag_a_00056. eCollection 2024 Jan 1.
Magnetoencephalography (MEG) is a non-invasive functional imaging technique for pre-surgical mapping. However, movement-related MEG functional mapping of primary motor cortex (M1) has been challenging in presurgical patients with brain lesions and sensorimotor dysfunction due to the large numbers of trials needed to obtain adequate signal to noise. Moreover, it is not fully understood how effective the brain communication is with the muscles at frequencies above the movement frequency and its harmonics. We developed a novel Electromyography (EMG)-projected MEG source imaging technique for localizing early-stage (-100 to 0 ms) M1 activity during l min recordings of left and right self-paced finger movements (1 Hz). High-resolution MEG source images were obtained by projecting M1 activity towards the skin EMG signal without trial averaging. We studied delta (1-4 Hz), theta (4-7 Hz), alpha (8-12 Hz), beta (15-30 Hz), gamma (30-90 Hz), and upper-gamma (60-90 Hz) bands in 13 healthy participants (26 datasets) and three presurgical patients with sensorimotor dysfunction. In healthy participants, EMG-projected MEG accurately localized M1 with high accuracy in delta (100.0%), theta (100.0%), and beta (76.9%) bands, but not alpha (34.6%) or gamma/upper-gamma (0.0%) bands. Except for delta, all other frequency bands were above the movement frequency and its harmonics. In three presurgical patients, M1 activity in the affected hemisphere was also accurately localized, despite highly irregular EMG movement patterns in one patient. Altogether, our EMG-projected MEG imaging approach is highly accurate and feasible for M1 mapping in presurgical patients. The results also provide insight into movement-related brain-muscle coupling above the movement frequency and its harmonics.
脑磁图(MEG)是一种用于术前脑图谱绘制的非侵入性功能成像技术。然而,对于患有脑损伤和感觉运动功能障碍的术前患者,由于需要大量试验来获得足够的信噪比,对初级运动皮层(M1)进行与运动相关的MEG功能图谱绘制一直具有挑战性。此外,对于运动频率及其谐波以上频率的大脑与肌肉之间的通信效果如何,目前尚未完全了解。我们开发了一种新颖的肌电图(EMG)投影MEG源成像技术,用于在左右自主手指运动(约1Hz)的约1分钟记录期间定位早期(-100至0ms)M1活动。通过将M1活动投影到皮肤EMG信号上而无需试验平均,获得了高分辨率的MEG源图像。我们研究了13名健康参与者(26个数据集)和三名患有感觉运动功能障碍的术前患者的δ(1-4Hz)、θ(4-7Hz)、α(8-12Hz)、β(15-30Hz)、γ(30-90Hz)和上γ(60-90Hz)频段。在健康参与者中,EMG投影MEG在δ(100.0%)、θ(100.0%)和β(76.9%)频段中以高精度准确地定位了M1,但在α(34.6%)或γ/上γ(0.0%)频段中则不然。除了δ频段外,所有其他频段都高于运动频率及其谐波。在三名术前患者中,尽管一名患者的EMG运动模式高度不规则,但受影响半球的M1活动也被准确地定位。总体而言,我们的EMG投影MEG成像方法对于术前患者的M1图谱绘制非常准确且可行。这些结果还为运动频率及其谐波以上的与运动相关的脑-肌肉耦合提供了见解。