Frank Lawrence R, Galinsky Vitaly L, Krigolson Olave, Tapert Susan F, Bickel Stephan, Martinez Antigona
Center for Scientific Computation in Imaging, Department of Radiology, University of California San Diego, 8950 Villa La Jolla Dr., Suite B227, La Jolla, CA 92037, USA.
Center for Functional MRI, Department of Radiology, University of California San Diego, 9500 Gilman Dr., #0677, La Jolla, CA 92093-0677, USA.
Res Sq. 2025 Mar 12:rs.3.rs-2432269. doi: 10.21203/rs.3.rs-2432269/v2.
We present a method for spatially resolving the electric field potential throughout the entire volume of the human brain from electroencephalography (EEG) data. The method is a variation of the well-known 'source reconstruction' methods, but rather a direct solution to the EEG inverse problem based on our recently developed model for brain waves that demonstrates the inadequacy of the standard 'quasi-static approximation' that has fostered the belief that such a reconstruction is not physically possible. The method retains the high temporal/frequency resolution of EEG yet has spatial resolution comparable to (or better than) functional MRI (fMRI), without its significant inherent limitations. The method is validated using simultaneous EEG/fMRI data in healthy subjects, intracranial EEG data in epilepsy patients, comparison with numerical simulations, and a direct comparison with standard state-of-the-art EEG analysis in a well-established attention paradigm. The method is then demonstrated on a very large cohort of subjects performing a standard gambling task designed to activate the brain's 'reward circuit'. The technique uses the output from standard extant EEG systems and thus has potential for immediate benefit to a broad range of important basic scientific and clinical questions concerning brain electrical activity. By offering an inexpensive and portable alternative to fMRI, it provides a realistic methodology to efficiently promote the democratization of medicine.
我们提出了一种从脑电图(EEG)数据中对整个人脑体积内的电场电位进行空间分辨的方法。该方法是著名的“源重建”方法的一种变体,但它是基于我们最近开发的脑电波模型对EEG逆问题的直接解决方案,该模型表明了标准“准静态近似”的不足之处,而这种近似使得人们认为这种重建在物理上是不可能的。该方法保留了EEG的高时间/频率分辨率,同时具有与功能磁共振成像(fMRI)相当(或更好)的空间分辨率,且没有其显著的固有局限性。我们使用健康受试者的同步EEG/fMRI数据、癫痫患者的颅内EEG数据、与数值模拟的比较以及在一个成熟的注意力范式中与标准的最先进EEG分析进行直接比较,对该方法进行了验证。然后,我们在一大群执行旨在激活大脑“奖励回路”的标准赌博任务的受试者身上展示了该方法。该技术使用现有标准EEG系统的输出,因此有可能立即为一系列有关脑电活动的重要基础科学和临床问题带来益处。通过提供一种比fMRI更便宜且便携的替代方法,它为有效促进医学的普及提供了一种切实可行的方法。