Shirota Yuichiro, Fushimi Motofumi, Sekino Masaki, Yumoto Masato
Department of Clinical Laboratory, The University of Tokyo Hospital, Tokyo, Japan.
Department of Bioengineering, The Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.
Front Hum Neurosci. 2023 Sep 13;17:1270605. doi: 10.3389/fnhum.2023.1270605. eCollection 2023.
Magnetoencephalography (MEG) can measure weak magnetic fields produced by electrical brain activity. Transcranial direct current stimulation (tDCS) can affect such brain activities. The concurrent application of both, however, is challenging because tDCS presents artifacts on the MEG signal. If brain activity during tDCS can be elucidated by MEG, mechanisms of plasticity-inducing and other effects of tDCS would be more comprehensively understood. We tested the technical feasibility of MEG during tDCS using a phantom that produces an artificial current dipole simulating focal brain activity. An earlier study investigated estimation of a single oscillating phantom dipole during tDCS, and we systematically tested multiple dipole locations with a different MEG device.
A phantom provided by the manufacturer was used to produce current dipoles from 32 locations. For the 32 dipoles, MEG was recorded with and without tDCS. Temporally extended signal space separation (tSSS) was applied for artifact rejection. Current dipole sources were estimated as equivalent current dipoles (ECDs). The ECD modeling quality was assessed using localization error, amplitude error, and goodness of fit (GOF). The ECD modeling performance with and without tDCS, and with and without tSSS was assessed.
Mean localization errors of the 32 dipoles were 1.70 ± 0.72 mm (tDCS off, tSSS off, mean ± standard deviation), 6.13 ± 3.32 mm (tDCS on, tSSS off), 1.78 ± 0.83 mm (tDCS off, tSSS on), and 5.73 ± 1.60 mm (tDCS on, tSSS on). Mean GOF findings were, respectively, 92.3, 87.4, 97.5, and 96.7%. Modeling was affected by tDCS and restored by tSSS, but improvement of the localization error was marginal, even with tSSS. Also, the quality was dependent on the dipole location.
Concurrent tDCS-MEG recording is feasible, especially when tSSS is applied for artifact rejection and when the assumed location of the source of activity is favorable for modeling. More technical studies must be conducted to confirm its feasibility with different source modeling methods and stimulation protocols. Recovery of single-trial activity under tDCS warrants further research.
脑磁图(MEG)能够测量由脑电活动产生的微弱磁场。经颅直流电刺激(tDCS)会影响此类脑活动。然而,同时应用这两种技术具有挑战性,因为tDCS会在MEG信号上产生伪迹。如果tDCS期间的脑活动能够通过MEG得以阐明,那么tDCS诱导可塑性及其他效应的机制将能得到更全面的理解。我们使用一个产生模拟局灶性脑活动的人工电流偶极子的模型,测试了tDCS期间MEG的技术可行性。一项早期研究调查了tDCS期间单个振荡模型偶极子的估计,而我们使用不同的MEG设备系统地测试了多个偶极子位置。
使用制造商提供的模型从32个位置产生电流偶极子。对于这32个偶极子,在有和没有tDCS的情况下记录MEG。应用时间扩展信号空间分离(tSSS)来抑制伪迹。将电流偶极子源估计为等效电流偶极子(ECD)。使用定位误差、幅度误差和拟合优度(GOF)来评估ECD建模质量。评估了有和没有tDCS以及有和没有tSSS时的ECD建模性能。
32个偶极子的平均定位误差分别为1.70±0.72毫米(tDCS关闭,tSSS关闭,平均值±标准差)、6.13±3.32毫米(tDCS开启,tSSS关闭)、1.78±0.83毫米(tDCS关闭,tSSS开启)和5.73±1.60毫米(tDCS开启,tSSS开启)。平均GOF结果分别为92.3%、87.4%、97.5%和96.7%。建模受到tDCS的影响并通过tSSS得以恢复,但即使使用tSSS,定位误差的改善也很有限。此外,质量取决于偶极子位置。
同时进行tDCS - MEG记录是可行的,特别是当应用tSSS来抑制伪迹且活动源的假定位置有利于建模时。必须进行更多的技术研究,以使用不同的源建模方法和刺激方案来确认其可行性。tDCS下单次试验活动的恢复值得进一步研究。