Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3609-3612. doi: 10.1109/EMBC46164.2021.9630249.
Diffuse optical tomography (DOT), based on functional near-infrared spectroscopy, is a portable, low-cost, noninvasive functional neuroimaging technology for studying the human brain in normal and diseased conditions. The goal of the present study was to evaluate the performance of a cap-based brain-wide DOT (BW-DOT) framework in mapping brain-wide networked activities. We first analyzed point-spread-function (PSF)-based metrics on a realistic head geometry. Our simulation results indicated that these metrics of the optode cap varied across the brain and were of lower quality in brain areas deep or away from the optodes. We further reconstructed brain-wide resting-state networks using experimental data from healthy participants, which resembled the template networks established in the fMRI literature. The preliminary results of the present study highlight the importance of evaluating PSF-based metrics on realistic head geometries for DOT and suggest that BW-DOT technology is a promising functional neuroimaging tool for studying brain-wide neural activities and large-scale neural networks, which was not available by patch-based DOT. A full-scope evaluation and validation in more realistic head models and more participants are needed in the future to establish the findings of the present study further.Clinical relevance- Via simulations and experimental evaluation, this work establishes a novel framework to image large-scale brain networks, which benefits the patient population, such as bedridden patients, infants, etc., who otherwise cannot undergo conventional brain monitoring modalities like fMRI and PET.
弥散光学断层成像(DOT)基于功能近红外光谱,是一种用于研究正常和患病状态下人脑的便携式、低成本、非侵入性的功能神经影像学技术。本研究的目的是评估基于帽式的全脑 DOT(BW-DOT)框架在绘制全脑网络活动图方面的性能。我们首先分析了基于点扩散函数(PSF)的指标在真实头部几何形状上的表现。我们的模拟结果表明,这些光纤帽的指标在整个大脑中存在差异,并且在远离光纤的大脑区域或深处的质量较差。我们进一步使用健康参与者的实验数据重建了全脑静息态网络,这些网络与 fMRI 文献中建立的模板网络相似。本研究的初步结果强调了在 DOT 中对真实头部几何形状进行基于 PSF 的指标评估的重要性,并表明 BW-DOT 技术是一种很有前途的功能神经影像学工具,可用于研究全脑神经活动和大规模神经网络,而这在基于补丁的 DOT 中是无法实现的。未来需要在更真实的头部模型和更多参与者中进行全面评估和验证,以进一步确立本研究的结果。
临床意义- 通过模拟和实验评估,这项工作建立了一种新的框架来绘制大规模脑网络,这有利于卧床不起的患者、婴儿等患者群体,他们否则无法接受 fMRI 和 PET 等传统的脑监测模式。