Markow Zachary E, Trobaugh Jason W, Richter Edward J, Tripathy Kalyan, Rafferty Sean M, Svoboda Alexandra M, Schroeder Mariel L, Burns-Yocum Tracy M, Bergonzi Karla M, Chevillet Mark A, Mugler Emily M, Eggebrecht Adam T, Culver Joseph P
bioRxiv. 2023 Jul 25:2023.07.21.549920. doi: 10.1101/2023.07.21.549920.
Functional magnetic resonance imaging (fMRI) has dramatically advanced non-invasive human brain mapping and decoding. Functional near-infrared spectroscopy (fNIRS) and high-density diffuse optical tomography (HD-DOT) non-invasively measure blood oxygen fluctuations related to brain activity, like fMRI, at the brain surface, using more-lightweight equipment that circumvents ergonomic and logistical limitations of fMRI. HD-DOT grids have smaller inter-optode spacing (∼13 mm) than sparse fNIRS (∼30 mm) and therefore provide higher image quality, with spatial resolution ∼1/2 that of fMRI. Herein, simulations indicated reducing inter-optode spacing to 6.5 mm would further improve image quality and noise-resolution tradeoff, with diminishing returns below 6.5 mm. We then constructed an ultra-high-density DOT system (6.5-mm spacing) with 140 dB dynamic range that imaged stimulus-evoked activations with 30-50% higher spatial resolution and repeatable multi-focal activity with excellent agreement with participant-matched fMRI. Further, this system decoded visual stimulus position with 19-35% lower error than previous HD-DOT, throughout occipital cortex.
功能磁共振成像(fMRI)极大地推动了无创性人脑图谱绘制与解码技术的发展。功能近红外光谱技术(fNIRS)和高密度扩散光学断层扫描技术(HD-DOT)能够像fMRI一样,在脑表面非侵入性地测量与大脑活动相关的血氧波动情况,所使用的设备更为轻便,规避了fMRI在人体工程学和后勤保障方面的限制。HD-DOT网格的光极间距(约13毫米)比稀疏fNIRS(约30毫米)更小,因此图像质量更高,空间分辨率约为fMRI的二分之一。在此,模拟结果表明,将光极间距减小至6.5毫米将进一步改善图像质量以及噪声与分辨率之间的权衡关系,而在6.5毫米以下则收益递减。随后,我们构建了一个动态范围为140分贝的超高密度DOT系统(间距6.5毫米),该系统对刺激诱发激活的成像空间分辨率提高了30%-50%,且可重复的多焦点活动与参与者匹配的fMRI结果高度吻合。此外,在整个枕叶皮层,该系统解码视觉刺激位置的误差比之前的HD-DOT低19%-35%。