Jones Rebecca M, DeRuiter Ryan M, Lee Hanjoo R, Munot Saachi, Belgharbi Hatim, Santibanez Francisco, Favorov Oleg V, Dayton Paul A, Pinton Gianmarco F
Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA.
Department of Applied Physics, Stanford University, Stanford, CA, 94305, USA.
Sci Rep. 2024 Dec 4;14(1):30240. doi: 10.1038/s41598-024-81243-y.
A long-standing goal of neuroimaging is the non-invasive volumetric assessment of whole brain function and structure at high spatial and temporal resolutions. Functional ultrasound (fUS) and ultrasound localization microscopy (ULM) are rapidly emerging techniques that promise to bring advanced brain imaging and therapy to the clinic with the safety and low-cost advantages associated with ultrasound. fUS has been used to study cerebral hemodynamics at high temporal resolutions while ULM has been used to study cerebral microvascular structure at high spatial resolutions. These two methods have complementary spatio-temporal characteristics, making them ideally suited for multimodal imaging, but both suffer from limitations associated with transcranial ultrasound imaging. Here, these two methods are combined on the same data acquisition, completely non-invasively, using contrast-enhancements, which solves the dual challenges of sensitivity during transcranial imaging and the ability to implement super-resolution. From this combined approach, the cerebral blood flow, activated brain region, brain connectivity, vessel diameter, and vessel velocity were all calculated from the same data acquisition. During stimulation periods, there was a statistically significant (p<0.0001) increase in cerebral blood flow, diameter, and global velocity, but a decrease in velocity in the activated region. Additionally, the global flow increased (p=0.11) and connectivity decreased (24.7%) when compared to baseline. This multimodal approach allows for the study of the relationship between cerebral hemodynamics (30 ms resolution) and the microvasculature (14.6 μm resolution) using one ultrasound scan.
神经成像的一个长期目标是在高空间和时间分辨率下对全脑功能和结构进行无创体积评估。功能超声(fUS)和超声定位显微镜(ULM)是迅速兴起的技术,有望凭借与超声相关的安全性和低成本优势,将先进的脑成像和治疗方法引入临床。fUS已被用于在高时间分辨率下研究脑血流动力学,而ULM则被用于在高空间分辨率下研究脑微血管结构。这两种方法具有互补的时空特性,使其非常适合多模态成像,但两者都存在与经颅超声成像相关的局限性。在此,这两种方法在同一数据采集中完全无创地结合使用对比增强技术,解决了经颅成像过程中的灵敏度和实现超分辨率能力这两个双重挑战。通过这种组合方法,脑血流量、激活的脑区、脑连接性、血管直径和血管速度均从同一数据采集中计算得出。在刺激期间,脑血流量、直径和整体速度有统计学显著增加(p<0.0001),但激活区域的速度有所下降。此外,与基线相比,整体血流量增加(p=0.11),连接性下降(24.7%)。这种多模态方法允许使用一次超声扫描来研究脑血流动力学(30毫秒分辨率)和微血管系统(14.6微米分辨率)之间的关系。