Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA.
Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA.
Neuroimage Clin. 2023;38:103377. doi: 10.1016/j.nicl.2023.103377. Epub 2023 Mar 15.
Functional neuroimaging, which measures hemodynamic responses to brain activity, has great potential for monitoring recovery in stroke patients and guiding rehabilitation during recovery. However, hemodynamic responses after stroke are almost always altered relative to responses in healthy subjects and it is still unclear if these alterations reflect the underlying brain physiology or if the alterations are purely due to vascular injury. In other words, we do not know the effect of stroke on neurovascular coupling and are therefore limited in our ability to use functional neuroimaging to accurately interpret stroke pathophysiology. To address this challenge, we simultaneously captured neural activity, through fluorescence calcium imaging, and hemodynamics, through intrinsic optical signal imaging, during longitudinal stroke recovery. Our data suggest that neurovascular coupling was preserved in the chronic phase of recovery (2 weeks and 4 weeks post-stoke) and resembled pre-stroke neurovascular coupling. This indicates that functional neuroimaging faithfully represents the underlying neural activity in chronic stroke. Further, neurovascular coupling in the sub-acute phase of stroke recovery was predictive of long-term behavioral outcomes. Stroke also resulted in increases in global brain oscillations, which showed distinct patterns between neural activity and hemodynamics. Increased neural excitability in the contralesional hemisphere was associated with increased contralesional intrahemispheric connectivity. Additionally, sub-acute increases in hemodynamic oscillations were associated with improved sensorimotor outcomes. Collectively, these results support the use of hemodynamic measures of brain activity post-stroke for predicting functional and behavioral outcomes.
功能神经影像学通过测量大脑活动的血液动力学反应,具有监测中风患者康复和指导康复期间恢复的巨大潜力。然而,中风后的血液动力学反应几乎总是相对于健康受试者的反应发生改变,目前尚不清楚这些改变是否反映了潜在的大脑生理学,或者这些改变是否纯粹是由于血管损伤引起的。换句话说,我们不知道中风对神经血管耦合的影响,因此我们在使用功能神经影像学来准确解释中风病理生理学方面的能力受到限制。为了解决这一挑战,我们在中风恢复的纵向过程中同时通过荧光钙成像捕获神经活动,通过固有光学信号成像捕获血液动力学。我们的数据表明,神经血管耦合在恢复的慢性期(中风后 2 周和 4 周)得到保留,并且类似于中风前的神经血管耦合。这表明功能神经影像学忠实地反映了慢性中风下的潜在神经活动。此外,中风恢复的亚急性期的神经血管耦合可以预测长期的行为结果。中风还导致全局脑振荡增加,其在神经活动和血液动力学之间表现出不同的模式。对侧大脑半球的神经兴奋性增加与对侧大脑半球内连接的增加有关。此外,亚急性的血液动力学振荡增加与改善的感觉运动结果有关。总的来说,这些结果支持使用中风后大脑活动的血液动力学测量来预测功能和行为结果。