School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, TX, USA.
McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
Neuroimage. 2019 Apr 15;190:46-55. doi: 10.1016/j.neuroimage.2017.12.081. Epub 2018 Feb 15.
The hemodynamic response function (HRF), a model of brain blood-flow changes in response to neural activity, reflects communication between neurons and the vasculature that supplies these neurons in part by means of glial cell intermediaries (e.g., astrocytes). Intact neural-vascular communication might play a central role in optimal cognitive performance. This hypothesis can be tested by comparing healthy individuals to those with known white-matter damage and impaired performance, as seen in Multiple Sclerosis (MS). Glial cell intermediaries facilitate the ability of neurons to adequately convey metabolic needs to cerebral vasculature for sufficient oxygen and nutrient perfusion. In this study, we isolated measurements of the HRF that could quantify the extent to which white-matter affects neural-vascular coupling and cognitive performance. HRFs were modeled from multiple brain regions during multiple cognitive tasks using piecewise cubic spline functions, an approach that minimized assumptions regarding HRF shape that may not be valid for diseased populations, and were characterized using two shape metrics (peak amplitude and time-to-peak). Peak amplitude was reduced, and time-to-peak was longer, in MS patients relative to healthy controls. Faster time-to-peak was predicted by faster reaction time, suggesting an important role for vasodilatory speed in the physiology underlying processing speed. These results support the hypothesis that intact neural-glial-vascular communication underlies optimal neural and cognitive functioning.
血流动力反应函数(HRF),即大脑血液流动对神经活动的反应模型,反映了神经元和为这些神经元供血的脉管系统之间的通讯,部分是通过神经胶质细胞中介(如星形胶质细胞)实现的。完整的神经血管通讯可能在最佳认知表现中发挥核心作用。这一假说可以通过将健康个体与已知的白质损伤和表现受损的个体(如多发性硬化症(MS)患者)进行比较来验证。神经胶质细胞中介促进了神经元向脑脉管系统充分传递代谢需求以获得足够的氧气和营养灌注的能力。在这项研究中,我们分离了可以量化白质对神经血管耦合和认知表现影响程度的 HRF 测量值。使用分段三次样条函数对来自多个大脑区域在多个认知任务期间的 HRF 进行建模,这种方法最大限度地减少了对 HRF 形状的假设,因为这些假设可能不适用于患病人群,并且使用两个形状度量(峰值幅度和达峰时间)来对其进行了描述。与健康对照组相比,MS 患者的 HRF 峰值幅度降低,达峰时间延长。达峰时间越快,反应时间越快,这表明血管扩张速度在认知处理速度的生理学基础中起着重要作用。这些结果支持了以下假说:即完整的神经胶质血管通讯是最佳神经和认知功能的基础。