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一种量化血流动力学延迟以改善 CO2 挑战 fMRI 中血流动力学反应和 CVR 估计的新方法。

A novel method of quantifying hemodynamic delays to improve hemodynamic response, and CVR estimates in CO2 challenge fMRI.

机构信息

Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.

School of Electrical Engineering, Yanshan University, Qinhuangdao, China.

出版信息

J Cereb Blood Flow Metab. 2021 Aug;41(8):1886-1898. doi: 10.1177/0271678X20978582. Epub 2021 Jan 14.

Abstract

Elevated carbon dioxide (CO2) in breathing air is widely used as a vasoactive stimulus to assess cerebrovascular functions under hypercapnia (i.e., "stress test" for the brain). Blood-oxygen-level-dependent (BOLD) is a contrast mechanism used in functional magnetic resonance imaging (fMRI). BOLD is used to study CO2-induced cerebrovascular reactivity (CVR), which is defined as the voxel-wise percentage BOLD signal change per mmHg change in the arterial partial pressure of CO2 (PaCO2). Besides the CVR, two additional important parameters reflecting the cerebrovascular functions are the arrival time of arterial CO2 at each voxel, and the waveform of the local BOLD signal. In this study, we developed a novel analytical method to accurately calculate the arrival time of elevated CO2 at each voxel using the systemic low frequency oscillations (sLFO: 0.01-0.1 Hz) extracted from the CO2 challenge data. In addition, 26 candidate hemodynamic response functions (HRF) were used to quantitatively describe the temporal brain reactions to a CO2 stimulus. We demonstrated that our approach improved the traditional method by allowing us to accurately map three perfusion-related parameters: the relative arrival time of blood, the hemodynamic response function, and CVR during a CO2 challenge.

摘要

呼吸空气中的二氧化碳(CO2)升高被广泛用作评估高碳酸血症下脑血管功能的血管活性刺激物(即大脑的“应激试验”)。血氧水平依赖(BOLD)是功能磁共振成像(fMRI)中使用的对比机制。BOLD 用于研究 CO2 诱导的脑血管反应性(CVR),其定义为动脉 CO2 分压(PaCO2)每变化 1mmHg 时体素的 BOLD 信号变化百分比。除了 CVR,还有两个反映脑血管功能的额外重要参数,即动脉 CO2 到达每个体素的时间,以及局部 BOLD 信号的波形。在这项研究中,我们开发了一种新的分析方法,使用从 CO2 挑战数据中提取的系统低频振荡(sLFO:0.01-0.1Hz)来准确计算每个体素中升高的 CO2 的到达时间。此外,还使用了 26 种候选血液动力学响应函数(HRF)来定量描述大脑对 CO2 刺激的时间反应。我们证明,我们的方法通过允许我们准确绘制三个与灌注相关的参数:血液的相对到达时间、CO2 挑战期间的血液动力学响应函数和 CVR,从而改进了传统方法。

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