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研究临床人群中基于血氧水平依赖(BOLD)的脑血管反应性的时间特征。

Examining temporal features of BOLD-based cerebrovascular reactivity in clinical populations.

作者信息

Marchena-Romero Kayley-Jasmin, Ji Xiang, Sommer Rosa, Centen Andrew, Ramirez Joel, Poulin Joshua M, Mikulis David, Thrippleton Michael, Wardlaw Joanna, Lim Andrew, Black Sandra E, MacIntosh Bradley J

机构信息

Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.

Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada.

出版信息

Front Neurol. 2023 Jun 15;14:1199805. doi: 10.3389/fneur.2023.1199805. eCollection 2023.

Abstract

BACKGROUND

Conventional cerebrovascular reactivity (CVR) estimation has demonstrated that many brain diseases and/or conditions are associated with altered CVR. Despite the clinical potential of CVR, characterization of temporal features of a CVR challenge remains uncommon. This work is motivated by the need to develop CVR parameters that characterize individual temporal features of a CVR challenge.

METHODS

Data were collected from 54 adults and recruited based on these criteria: (1) Alzheimer's disease diagnosis or subcortical Vascular Cognitive Impairment, (2) sleep apnea, and (3) subjective cognitive impairment concerns. We investigated signal changes in blood oxygenation level dependent (BOLD) contrast images with respect to hypercapnic and normocapnic CVR transition periods during a gas manipulation paradigm. We developed a model-free, non-parametric CVR metric after considering a range of responses through simulations to characterize BOLD signal changes that occur when transitioning from normocapnia to hypercapnia. The non-parametric CVR measure was used to examine regional differences across the insula, hippocampus, thalamus, and centrum semiovale. We also examined the BOLD signal transition from hypercapnia back to normocapnia.

RESULTS

We found a linear association between isolated temporal features of successive CO challenges. Our study concluded that the transition rate from hypercapnia to normocapnia was significantly associated with the second CVR response across all regions of interest ( < 0.001), and this association was highest in the hippocampus ( = 0.57,  < 0.0125).

CONCLUSION

This study demonstrates that it is feasible to examine individual responses associated with normocapnic and hypercapnic transition periods of a BOLD-based CVR experiment. Studying these features can provide insight on between-subject differences in CVR.

摘要

背景

传统的脑血管反应性(CVR)评估表明,许多脑部疾病和/或状况与CVR改变有关。尽管CVR具有临床潜力,但对CVR激发的时间特征进行表征仍不常见。这项工作的动机是需要开发能够表征CVR激发个体时间特征的CVR参数。

方法

从54名成年人中收集数据,并根据以下标准招募:(1)阿尔茨海默病诊断或皮质下血管性认知障碍,(2)睡眠呼吸暂停,(3)主观认知障碍问题。我们在气体操纵范式期间,研究了与高碳酸血症和正常碳酸血症CVR过渡期相关的血氧水平依赖(BOLD)对比图像中的信号变化。在通过模拟考虑一系列反应后,我们开发了一种无模型、非参数的CVR指标,以表征从正常碳酸血症过渡到高碳酸血症时发生的BOLD信号变化。使用非参数CVR测量来检查岛叶、海马体、丘脑和半卵圆中心的区域差异。我们还研究了从高碳酸血症回到正常碳酸血症的BOLD信号转变。

结果

我们发现连续CO激发的孤立时间特征之间存在线性关联。我们的研究得出结论,从高碳酸血症到正常碳酸血症的转变率与所有感兴趣区域的第二次CVR反应显著相关(<0.001),并且这种关联在海马体中最高(=0.57,<0.0125)。

结论

本研究表明,检查基于BOLD的CVR实验中与正常碳酸血症和高碳酸血症过渡期相关的个体反应是可行的。研究这些特征可以深入了解CVR的个体间差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bfe/10310960/dfc7a1587837/fneur-14-1199805-g001.jpg

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