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比较潮气末二氧化碳、呼吸量每时间(RVT)和平均灰质信号,以使用屏气任务 BOLD fMRI 绘制脑血管反应性幅度和延迟图。

Comparing end-tidal CO, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI.

机构信息

Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States; Department of Biomedical Engineering, McCormick School of Engineering and Applied Sciences, Northwestern University, Evanston, IL, United States.

Basque Center on Cognition, Brain and Language, Donostia, Gipuzkoa, Spain; Neuro-X Institute, École polytechnique fédérale de Lausanne, Geneva, Switzerland; Department of Radiology and Medical Informatics (DRIM), Faculty of Medicine, University of Geneva, Geneva, Switzerland.

出版信息

Neuroimage. 2023 May 15;272:120038. doi: 10.1016/j.neuroimage.2023.120038. Epub 2023 Mar 22.

Abstract

Cerebrovascular reactivity (CVR), defined as the cerebral blood flow response to a vasoactive stimulus, is an imaging biomarker with demonstrated utility in a range of diseases and in typical development and aging processes. A robust and widely implemented method to map CVR involves using a breath-hold task during a BOLD fMRI scan. Recording end-tidal CO (PCO) changes during the breath-hold task is recommended to be used as a reference signal for modeling CVR amplitude in standard units (%BOLD/mmHg) and CVR delay in seconds. However, obtaining reliable PCO recordings requires equipment and task compliance that may not be achievable in all settings. To address this challenge, we investigated two alternative reference signals to map CVR amplitude and delay in a lagged general linear model (lagged-GLM) framework: respiration volume per time (RVT) and average gray matter BOLD response (GM-BOLD). In 8 healthy adults with multiple scan sessions, we compare spatial agreement of CVR maps from RVT and GM-BOLD to those generated with PCO. We define a threshold to determine whether a PCO recording has "sufficient" quality for CVR mapping and perform these comparisons in 16 datasets with sufficient PCO and 6 datasets with insufficient PCO. When PCO quality is sufficient, both RVT and GM-BOLD produce CVR amplitude maps that are nearly identical to those from PCO (after accounting for differences in scale), with the caveat they are not in standard units to facilitate between-group comparisons. CVR delays are comparable to PCO with an RVT regressor but may be underestimated with the average GM-BOLD regressor. Importantly, when PCO quality is insufficient, RVT and GM-BOLD CVR recover reasonable CVR amplitude and delay maps, provided the participant attempted the breath-hold task. Therefore, our framework offers a solution for achieving high quality CVR maps in both retrospective and prospective studies where sufficient PCO recordings are not available and especially in populations where obtaining reliable measurements is a known challenge (e.g., children). Our results have the potential to improve the accessibility of CVR mapping and to increase the prevalence of this promising metric of vascular health.

摘要

脑血管反应性(CVR)定义为血流对血管活性刺激的反应,是一种成像生物标志物,已在多种疾病以及正常发育和衰老过程中得到证实具有应用价值。一种广泛应用于映射 CVR 的稳健方法是在 BOLD fMRI 扫描期间使用屏气任务。建议在屏气任务期间记录呼气末 CO(PCO)变化,作为建模 CVR 幅度的标准单位(%BOLD/mmHg)和 CVR 延迟的参考信号(以秒为单位)。然而,获得可靠的 PCO 记录需要设备和任务的依从性,这在所有环境中可能无法实现。为了解决这一挑战,我们研究了两种替代参考信号,以在滞后广义线性模型(lagged-GLM)框架中映射 CVR 幅度和延迟:呼吸容积/时间(RVT)和平均灰质 BOLD 反应(GM-BOLD)。在 8 名具有多次扫描会话的健康成年人中,我们比较了 RVT 和 GM-BOLD 的 CVR 图与使用 PCO 生成的 CVR 图的空间一致性。我们定义了一个阈值来确定 PCO 记录是否具有进行 CVR 映射的“足够”质量,并在 16 个具有足够 PCO 的数据集和 6 个具有不足 PCO 的数据集上执行这些比较。当 PCO 质量足够时,RVT 和 GM-BOLD 都可以生成与 PCO 几乎相同的 CVR 幅度图(在考虑到比例差异后),但它们不在标准单位内,以便于组间比较。使用 RVT 回归器,CVR 延迟与 PCO 相当,但使用平均 GM-BOLD 回归器可能会低估 CVR 延迟。重要的是,当 PCO 质量不足时,RVT 和 GM-BOLD 的 CVR 可以恢复合理的 CVR 幅度和延迟图,前提是参与者尝试了屏气任务。因此,我们的框架为在无法获得足够的 PCO 记录的回顾性和前瞻性研究中实现高质量的 CVR 图提供了一种解决方案,尤其是在获得可靠测量值是已知挑战的人群中(例如儿童)。我们的结果有可能提高 CVR 映射的可及性,并增加这种有前途的血管健康指标的普及度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f0/10266270/e206e8c78831/nihms-1891316-f0011.jpg

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