Non-contrast quantitative study of brain perfusion changes in multiple sclerosis

V. V. Popov, Yulia A. Stankevich, L. M. Vasilkiv, A. Tulupov
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Abstract

BACKGROUND: Non-contrast magnetic resonance perfusion can identify areas of cerebral perfusion changes in patients with multiple sclerosis, even in the absence of focal lesions [1]. This technique offers several advantages, including non-invasiveness [2] and a short data collection time, which allows for repeated examinations and dynamic monitoring without contrast loading on the patient. The use of contrast-free magnetic resonance perfusion in patients with multiple sclerosis may prove to be a valuable diagnostic, management, and evaluation tool for the disease course. Nevertheless, the quantitative assessment of perfusion in multiple sclerosis remains a relatively understudied area in clinical practice [3]. The application of the developed algorithm for postprocessing of non-contrast MR perfusion data allows for the assessment of specific areas of interest and the estimation of absolute perfusion values in milliliters per 100 grams per minute. AIM: The study aims to develop an algorithm and investigate cerebral perfusion changes by non-contrast magnetic resonance perfusion in patients with multiple sclerosis compared with controls. MATERIALS AND METHODS: The study population comprises patients with multiple sclerosis (n=15) and a control group (n=15). The methodology employed in this study is magnetic resonance imaging on a 3.0T Philips Ingenia machine, using the basic study protocol (T1- and T2-weighted images, FLAIR, DIR, and CE_T1) and supplemented with pseudo-continuous arterial spin labeling (pCASL). The statistical analysis employed nonparametric methods. RESULTS: The quantitative processing of non-contrast perfusion data presents significant challenges. To address this, an algorithm was developed, which incorporates the use of the following software: Radiant, MatLAB, FSL (BASIL), MriCroGL, PyCharm. The perfusion in a group of conditionally healthy volunteers, without consideration of liquor-containing spaces and cerebral vessels, was isolated and co-registered with the atlas of T1-weighted images. The average perfusion was found to be 52.8±1.32 mL/(100 g×min), which is consistent with the findings of leading studies worldwide and reflects the efficacy and quality of the algorithm [4, 5]. Furthermore, within the context of the study, values for the demyelination focus [9.7 ± 5.4 mL/(100 g×min)] and for the visually intact white matter of the cerebral hemispheres [46.1 ± 1.7 mL/(100 g×min)] were obtained in the group of patients with multiple sclerosis. Moreover, a diffuse decrease in perfusion indices in visually intact regions of the cerebral hemispheres relative to the control group was revealed. This finding is also widely reported in the scientific literature [6]. CONCLUSIONS: The application of the developed algorithm for the analysis of pseudo-continuous arterial spin labeling in patients with multiple sclerosis allows for the assessment of perfusion in both the focus of demyelination and in the visually intact white matter of the cerebral hemispheres. It was demonstrated that in visually intact areas of the cerebral hemispheres, there is a diffuse decrease in perfusion indices (on average by 13%) relative to the results of the control group. This observation indicates that the use of the pseudo-continuous arterial spin labeling method allows for the suspicion of the appearance of foci before their clinical and morphological verification on other routine sequences.
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多发性硬化症脑灌注变化的非对比定量研究
背景:非对比磁共振灌注可确定多发性硬化症患者的脑灌注变化区域,即使没有病灶[1]。这种技术有几个优点,包括无创[2]和数据采集时间短,因此可以在患者无造影剂负荷的情况下进行重复检查和动态监测。在多发性硬化症患者中使用无造影剂磁共振灌注可能会被证明是诊断、管理和评估病程的重要工具。然而,在临床实践中,多发性硬化症灌注的定量评估仍是一个研究相对不足的领域[3]。应用所开发的算法对非对比 MR 灌注数据进行后处理,可以评估特定的关注区域,并估算出以毫升/100 克/分钟为单位的绝对灌注值。目的:本研究旨在开发一种算法,并通过非对比磁共振灌注研究多发性硬化症患者与对照组相比的脑灌注变化。材料与方法:研究对象包括多发性硬化症患者(15 人)和对照组(15 人)。本研究采用的方法是在 3.0T 飞利浦 Ingenia 机器上进行磁共振成像,使用基本研究方案(T1 和 T2 加权图像、FLAIR、DIR 和 CE_T1),并辅以伪连续动脉自旋标记(pCASL)。统计分析采用了非参数方法。结果:非对比灌注数据的定量处理面临巨大挑战。为了解决这个问题,我们开发了一种算法,并结合使用了以下软件:Radiant、MatLAB、FSL (BASIL)、MriCroGL 和 PyCharm。在不考虑含酒精空间和脑血管的情况下,分离出一组条件健康志愿者的血流灌注,并与 T1 加权图像图集共同注册。结果发现,平均灌注量为 52.8±1.32 mL/(100 g×min),这与全球领先研究的结果一致,反映了该算法的有效性和质量[4, 5]。此外,在本研究中,多发性硬化症患者组的脱髓鞘病灶值[9.7 ± 5.4 mL/(100 g×min)]和大脑半球视觉完整白质值[46.1 ± 1.7 mL/(100 g×min)]均有所提高。此外,与对照组相比,大脑半球视觉完整区域的灌注指数呈弥漫性下降。这一发现在科学文献中也有广泛报道[6]。结论:应用所开发的算法对多发性硬化症患者进行假连续动脉自旋标记分析,可以评估脱髓鞘病灶和大脑半球视觉完整白质的灌注情况。研究表明,与对照组的结果相比,大脑半球视觉完整区域的灌注指数呈弥漫性下降(平均下降 13%)。这一观察结果表明,使用假连续动脉自旋标记法可以在其他常规序列对病灶进行临床和形态学验证之前怀疑病灶的出现。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
44
审稿时长
5 weeks
期刊最新文献
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