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使用多模态磁共振成像评估白质高信号强度的严重程度。

Assessment of white matter hyperintensity severity using multimodal magnetic resonance imaging.

作者信息

Parent Olivier, Bussy Aurélie, Devenyi Gabriel Allan, Dai Alyssa, Costantino Manuela, Tullo Stephanie, Salaciak Alyssa, Bedford Saashi, Farzin Sarah, Béland Marie-Lise, Valiquette Vanessa, Villeneuve Sylvia, Poirier Judes, Tardif Christine Lucas, Dadar Mahsa, Chakravarty M Mallar

机构信息

Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec H4H 1R3, Canada.

Integrated Program in Neuroscience, McGill University, Montreal, Quebec H3A 1A1, Canada.

出版信息

Brain Commun. 2023 Oct 19;5(6):fcad279. doi: 10.1093/braincomms/fcad279. eCollection 2023.

Abstract

White matter hyperintensities are radiological abnormalities reflecting cerebrovascular dysfunction detectable using MRI. White matter hyperintensities are often present in individuals at the later stages of the lifespan and in prodromal stages in the Alzheimer's disease spectrum. Tissue alterations underlying white matter hyperintensities may include demyelination, inflammation and oedema, but these are highly variable by neuroanatomical location and between individuals. There is a crucial need to characterize these white matter hyperintensity tissue alterations to improve prognosis and, potentially, treatment outcomes. How different MRI measure(s) of tissue microstructure capture clinically-relevant white matter hyperintensity tissue damage is currently unknown. Here, we compared six MRI signal measures sampled within white matter hyperintensities and their associations with multiple clinically-relevant outcomes, consisting of global and cortical brain morphometry, cognitive function, diagnostic and demographic differences and cardiovascular risk factors. We used cross-sectional data from 118 participants: healthy controls ( = 30), individuals at high risk for Alzheimer's disease due to familial history ( = 47), mild cognitive impairment ( = 32) and clinical Alzheimer's disease dementia ( = 9). We sampled the median signal within white matter hyperintensities on weighted MRI images [T-weighted (T1w), T-weighted (T2w), T1w/T2w ratio, fluid-attenuated inversion recovery (FLAIR)] as well as the relaxation times from quantitative T1 (qT1) and T2* (qT2*) images. qT2* and fluid-attenuated inversion recovery signals within white matter hyperintensities displayed different age- and disease-related trends compared to normal-appearing white matter signals, suggesting sensitivity to white matter hyperintensity-specific tissue deterioration. Further, white matter hyperintensity qT2*, particularly in periventricular and occipital white matter regions, was consistently associated with all types of clinically-relevant outcomes in both univariate and multivariate analyses and across two parcellation schemes. qT1 and fluid-attenuated inversion recovery measures showed consistent clinical relationships in multivariate but not univariate analyses, while T1w, T2w and T1w/T2w ratio measures were not consistently associated with clinical variables. We observed that the qT2* signal was sensitive to clinically-relevant microstructural tissue alterations specific to white matter hyperintensities. Our results suggest that combining volumetric and signal measures of white matter hyperintensity should be considered to fully characterize the severity of white matter hyperintensities . These findings may have implications in determining the reversibility of white matter hyperintensities and the potential efficacy of cardio- and cerebrovascular treatments.

摘要

白质高信号是反映脑血管功能障碍的影像学异常,可通过磁共振成像(MRI)检测到。白质高信号常见于老年人以及阿尔茨海默病谱系的前驱阶段。白质高信号背后的组织改变可能包括脱髓鞘、炎症和水肿,但这些改变在神经解剖位置和个体之间存在很大差异。迫切需要对白质高信号的组织改变进行特征描述,以改善预后并可能改善治疗效果。目前尚不清楚不同的MRI组织微结构测量方法如何捕捉与临床相关的白质高信号组织损伤。在此,我们比较了在白质高信号内采样的六种MRI信号测量值及其与多种临床相关结果的关联,这些结果包括全脑和皮质脑形态测量、认知功能、诊断和人口统计学差异以及心血管危险因素。我们使用了118名参与者的横断面数据:健康对照者(n = 30)、因家族病史有阿尔茨海默病高风险的个体(n = 47)、轻度认知障碍者(n = 32)和临床阿尔茨海默病痴呆患者(n = 9)。我们在加权MRI图像(T加权(T1w)、T加权(T2w)、T1w/T2w比值、液体衰减反转恢复(FLAIR))上对白质高信号内的中位数信号进行采样,以及从定量T1(qT1)和T2*(qT2*)图像中获取弛豫时间。与正常外观的白质信号相比,白质高信号内的qT2和液体衰减反转恢复信号显示出不同的年龄和疾病相关趋势,表明对白质高信号特异性组织恶化敏感。此外,在单变量和多变量分析以及两种脑区划分方案中,白质高信号qT2,特别是在脑室周围和枕叶白质区域,始终与所有类型的临床相关结果相关。qT1和液体衰减反转恢复测量值在多变量分析中显示出一致的临床关系,但在单变量分析中未显示,而T1w、T2w和T1w/T2w比值测量值与临床变量没有始终一致的关联。我们观察到qT2*信号对白质高信号特有的与临床相关的微结构组织改变敏感。我们的结果表明,应考虑结合白质高信号的体积和信号测量来全面表征白质高信号的严重程度。这些发现可能对确定白质高信号的可逆性以及心血管和脑血管治疗的潜在疗效具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f34/10636521/06b8a8c0358b/fcad279_ga1.jpg

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