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白质完整性的空间和信号特征及其与临床因素的关联:CARDIA脑MRI研究

Spatial and signal features of white matter integrity and associations with clinical factors: A CARDIA brain MRI study.

作者信息

Vedaei Faezeh, Srinivasan Dhivya, Parker Drew, Erus Guray, Dolui Sudipto, Sorond Farzaneh A, Jacobs David R, Launer Lenore J, Lackland Daniel T, Davatzikos Christos, Bryan R Nick, Nasrallah Ilya M

机构信息

AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA.

AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA.

出版信息

Neuroimage Clin. 2025 Mar 14;46:103768. doi: 10.1016/j.nicl.2025.103768.

Abstract

White matter hyperintensities (WMH) may be indicative of age-related cerebrovascular diseases and contribute to cognitive and functional decline. Normal appearing WM (NAWM) adjacent to WMH, termed "penumbra," is known to be vulnerable to future WMH pathology. WM integrity can be evaluated using multiple magnetic resonance imaging (MRI) modalities. We aimed to identify MRI features predictive of WMH growth and to compare the implications of these features based on spatial proximity to existing WMH versus signal features in baseline NAWM. We used baseline and 5-year follow-up MRI scans in 485 middle-aged participants form the Coronary Artery Risk Development in Young Adults (CARDIA). Multimodal MRI at baseline, including fluid attenuated inversion recovery (FLAIR), diffusion tensor imaging (DTI), and cerebral blood flow (CBF), was measured within WM ROIs including baseline WMH and regions that later developed into new WMH, within and external to the baseline penumbra. Overall, we found that 80% of new WMH appeared within the baseline penumbra. We also found lower fractional anisotropy (FA) and CBF and higher FLAIR and median diffusivity (MD) in NAWM at baseline in regions with subsequent WMH growth compared to those without WMH growth. For NAWM regions defined by signal features, subthreshold FA and suprathreshold MD and FLAIR abnormality at baseline were the most robust predictors of WMH growth. Baseline systolic blood pressure had significant associations with baseline abnormalities in NAWM and subsequently with cognitive decline, particularly for FA and MD measures. The findings support the use of DTI as the predictor of WMH growth, which is correlated with subtle, adverse WM alterations and cognitive function years before developing to WMH. The results may contribute to future clinical trials aimed at preserving WM integrity.

摘要

白质高信号(WMH)可能提示与年龄相关的脑血管疾病,并导致认知和功能衰退。已知与WMH相邻的外观正常的白质(NAWM),即“半暗带”,易患未来的WMH病变。可以使用多种磁共振成像(MRI)模式评估白质完整性。我们旨在识别预测WMH进展的MRI特征,并根据与现有WMH的空间邻近性与基线NAWM中的信号特征比较这些特征的影响。我们对485名中年参与者进行了基线和5年随访MRI扫描,这些参与者来自青年成人冠状动脉风险发展研究(CARDIA)。在白质感兴趣区(ROI)测量基线时的多模态MRI,包括液体衰减反转恢复(FLAIR)、扩散张量成像(DTI)和脑血流量(CBF),这些ROI包括基线WMH以及后来发展为新WMH的区域,在基线半暗带内和外部。总体而言,我们发现80%的新WMH出现在基线半暗带内。我们还发现,与无WMH进展的区域相比,在后续有WMH进展的区域,基线时NAWM中的分数各向异性(FA)和CBF较低,FLAIR和平均扩散率(MD)较高。对于由信号特征定义的NAWM区域,基线时低于阈值的FA以及高于阈值的MD和FLAIR异常是WMH进展最有力的预测指标。基线收缩压与NAWM中的基线异常显著相关,随后与认知衰退相关,特别是对于FA和MD测量。这些发现支持将DTI用作WMH进展的预测指标,DTI与在发展为WMH之前数年的细微、不良白质改变和认知功能相关。这些结果可能有助于未来旨在保持白质完整性的临床试验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c46/11964671/49873e4ee1e3/gr1.jpg

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