Multimodal Quantitative MRI of White and Gray Matter: Associations with Myelin-Related Metrics in the Healthy Adult Brain Using Synthetic MRI and IVIM-DWI

医学 白质 威尔科克森符号秩检验 定量评估 相关性 多重比较问题 卡帕 磁共振成像 病理 联想(心理学) 核医学 灌注 斯皮尔曼秩相关系数 髓鞘 脑组织 内科学 灌注扫描 大脑大小 磁共振弥散成像 临床意义 灰色(单位) 邦费罗尼校正 定量磁化率图 错误发现率 磁化率加权成像 遗传关联 曼惠特尼U检验
作者
Sami A. Alghamdi,Othman I. Alomair,Abdullah H. Abujamea
出处
期刊:Journal of Clinical Medicine [Multidisciplinary Digital Publishing Institute]
卷期号:15 (11): 4240-4240
标识
DOI:10.3390/jcm15114240
摘要

Background/Objectives: Quantitative MRI may support non-invasive characterization of myelin-related tissue properties, but the relative association of synthetic MRI (SyMRI) metrics and IVIM-DWI parameters with myelin-related measures remains unclear. This study investigated associations between SyMRI-derived quantitative measures, IVIM-derived parameters, and myelin-related indices in healthy adult brain tissue. Methods: Twenty-six healthy adults underwent IVIM-DWI and SyMRI. ROI-based quantitative parameters were extracted, including ADC, D, D*, perfusion fraction (f), T1, T2, and proton density (PD). SyMRI-derived myelin-correlated parenchymal fraction (MyCPF) and myelin-correlated volume (MyC) were obtained. ROI-averaged WM–GM differences were assessed using the Wilcoxon signed-rank test, and associations were evaluated using Spearman correlation with false discovery rate correction. Results: IVIM-derived parameters were significantly higher in WM, whereas T1 and PD were significantly higher in GM (all p < 0.001); T2 did not differ significantly (p = 0.901). In WM, PD showed a strong inverse association with MyCPF (ρ = −0.736, p < 0.001, q < 0.001), whereas its association with MyC did not remain significant after correction. In GM, PD showed a moderate inverse association with MyCPF (ρ = −0.532, p = 0.005), but this was not significant after correction (q = 0.073). No IVIM-derived parameter showed significant associations with myelin-related metrics after correction. Conclusions: PD showed the strongest association with MyCPF, particularly in WM, supporting its potential as a non-invasive marker of myelin-related tissue composition. IVIM-derived parameters showed limited relevance for myelin assessment in this healthy cohort.
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