Altered Iron and Microstructure in Huntington's Disease Subcortical Nuclei: Insight From 7T MRI

部分各向异性 磁共振弥散成像 壳核 萎缩 医学 接收机工作特性 内科学 逻辑回归 人口 磁共振成像 病理 心理学 放射科 环境卫生
作者
Jingwen Yao,Melanie A. Morrison,Angela Jakary,Sivakami Avadiappan,Paul Rowley,Julia Glueck,Theresa Driscoll,Michael D. Geschwind,Alexandra Nelson,Kathrine L. Possin,Duan Xu,Christopher P. Hess,Janine M. Lupo
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:60 (4): 1484-1499 被引量:1
标识
DOI:10.1002/jmri.29195
摘要

Background Pathophysiological changes of Huntington's disease (HD) can precede symptom onset by decades. Robust imaging biomarkers are needed to monitor HD progression, especially before the clinical onset. Purpose To investigate iron dysregulation and microstructure alterations in subcortical regions as HD imaging biomarkers, and to associate such alterations with motor and cognitive impairments. Study Type Prospective. Population Fourteen individuals with premanifest HD (38.0 ± 11.0 years, 9 females; far‐from‐onset N = 6, near‐onset N = 8), 21 manifest HD patients (49.1 ± 12.1 years, 11 females), and 33 age‐matched healthy controls (43.9 ± 12.2 years, 17 females). Field Strength/Sequence 7 T, T 1 ‐weighted imaging, quantitative susceptibility mapping, and diffusion tensor imaging. Assessment Volume, susceptibility, fractional anisotropy (FA), and mean diffusivity (MD) within subcortical brain structures were compared across groups, used to establish HD classification models, and correlated to clinical measures and cognitive assessments. Statistical Tests Generalized linear model, multivariate logistic regression, receiver operating characteristics with the area under the curve (AUC), and likelihood ratio test comparing a volumetric model to one that also includes susceptibility and diffusion metrics, Wilcoxon paired signed‐rank test, and Pearson's correlation. A P ‐value <0.05 after Benjamini–Hochberg correction was considered statistically significant. Results Significantly higher striatal susceptibility and FA were found in premanifest and manifest HD preceding atrophy, even in far‐from‐onset premanifest HD compared to controls (putamen susceptibility: 0.027 ± 0.022 vs. 0.018 ± 0.013 ppm; FA: 0.358 ± 0.048 vs. 0.313 ± 0.039). The model with additional susceptibility, FA, and MD features showed higher AUC compared to volume features alone when differentiating premanifest HD from HC (0.83 vs. 0.66), and manifest from premanifest HD (0.94 vs. 0.83). Higher striatal susceptibility significantly correlated with cognitive deterioration in HD (executive function: r = −0.600; socioemotional function: r = −0.486). Data Conclusion 7 T MRI revealed iron dysregulation and microstructure alterations with HD progression, which could precede volume loss, provide added value to HD differentiation, and might be associated with cognitive changes. Evidence Level 2 Technical Efficacy Stage 2
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