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使用神经突方向离散度与密度成像评估血脂异常的老年人白质微结构改变与认知和运动功能障碍的相关性

White Matter Microstructure Alterations in Older Adults With Dyslipidemia Associated With Cognitive and Locomotor Dysfunction Evaluated Using Neurite Orientation Dispersion and Density Imaging.

作者信息

Mahemuti Zaimire, Andica Christina, Kamagata Koji, Takabayashi Kaito, Uchida Wataru, Guo Sen, Arai Takashi, Tabata Hiroki, Naito Hitoshi, Tamura Yoshifumi, Kawamori Ryuzo, Watada Hirotaka, Aoki Shigeki

机构信息

Department of Radiology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan.

Faculty of Health Data Science, Juntendo University, Urayasu, Chiba, Japan.

出版信息

Brain Behav. 2025 Jun;15(6):e70526. doi: 10.1002/brb3.70526.

Abstract

INTRODUCTION

Diffusion tensor imaging (DTI) studies have shown white matter (WM) microstructural alterations in individuals with dyslipidemia; however, DTI indices are not specific to WM pathology. However, neurite orientation dispersion and density imaging (NODDI) provides more specific measurements of WM microstructure. This study aimed to evaluate dyslipidemia-related WM microstructure alterations and their association with cognitive and motor functions using NODDI.

METHODS

The DTI and NODDI metrics were analyzed through tract-based spatial statistics between 24 older adults with dyslipidemia (low-density lipoprotein ≥140 mg/dL, high-density lipoprotein <40 mg/dL, and triglyceride ≥150 mg/dL, or under treatment) and 18 healthy control participants (HCs). Partial correlation tests were performed between diffusion magnetic resonance imaging measures and lipid profiles, cognitive, or locomotor scores in the dyslipidemia and HC groups separately. WM volumetry between HCs and dyslipidemia groups was also assessed. Age, gender, intracranial volume, and years of education were included as covariates in all analyses. A false discovery rate-corrected P value of <0.05 was considered statistically significant.

RESULTS

Individuals with dyslipidemia exhibited a notably reduced neurite density index (NDI) in several WM areas, including the posterior and superior corona radiata, the body, the genu, and the splenium of the corpus callosum, as well as the bilateral anterior and posterior internal capsule, compared with HCs. In the dyslipidemia group, lower NDI was significantly correlated with lower scores on the stand-up test and the Japanese version of the Montreal Cognitive Assessment. No significant differences were found in DTI metrics or WM volumes between dyslipidemia individuals and HCs.

CONCLUSION

Our findings suggest that NODDI can serve as a biomarker for assessing WM microstructural alterations in older adults with dyslipidemia. Particularly, NODDI indicates a lower intra-axonal volume, which may suggest axonal loss associated with dyslipidemia, and correlates with cognitive and locomotor function decline.

摘要

引言

扩散张量成像(DTI)研究表明,血脂异常个体存在白质(WM)微观结构改变;然而,DTI指标并非WM病理学所特有。然而,神经突方向离散度与密度成像(NODDI)能提供更具特异性的WM微观结构测量。本研究旨在使用NODDI评估与血脂异常相关的WM微观结构改变及其与认知和运动功能的关联。

方法

通过基于纤维束的空间统计学分析24名血脂异常的老年人(低密度脂蛋白≥140mg/dL,高密度脂蛋白<40mg/dL,甘油三酯≥150mg/dL,或正在接受治疗)和18名健康对照参与者(HCs)的DTI和NODDI指标。分别在血脂异常组和HC组中进行扩散磁共振成像测量与血脂谱、认知或运动评分之间的偏相关检验。还评估了HC组和血脂异常组之间的WM体积。年龄、性别、颅内体积和受教育年限在所有分析中作为协变量纳入。错误发现率校正后的P值<0.05被认为具有统计学意义。

结果

与HCs相比,血脂异常个体在几个WM区域,包括放射冠后部和上部、胼胝体体部、膝部和压部,以及双侧前、后内囊,神经突密度指数(NDI)显著降低。在血脂异常组中,较低的NDI与起立试验和日语版蒙特利尔认知评估的较低得分显著相关。血脂异常个体与HCs在DTI指标或WM体积上未发现显著差异。

结论

我们的研究结果表明,NODDI可作为评估血脂异常老年人WM微观结构改变的生物标志物。特别是,NODDI表明轴突内体积较低,这可能提示与血脂异常相关的轴突丢失,并与认知和运动功能下降相关。

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