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探索轻度认知障碍中的白质微观结构改变:一项利用扩散峰度成像和自由水成像的多模态扩散磁共振成像研究

Exploring white matter microstructural alterations in mild cognitive impairment: a multimodal diffusion MRI investigation utilizing diffusion kurtosis and free-water imaging.

作者信息

Nelson Megan R, Keeling Elizabeth G, Stokes Ashley M, Bergamino Maurizio

机构信息

Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ, United States.

School of Life Sciences, Arizona State University, Tempe, AZ, United States.

出版信息

Front Neurosci. 2024 Aug 7;18:1440653. doi: 10.3389/fnins.2024.1440653. eCollection 2024.

Abstract

BACKGROUND

Mild Cognitive Impairment (MCI) is a transitional stage from normal aging to dementia, characterized by noticeable changes in cognitive function that do not significantly impact daily life. Diffusion MRI (dMRI) plays a crucial role in understanding MCI by assessing white matter integrity and revealing early signs of axonal degeneration and myelin breakdown before cognitive symptoms appear.

METHODS

This study utilized the Alzheimer's Disease Neuroimaging Initiative (ADNI) database to compare white matter microstructure in individuals with MCI to cognitively normal (CN) individuals, employing advanced dMRI techniques such as diffusion kurtosis imaging (DKI), mean signal diffusion kurtosis imaging (MSDKI), and free water imaging (FWI).

RESULTS

Analyzing data from 55 CN subjects and 46 individuals with MCI, this study found significant differences in white matter integrity, particularly in free water levels and kurtosis values, suggesting neuroinflammatory responses and microstructural integrity disruption in MCI. Moreover, negative correlations between Mini-Mental State Examination (MMSE) scores and free water levels in the brain within the MCI group point to the potential of these measures as early biomarkers for cognitive impairment.

CONCLUSION

In conclusion, this study demonstrates how a multimodal advanced diffusion imaging approach can uncover early microstructural changes in MCI, offering insights into the neurobiological mechanisms behind cognitive decline.

摘要

背景

轻度认知障碍(MCI)是从正常衰老到痴呆的过渡阶段,其特征是认知功能有明显变化,但对日常生活没有显著影响。扩散磁共振成像(dMRI)通过评估白质完整性以及在认知症状出现之前揭示轴突变性和髓鞘破坏的早期迹象,在理解MCI方面发挥着关键作用。

方法

本研究利用阿尔茨海默病神经影像学倡议(ADNI)数据库,采用扩散峰度成像(DKI)、平均信号扩散峰度成像(MSDKI)和自由水成像(FWI)等先进的dMRI技术,比较MCI个体与认知正常(CN)个体的白质微观结构。

结果

通过分析55名CN受试者和46名MCI个体的数据,本研究发现白质完整性存在显著差异,尤其是在自由水水平和峰度值方面,这表明MCI中存在神经炎症反应和微观结构完整性破坏。此外,MCI组内简易精神状态检查表(MMSE)得分与脑内自由水水平之间的负相关表明,这些指标有可能作为认知障碍的早期生物标志物。

结论

总之,本研究证明了多模态先进扩散成像方法如何揭示MCI早期微观结构变化,为认知衰退背后的神经生物学机制提供见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c8f/11335656/95db2c7d69dc/fnins-18-1440653-g001.jpg

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