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自由水扩散张量成像提高了阿尔茨海默病患者脑白质分析的准确性和敏感性。

Free-water diffusion tensor imaging improves the accuracy and sensitivity of white matter analysis in Alzheimer's disease.

机构信息

Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ, 85013, USA.

Muhammad Ali Parkinson Center, Barrow Neurological Institute, Phoenix, AZ, 85013, USA.

出版信息

Sci Rep. 2021 Mar 26;11(1):6990. doi: 10.1038/s41598-021-86505-7.

DOI:10.1038/s41598-021-86505-7
PMID:33772083
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7998032/
Abstract

Magnetic resonance imaging (MRI) based diffusion tensor imaging (DTI) can assess white matter (WM) integrity through several metrics, such as fractional anisotropy (FA), axial/radial diffusivities (AxD/RD), and mode of anisotropy (MA). Standard DTI is susceptible to the effects of extracellular free water (FW), which can be removed using an advanced free-water DTI (FW-DTI) model. The purpose of this study was to compare standard and FW-DTI metrics in the context of Alzheimer's disease (AD). Data were obtained from the Open Access Series of Imaging Studies (OASIS-3) database and included both healthy controls (HC) and mild-to-moderate AD. With both standard and FW-DTI, decreased FA was found in AD, mainly in the corpus callosum and fornix, consistent with neurodegenerative mechanisms. Widespread higher AxD and RD were observed with standard DTI; however, the FW index, indicative of AD-associated neurodegeneration, was significantly elevated in these regions in AD, highlighting the potential impact of free water contributions on standard DTI in neurodegenerative pathologies. Using FW-DTI, improved consistency was observed in FA, AxD, and RD, and the complementary FW index was higher in the AD group as expected. With both standard and FW-DTI, higher values of MA coupled with higher values of FA in AD were found in the anterior thalamic radiation and cortico-spinal tract, most likely arising from a loss of crossing fibers. In conclusion, FW-DTI better reflects the underlying pathology of AD and improves the accuracy of DTI metrics related to WM integrity in Alzheimer's disease.

摘要

磁共振成像(MRI)基于扩散张量成像(DTI)可以通过多个指标评估白质(WM)的完整性,例如分数各向异性(FA)、轴向/径向扩散系数(AxD/RD)和各向异性模式(MA)。标准 DTI 易受细胞外游离水(FW)的影响,可以使用先进的游离水 DTI(FW-DTI)模型去除。本研究旨在比较 AD 背景下的标准和 FW-DTI 指标。数据来自开放获取成像研究系列(OASIS-3)数据库,包括健康对照组(HC)和轻度至中度 AD 患者。在标准和 FW-DTI 中,AD 患者的 FA 值降低,主要在胼胝体和穹窿,与神经退行性机制一致。标准 DTI 观察到广泛的 AxD 和 RD 升高;然而,FW 指数,表明 AD 相关的神经退行性变,在 AD 患者的这些区域显著升高,突出了游离水对神经退行性病变标准 DTI 的潜在影响。使用 FW-DTI,FA、AxD 和 RD 的一致性得到改善,FW 指数在 AD 组中预期更高。在标准和 FW-DTI 中,AD 患者的前丘脑辐射和皮质脊髓束中发现 FA 升高的同时 MA 值更高,很可能是由于交叉纤维丢失所致。总之,FW-DTI 更好地反映了 AD 的潜在病理学,并提高了与 AD 患者 WM 完整性相关的 DTI 指标的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/04d33a3b5a0c/41598_2021_86505_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/82525aac9d94/41598_2021_86505_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/ff87900a4aa3/41598_2021_86505_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/bf5cb323725b/41598_2021_86505_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/04d33a3b5a0c/41598_2021_86505_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/82525aac9d94/41598_2021_86505_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/ff87900a4aa3/41598_2021_86505_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/bf5cb323725b/41598_2021_86505_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3a3/7998032/04d33a3b5a0c/41598_2021_86505_Fig4_HTML.jpg

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