共 63 条
Free-water diffusion tensor imaging improves the accuracy and sensitivity of white matter analysis in Alzheimer's disease
被引:83
作者:

Bergamino, Maurizio
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h-index: 0
机构:
Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA

Walsh, Ryan R.
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h-index: 0
机构:
Barrow Neurol Inst, Muhammad Ali Parkinson Ctr, Phoenix, AZ 85013 USA Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA

Stokes, Ashley M.
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h-index: 0
机构:
Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA
机构:
[1] Barrow Neurol Inst, Div Neuroimaging Res, Phoenix, AZ 85013 USA
[2] Barrow Neurol Inst, Muhammad Ali Parkinson Ctr, Phoenix, AZ 85013 USA
关键词:
D O I:
10.1038/s41598-021-86505-7
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
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.
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