稳健外推半固体磁化转移参考拟合定量酰胺质子转移成像在3t:应用于轻度认知障碍和轻度痴呆患者。

IF 3 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Jingpu Wu, Zongpai Zhang, Isabel M Rios Pulgar, Shanshan Jiang, Puyang Wang, Keyi Chai, Arvind P Pathak, Kenichi Oishi, Yuguo Li, Jee Bang, Abhay Moghekar, Carrie Wagandt, Gwenn S Smith, Chiadi U Onyike, Gregory M Pontone, Arnold Bakker, Jinyuan Zhou
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引用次数: 0

摘要

目的:完善外推半固体磁化转移参考(EMR)法在酰胺质子转移(APT)定量中的应用。方法:对12例患者(7例轻度认知障碍,5例轻度痴呆,66.3±8.7岁)和13例年龄匹配的认知正常志愿者(68.6±8.0岁),以及10%交联牛血清白蛋白幻影进行3t扫描。提出了一种由粗到精的两步EMR拟合方法,并引入了一个偏差项来补偿理想模型与实际数据之间的差异。比较了不同EMR拟合方法和两组之间拟合的模型参数和计算的APT#和noe#(核Overhauser效应)。采用归一化均方根误差测量拟合曲线与获得的z谱之间的差异。结果:幻影结果证实了所提出的EMR方法具有更低的拟合误差和更接近于零的APT#和noe#信号。人体测试结果显示,特定的APT#信号峰值为3.5 ppm。轻度认知障碍/轻度痴呆组海马的APT#明显升高(平均APT# = 3.09%,而认知正常组为2.41%;p = 0.002)。海马中的APT#信号在区分认知正常个体和轻度认知障碍/轻度痴呆患者方面比APT加权信号具有更高的准确性(曲线下面积为0.92比0.67)。结论:提出的EMR方法能够更准确地量化APT信号,并有可能促进APT成像在阿尔茨海默病及相关痴呆的诊断和分期中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Extrapolated Semi-Solid Magnetization Transfer Reference Fitting for Quantitative Amide Proton Transfer Imaging at 3 T: Application to Patients With Mild Cognitive Impairment and Mild Dementia.

Purpose: To refine the utility of the extrapolated semi-solid magnetization transfer reference (EMR) method for amide proton transfer (APT) quantification.

Methods: Twelve patients (7 mild cognitive impairment and 5 mild dementia; 66.3 ± 8.7 years) and 13 age-matched, cognitively normal volunteers (68.6 ± 8.0 years), as well as a 10% cross-linked bovine-serum-albumin phantom, were scanned at 3 T. A two-step, coarse-to-fine EMR fitting approach was developed, and a bias term was introduced to compensate for the discrepancy between the ideal model and practical data. The fitted model parameters and calculated APT# and NOE# (nuclear Overhauser effect) were compared across different EMR fitting methods and between the two groups. The normalized-root-mean-squared-error was used to measure the discrepancy between fitted curves and acquired Z-spectra.

Results: Phantom results confirmed that the proposed EMR method had lower fitting errors and closer-to-zero APT# and NOE# signals. Human results showed the specific APT# signals peaked at 3.5 ppm. A noticeable APT# increase in the hippocampus was seen in the mild cognitive impairment/mild dementia group (mean APT# = 3.09%, compared to 2.41% in the cognitively normal group; p = 0.002). The APT# signal in the hippocampus provided higher accuracy in differentiating between cognitively normal individuals and those with mild cognitive impairment/mild dementia than APT-weighted signal (an area-under-the-curve of 0.92 compared to 0.67).

Conclusion: The proposed EMR method enabled more accurate quantification of APT signals and could potentially facilitate the use of APT imaging in the diagnosis and staging of Alzheimer's disease and related dementias.

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来源期刊
CiteScore
6.70
自引率
24.20%
发文量
376
审稿时长
2-4 weeks
期刊介绍: Magnetic Resonance in Medicine (Magn Reson Med) is an international journal devoted to the publication of original investigations concerned with all aspects of the development and use of nuclear magnetic resonance and electron paramagnetic resonance techniques for medical applications. Reports of original investigations in the areas of mathematics, computing, engineering, physics, biophysics, chemistry, biochemistry, and physiology directly relevant to magnetic resonance will be accepted, as well as methodology-oriented clinical studies.
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