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无约束定量磁化传递磁共振成像对临床前阿尔茨海默病淀粉样蛋白负荷的敏感性。

Sensitivity of unconstrained quantitative magnetization transfer MRI to Amyloid burden in preclinical Alzheimer's disease.

作者信息

Mao Andrew, Flassbeck Sebastian, Marchetto Elisa, Masurkar Arjun V, Rusinek Henry, Assländer Jakob

机构信息

Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA.

Center for Advanced Imaging Innovation and Research (CAIR), Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA.

出版信息

medRxiv. 2024 Jul 7:2024.04.15.24305860. doi: 10.1101/2024.04.15.24305860.

Abstract

Magnetization transfer MRI is sensitive to semi-solid macromolecules, including amyloid beta, and has previously been used to discriminate Alzheimer's disease (AD) patients from controls. Here, we fit an unconstrained 2-pool quantitative MT (qMT) model, i.e., without constraints on the longitudinal relaxation rate of semi-solids, and investigate the sensitivity of the estimated parameters to amyloid accumulation in preclinical subjects. We scanned 15 cognitively normal volunteers, of which 9 were amyloid positive by [F]Florbetaben PET. A 12 min hybrid-state qMT scan with an effective resolution of 1.24 mm isotropic and whole-brain coverage was acquired to estimate the unconstrained 2-pool qMT parameters. Group comparisons and correlations with Florbetaben PET standardized uptake value ratios were analyzed at the lobar level. We find that the exchange rate and semi-solid pool's were sensitive to the amyloid concentration, while morphometric measures of cortical thickness derived from structural MRI were not. Changes in the exchange rate are consistent with previous reports in clinical AD, while changes in have not been reported previously as its value is typically constrained in the literature. Our results demonstrate that qMT MRI may be a promising surrogate marker of amyloid beta without the need for contrast agents or radiotracers.

摘要

磁化传递磁共振成像(MRI)对半固态大分子敏感,包括β淀粉样蛋白,此前已被用于区分阿尔茨海默病(AD)患者与对照。在此,我们拟合了一个无约束的双池定量MT(qMT)模型,即对半固态纵向弛豫率无约束,并研究了估计参数对临床前受试者淀粉样蛋白积累的敏感性。我们扫描了15名认知正常的志愿者,其中9名通过[F]氟代苯并噻唑正电子发射断层扫描(PET)显示淀粉样蛋白呈阳性。采集了一次12分钟的混合态qMT扫描,有效分辨率为各向同性1.24毫米且覆盖全脑,以估计无约束的双池qMT参数。在脑叶水平分析了组间比较以及与氟代苯并噻唑PET标准化摄取值比率的相关性。我们发现,交换率和半固态池的[此处原文缺失具体参数]对淀粉样蛋白浓度敏感,而源自结构MRI的皮质厚度形态测量指标则不敏感。交换率的变化与临床AD的先前报道一致,而[此处原文缺失具体参数]的变化此前未被报道,因为其值在文献中通常受到约束。我们的结果表明,qMT MRI可能是一种有前景的无需造影剂或放射性示踪剂的β淀粉样蛋白替代标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4678/11229098/989e65246656/nihpp-2024.04.15.24305860v2-f0001.jpg

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