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利用减少的 PET-MR 采集时间同时评估脑淀粉样血管病中的灌注和 F-氟脱氧葡萄糖摄取的药代动力学建模:概念验证。

Pharmacokinetic modelling for the simultaneous assessment of perfusion and F-flutemetamol uptake in cerebral amyloid angiopathy using a reduced PET-MR acquisition time: Proof of concept.

机构信息

Edinburgh Imaging Facility, Queen's Medical Research Institute, The University of Edinburgh, 47 Little France Crescent, Edinburgh EH16 4TJ, UK.

Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, UK.

出版信息

Neuroimage. 2021 Jan 15;225:117482. doi: 10.1016/j.neuroimage.2020.117482. Epub 2020 Nov 4.

Abstract

PURPOSE

Cerebral amyloid angiopathy (CAA) is a cerebral small vessel disease associated with perivascular β-amyloid deposition. CAA is also associated with strokes due to lobar intracerebral haemorrhage (ICH). F-flutemetamol amyloid ligand PET may improve the early detection of CAA. We performed pharmacokinetic modelling using both full (0-30, 90-120 min) and reduced (30 min) F-flutemetamol PET-MR acquisitions, to investigate regional cerebral perfusion and amyloid deposition in ICH patients.

METHODS

DynamicF-flutemetamol PET-MR was performed in a pilot cohort of sixteen ICH participants; eight lobar ICH cases with probable CAA and eight deep ICH patients. A model-based input function (mIF) method was developed for compartmental modelling. mIF 1-tissue (1-TC) and 2-tissue (2-TC) compartmental modelling, reference tissue models and standardized uptake value ratios were assessed in the setting of probable CAA detection.

RESULTS

The mIF 1-TC model detected perfusion deficits and F-flutemetamol uptake in cases with probable CAA versus deep ICH patients, in both full and reduced PET acquisition time (all P < 0.05). In the reduced PET acquisition, mIF 1-TC modelling reached the highest sensitivity and specificity in detecting perfusion deficits (0.87, 0.77) and F-flutemetamol uptake (0.83, 0.71) in cases with probable CAA. Overall, 52 and 48 out of the 64 brain areas with F-flutemetamol-determined amyloid deposition showed reduced perfusion for 1-TC and 2-TC models, respectively.

CONCLUSION

Pharmacokinetic (1-TC) modelling using a 30 min PET-MR time frame detected impaired haemodynamics and increased amyloid load in probable CAA. Perfusion deficits and amyloid burden co-existed within cases with CAA, demonstrating a distinct imaging pattern which may have merit in elucidating the pathophysiological process of CAA.

摘要

目的

脑淀粉样血管病(CAA)是一种与血管周围β-淀粉样蛋白沉积相关的脑小血管疾病。CAA 也与因脑叶脑内出血(ICH)导致的中风有关。F-氟美曲汀淀粉样蛋白配体 PET 可能有助于早期发现 CAA。我们使用完整(0-30、90-120 分钟)和简化(30 分钟)F-氟美曲汀 PET-MR 采集进行药代动力学建模,以研究 ICH 患者的局部脑灌注和淀粉样蛋白沉积。

方法

在 16 名 ICH 参与者的试点队列中进行了动态 F-氟美曲汀 PET-MR 检查;8 例为可能患有 CAA 的脑叶 ICH 病例,8 例为深部 ICH 患者。开发了一种基于模型的输入函数(mIF)方法进行房室建模。在可能的 CAA 检测中评估了 mIF 1 组织(1-TC)和 2 组织(2-TC)房室建模、参考组织模型和标准化摄取比值。

结果

与深部 ICH 患者相比,mIF 1-TC 模型在完整和简化 PET 采集时间均检测到可能患有 CAA 的病例中的灌注不足和 F-氟美曲汀摄取(均 P<0.05)。在简化 PET 采集中,mIF 1-TC 建模在检测可能患有 CAA 的病例中的灌注不足(0.87、0.77)和 F-氟美曲汀摄取(0.83、0.71)方面具有最高的敏感性和特异性。总体而言,在 64 个具有 F-氟美曲汀确定的淀粉样蛋白沉积的脑区中,有 52 个和 48 个区域分别显示 1-TC 和 2-TC 模型的灌注减少。

结论

使用 30 分钟 PET-MR 时间框架的药代动力学(1-TC)建模检测到可能患有 CAA 的病例中存在血液动力学受损和淀粉样蛋白负荷增加。在 CAA 病例中,灌注不足和淀粉样蛋白负担共存,表现出一种独特的影像学模式,这可能有助于阐明 CAA 的病理生理过程。

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