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使用放射性示踪剂[F]MK6240对人体受试者体内tau进行定量的药代动力学建模策略评估。

Evaluation of pharmacokinetic modeling strategies for in-vivo quantification of tau with the radiotracer [F]MK6240 in human subjects.

作者信息

Guehl Nicolas J, Wooten Dustin W, Yokell Daniel L, Moon Sung-Hyun, Dhaynaut Maeva, Katz Samantha, Moody Kirsten A, Gharagouzloo Codi, Kas Aurélie, Johnson Keith A, El Fakhri Georges, Normandin Marc D

机构信息

Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.

AP-HP, Department of Nuclear Medicine, Pitié-Salpêtrière Hospital, Sorbonne University, UPMC Paris 06, CNRS UMR 7371, INSERM U1146, 75013, Paris, France.

出版信息

Eur J Nucl Med Mol Imaging. 2019 Sep;46(10):2099-2111. doi: 10.1007/s00259-019-04419-z. Epub 2019 Jul 22.

Abstract

PURPOSE

[F]MK6240 was developed for PET imaging of tau aggregates, which are implicated in Alzheimer's disease. The goal of this work was to evaluate the kinetics of [F]MK6240 and to investigate different strategies for in-vivo quantification of tau aggregates in humans.

METHODS

Thirty-five subjects, consisting of 18 healthy controls (CTRL), 11 subjects with mild cognitive impairment (MCI) and six with Alzheimer's Disease (AD), underwent dynamic [F]MK6240 PET scans. Arterial blood measurements were collected in 16 subjects (eight CTRLs, six MCIs and two AD) to measure whole blood and plasma concentration time courses. Radiometabolite analysis was performed on a subset of plasma samples. Various compartmental model configurations as well as the Logan and multilinear analysis (MA1) graphical methods with arterial plasma input function were tested. Simplified reference tissue methods were investigated, including Logan distribution volume ratio (DVR), multilinear reference tissue method (MRTM2), and static SUV ratio using the cerebellum as a reference region.

RESULTS

Whole blood:plasma ratio stabilized to 0.66 ± 0.01 after 15 min. Percent parent in plasma (%PP) followed a single exponential and ranged from 0 to 10% at 90 min. [F]MK6240 in gray matter peaked quickly (SUV > 2 at ~3 min). The preferred compartmental model was a reversible two-tissue compartment model, with the blood contribution included as a model parameter (2T4k1v). Compartmental and graphical analysis methods with arterial input functions yielded concordant results, but rapid metabolism raised challenges for blood-based quantification. MCI and AD subjects demonstrated a broad range of V as compared to CTRL subjects. DVR from MRTM2 and Logan reference tissue methods correlated with DVR calculated indirectly from compartmental modeling, but underestimation was observed in data sets with very high binding (DVR > 3). SUVR also underestimated indirect DVR from blood-based analyses in high binding regions, although a non-linear relationship was exhibited.

CONCLUSIONS

[F]MK6240 exhibited a wide dynamic range of uptake, with binding patterns in MCI/AD subjects consistent with neurofibrillary tau deposition patterns. Linearized reference tissue methods using an estimated average tissue-to-plasma efflux constant [Formula: see text] and static SUVR agreed well with blood-based methods for most data sets; however, discrepancies were noted in the highest binding cases. Caution should therefore be exercised in application of simplified methods to such data sets, and in quantitative interpretation of corresponding outcomes.

摘要

目的

[F]MK6240是为tau蛋白聚集体的正电子发射断层显像(PET)而研发的,tau蛋白聚集体与阿尔茨海默病有关。本研究的目的是评估[F]MK6240的动力学,并研究人体内tau蛋白聚集体的体内定量分析的不同策略。

方法

35名受试者,包括18名健康对照者(CTRL)、11名轻度认知障碍(MCI)受试者和6名阿尔茨海默病(AD)患者,接受了动态[F]MK6240 PET扫描。在16名受试者(8名CTRL、6名MCI和2名AD)中采集动脉血样,以测量全血和血浆浓度随时间的变化过程。对一部分血浆样本进行放射性代谢物分析。测试了各种房室模型配置以及采用动脉血浆输入函数的洛根(Logan)和多线性分析(MA1)图形方法。研究了简化参考组织方法,包括洛根分布容积比(DVR)、多线性参考组织方法(MRTM2)以及以小脑作为参考区域的静态标准化摄取值(SUV)比值。

结果

15分钟后全血与血浆的比值稳定在0.66±0.01。血浆中母体百分比(%PP)呈单指数变化,在90分钟时范围为0至10%。灰质中的[F]MK6240迅速达到峰值(约3分钟时SUV>2)。首选的房室模型是一个可逆的双组织房室模型,将血液贡献作为一个模型参数纳入(2T4k1v)。采用动脉输入函数的房室和图形分析方法得出了一致的结果,但快速代谢给基于血液的定量分析带来了挑战。与CTRL受试者相比,MCI和AD受试者的V值范围较广。MRTM2和洛根参考组织方法的DVR与通过房室模型间接计算得到的DVR相关,但在结合力非常高(DVR>3)的数据集中观察到有低估现象。在高结合区域,SUVR也低估了基于血液分析的间接DVR,尽管呈现出非线性关系。

结论

[F]MK6240表现出广泛的摄取动态范围,MCI/AD受试者中的结合模式与神经原纤维tau蛋白沉积模式一致。对于大多数数据集,使用估计的平均组织-血浆流出常数[公式:见正文]的线性化参考组织方法和静态SUVR与基于血液的方法吻合良好;然而,在结合力最高的情况下存在差异。因此,在将简化方法应用于此类数据集以及对相应结果进行定量解释时应谨慎。

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