Suppr超能文献

临床常规中用于单双示踪剂PET成像采集的通用方法设计。

Design of a generic method for single dual-tracer PET imaging acquisition in clinical routine.

作者信息

Taheri Nasrin, Le Crom Benjamin, Bouillot Caroline, Chérel Michel, Costes Nicolas, Gouard Sébastien, Marionneau-Lambot Séverine, Merlin Thibault, Visvikis Dimitris, Stute Simon, Carlier Thomas

机构信息

Nuclear Medicine Department, University Hospital, Nantes, France.

Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Université de Nantes, Nantes, France.

出版信息

Phys Med Biol. 2023 Apr 10;68(8). doi: 10.1088/1361-6560/acc723.

Abstract

Using different tracers in positron emission tomography (PET) imaging can bring complementary information on tumor heterogeneities. Ideally, PET images of different tracers should be acquired simultaneously to avoid the bias induced by movement and physiological changes between sequential acquisitions. Previous studies have demonstrated the feasibility of recovering separated PET signals or parameters of two or more tracers injected (quasi-)simultaneously in a single acquisition. In this study, a generic framework in the context of dual-tracer PET acquisition is proposed where no strong kinetic assumptions nor specific tuning of parameters are required. The performances of the framework were assessed through simulations involving the combination of [F]FCH and [F]FDG injections, two protocols (90 and 60 min acquisition durations) and various activity ratios between the two injections. Preclinical experiments with the same radiotracers were also conducted. Results demonstrate the ability of the method both to extract separated arterial input functions (AIF) from noisy image-derived input function and to separate the dynamic signals and further estimate kinetic parameters. The compromise between bias and variance associated with the estimation of net influx rateshows that it is preferable to use the second injected radiotracer with twice the activity of the first for both 90 min [F]FCH+[F]FDG and 60 min [F]FDG+[F]FCH protocols. In these optimal settings, the weighted mean-squared-error of the estimated AIF was always less than 7%. Thebias was similar to the one of single-tracer acquisitions; below 5%. Compared to single-tracer results, the variance ofwas twice more for 90 min dual-tracer scenario and four times more for the 60 min scenario. The generic design of the method makes it easy to use for other pairs of radiotracers and even for more than two tracers. The absence of strong kinetic assumptions and tuning parameters makes it suitable for a possible use in clinical routine.

摘要

在正电子发射断层扫描(PET)成像中使用不同的示踪剂可以带来关于肿瘤异质性的补充信息。理想情况下,应同时获取不同示踪剂的PET图像,以避免连续采集之间因运动和生理变化引起的偏差。先前的研究已经证明了在单次采集中恢复(准)同时注射的两种或更多种示踪剂的分离PET信号或参数的可行性。在本研究中,提出了一种双示踪剂PET采集背景下的通用框架,该框架不需要强动力学假设,也不需要对参数进行特定调整。通过模拟评估了该框架的性能,模拟涉及[F]FCH和[F]FDG注射的组合、两种方案(90分钟和60分钟采集持续时间)以及两次注射之间的各种活度比。还使用相同的放射性示踪剂进行了临床前实验。结果表明,该方法既能从有噪声的图像衍生输入函数中提取分离的动脉输入函数(AIF),又能分离动态信号并进一步估计动力学参数。与净流入率估计相关的偏差和方差之间的折衷表明,对于90分钟的[F]FCH+[F]FDG和60分钟的[F]FDG+[F]FCH方案,使用活性为第一种两倍的第二种注射放射性示踪剂更为可取。在这些最佳设置下,估计的AIF的加权均方误差始终小于7%。偏差与单示踪剂采集的偏差相似;低于5%。与单示踪剂结果相比,90分钟双示踪剂场景下的方差是其两倍,60分钟场景下的方差是其四倍。该方法的通用设计使其易于用于其他放射性示踪剂对,甚至用于两种以上的示踪剂。由于没有强动力学假设和调整参数,使其适合在临床常规中可能的应用。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验