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使用CT衍生的缩放因子改进MicroPET/CT成像的定量分析。

Improved Quantification of MicroPET/CT Imaging Using CT-derived Scaling Factors.

作者信息

Nandi Ayon, Nakano Masayoshi, Brašić James Robert, Brinson Zabecca S, Kitzmiller Kelly, Mathur Anil, Mohamed Mona, Roberts Joshua, Wong Dean F, Kuwabara Hiroto

机构信息

Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, JHOC Room 3243, 601 N. Caroline St, Baltimore, 21287, MD, USA.

Clinical Science Division, R&D, Janssen Pharmaceutical K.K, Tokyo, Japan.

出版信息

Mol Imaging Biol. 2024 Dec;26(6):1016-1026. doi: 10.1007/s11307-024-01947-5. Epub 2024 Sep 23.

Abstract

PURPOSE

Combined micro-PET/CT scanners are widely employed to investigate models of brain disorders in rodents using PET-based coregistration. We examined if CT-based coregistration could improve estimates of brain dimensions and consequently estimates of nondisplaceable binding potential (BP) in rodent PET studies.

PROCEDURES

PET and CT scans were acquired on 5 female and 5 male CD-1 mice with 3-[F]fluoro-5-(2-pyridinylethynyl)benzonitrile ([F]FPEB), a radiotracer for the metabotropic glutamate receptor subtype 5 (mGluR5). In the proposed PET/CT (PTCT) approach, the tracer-specific standard volume was dimension-customized to each animal using the scaling factors from CT-to-standard CT coregistration to simplify PET-to-standard PET coregistration (i.e., 3 CT- and 6 PET-derived parameters). For comparison, conventional PET-based coregistration was performed with 9 (PT9) or 12 (PT12) parameters. PET frames were transferred to the standard space by the three approaches (PTCT, PT9, and PT12) to obtain regional time-activity curves (TACs) and BP in 14 standard volumes of interest (VOIs). Lastly, CT images of the animals were transferred to the standard space by CT-based parameters from PTCT and with the scaling factors replaced with those from PET-based PT9 to evaluate agreement of the skull to the standard CT.

RESULTS

The PET-based approaches showed various degrees of underestimations of scaling factors in the posterior-anterior-direction compared to PTCT, which resulted in negatively proportional overestimation of radioactivity in the cerebellum (reference region) up to 20%, and proportional, more prominent underestimation of BP in target regions down to -50%. The skulls of individual animals agreed with the standard skull for scaling factors from PTCT but not for the scaling factors from PT9, which suggested inaccuracy of the latter.

CONCLUSIONS

The results indicated that conventional PET-based coregistration approaches could yield biased estimates of BP in proportion to errors of brain dimensions when applied to tracers for which the cerebellum serves as reference region. The proposed PTCT provides evidence of a quantitative improvement over PET-based approaches for brain studies using micro-PET/CT scanners.

摘要

目的

组合式微型正电子发射断层扫描/计算机断层扫描(micro-PET/CT)扫描仪被广泛用于使用基于正电子发射断层扫描(PET)的配准来研究啮齿动物的脑部疾病模型。我们研究了在啮齿动物PET研究中,基于CT的配准是否能改善脑尺寸的估计,进而改善不可置换结合潜能(BP)的估计。

程序

对5只雌性和5只雄性CD-1小鼠进行PET和CT扫描,使用代谢型谷氨酸受体5(mGluR5)的放射性示踪剂3-[F]氟-5-(2-吡啶乙炔基)苯甲腈([F]FPEB)。在所提出的PET/CT(PTCT)方法中,使用从CT到标准CT配准的缩放因子为每只动物定制示踪剂特异性标准体积,以简化PET到标准PET的配准(即3个CT衍生参数和6个PET衍生参数)。为作比较,采用9个(PT9)或12个(PT12)参数进行传统的基于PET的配准。通过三种方法(PTCT、PT9和PT12)将PET图像帧转移到标准空间,以获得14个标准感兴趣区(VOI)的区域时间-活度曲线(TAC)和BP。最后,通过PTCT的基于CT的参数并将缩放因子替换为基于PET的PT9的缩放因子,将动物的CT图像转移到标准空间,以评估颅骨与标准CT的一致性。

结果

与PTCT相比,基于PET的方法在前后方向上对缩放因子有不同程度的低估,这导致小脑(参考区域)放射性的负比例高估高达20%,以及目标区域BP的比例性、更显著的低估达-50%。个体动物的颅骨与PTCT的缩放因子的标准颅骨一致,但与PT9的缩放因子不一致,这表明后者不准确。

结论

结果表明,当应用于以小脑为参考区域的示踪剂时,传统的基于PET的配准方法可能会因脑尺寸误差而产生有偏差的BP估计。所提出的PTCT为使用微型PET/CT扫描仪进行脑部研究的基于PET的方法提供了定量改进的证据。

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