利用源自 CT 的缩放因子改进 MicroPET/CT 成像的量化。

IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Ayon Nandi, Masayoshi Nakano, James Robert Brašić, Zabecca S Brinson, Kelly Kitzmiller, Anil Mathur, Mona Mohamed, Joshua Roberts, Dean F Wong, Hiroto Kuwabara
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引用次数: 0

摘要

目的:微型 PET/CT 联合扫描仪被广泛用于研究啮齿类动物脑部疾病的模型,使用的方法是基于 PET 的核心注册。我们研究了在啮齿类动物 PET 研究中,基于 CT 的核心注册是否能改善大脑尺寸的估计,进而改善不可置换结合电位(BPND)的估计:用3-[18F]氟-5-(2-吡啶乙炔基)苯腈([18F]FPEB)对5只雌性和5只雄性CD-1小鼠进行PET和CT扫描,3-[18F]氟-5-(2-吡啶乙炔基)苯腈([18F]FPEB)是一种代谢谷氨酸受体亚型5(mGluR5)的放射性示踪剂。在提议的 PET/CT (PTCT) 方法中,示踪剂特异性标准容积是根据每只动物的尺寸定制的,使用 CT 到标准 CT 核心定位的缩放因子,以简化 PET 到标准 PET 核心定位(即 3 个 CT 和 6 个 PET 衍生参数)。为了进行比较,传统的基于 PET 的核心注册使用了 9 (PT9) 或 12 (PT12) 个参数。通过三种方法(PTCT、PT9 和 PT12)将 PET 图像转移到标准空间,以获得 14 个标准感兴趣体(VOI)的区域时间活动曲线(TAC)和 BPND。最后,用基于 CT 的 PTCT 参数将动物的 CT 图像转移到标准空间,并用基于 PET 的 PT9 参数替换缩放因子,以评估头骨与标准 CT 的一致性:与 PTCT 相比,基于 PET 的方法在后-前方向上显示出不同程度的比例因子低估,这导致小脑(参考区域)的放射性呈负比例高估,最高达 20%,而目标区域的 BPND 呈比例低估,最高达 -50%。个别动物的头骨与 PTCT 的缩放因子的标准头骨一致,但与 PT9 的缩放因子不一致,这表明后者不准确: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 的核心定位方法可能会产生与大脑尺寸误差成比例的 BPND 估计偏差。在使用微型 PET/CT 扫描仪进行脑部研究时,与基于 PET 的方法相比,拟议的 PTCT 提供了定量改进的证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved Quantification of MicroPET/CT Imaging Using CT-derived Scaling Factors.

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 (BPND) in rodent PET studies.

Procedures: PET and CT scans were acquired on 5 female and 5 male CD-1 mice with 3-[18F]fluoro-5-(2-pyridinylethynyl)benzonitrile ([18F]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 BPND 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 BPND 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 BPND 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.

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来源期刊
CiteScore
6.90
自引率
3.20%
发文量
95
审稿时长
3 months
期刊介绍: Molecular Imaging and Biology (MIB) invites original contributions (research articles, review articles, commentaries, etc.) on the utilization of molecular imaging (i.e., nuclear imaging, optical imaging, autoradiography and pathology, MRI, MPI, ultrasound imaging, radiomics/genomics etc.) to investigate questions related to biology and health. The objective of MIB is to provide a forum to the discovery of molecular mechanisms of disease through the use of imaging techniques. We aim to investigate the biological nature of disease in patients and establish new molecular imaging diagnostic and therapy procedures. Some areas that are covered are: Preclinical and clinical imaging of macromolecular targets (e.g., genes, receptors, enzymes) involved in significant biological processes. The design, characterization, and study of new molecular imaging probes and contrast agents for the functional interrogation of macromolecular targets. Development and evaluation of imaging systems including instrumentation, image reconstruction algorithms, image analysis, and display. Development of molecular assay approaches leading to quantification of the biological information obtained in molecular imaging. Study of in vivo animal models of disease for the development of new molecular diagnostics and therapeutics. Extension of in vitro and in vivo discoveries using disease models, into well designed clinical research investigations. Clinical molecular imaging involving clinical investigations, clinical trials and medical management or cost-effectiveness studies.
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