MONTE CARLO SIMULATIONS AS A TOOL FOR DEVELOPING PRE-CLINICAL INSTRUMENTATION

IF 1.5 Q3 HEMATOLOGY
Hematology, Transfusion and Cell Therapy Pub Date : 2026-03-01 Epub Date: 2026-03-05 DOI:10.1016/j.htct.2026.106306
Michel David Raed , Maria Clara Westmann Anderlini Mattos , Arthur Viana de Laffitte , Orfa Yineth Galvis Alonso , Solange Amorim Nogueira , Lilian Yuri Yamaga , Marycel Rosa Felisa Figols de Barboza , Luciana Malavolta , Jorge Mejia Cabeza
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引用次数: 0

Abstract

Introduction

Nuclear medicine imaging techniques use unsealed radiation sources to obtain images displaying specific physiologic processes, represented by the concentration of emissions in a given volume. In preclinical research, those techniques are crucial for developing new radiopharmaceuticals and characterizing disease models. However, clinical imaging systems are often unsuitable for small animal organs, as their size is typically comparable to the equipment's resolution. While dedicated preclinical instruments exist, their high-cost limits accessibility. Currently, in Brazil, only six centers operate such equipment, mostly for Positron Emission Tomography imaging, with just one operational Single Photon Emission Computed Tomography (SPECT) system in the state of São Paulo.

Objective

To use Monte Carlo simulations to support the development of upgrading strategies for clinical instruments, enabling SPECT and planar imaging of small animals. Simulations will be used to characterize the system's point spread function (PSF) and assess attainable spatial resolution using a digital micro Derenzo phantom. Furthermore, these simulations allow for testing the reconstruction techniques under development.

Materials

The proposed system geometry was simulated using GATE (Geant4 Application for Emission Tomography). It consists of a lead box with pinholes drilled on one lateral side, which collimate photons onto a clinical system's crystal detector. Pinhole magnification helps to overcome spatial resolution limitations. Point sources in different locations inside the FOV were simulated to characterize the system's response. Additionally, to evaluate tomographic response, sets of 40 projections (2 secs each) of a Derenzo phantom containing 10 MBq of 99mTc or 131I were simulated. Images were reconstructed using in-house software, and spatial resolution was assessed based on the smallest group of resolvable rods.

Results

FOV analysis showed that the system's PSF varies with position, with distortions at the edges where points approximated an ellipse before disappearing. This suggests that future reconstruction algorithms must account for these variations. Tomographic reconstruction demonstrated that the current version of the proposed system and algorithm achieve a spatial resolution of around 1.5 mm, suitable for small animal imaging. Future work will focus on building a physical prototype for clinical gamma cameras and comparing experimental data against these simulations.

Conclusions

We present a cost-effective solution for imaging small animal organs by adapting a clinical gamma camera. Furthermore, we developed reconstruction algorithms capable of generating tomographic images. For 99mTc, we observed spatial resolutions of ∼1.5 mm, confirming the system suitability for pre-clinical imaging. Additionally, we demonstrated the capability to acquire images at higher energies (such as from 131I), enabling potential theranostic applications.
蒙特卡罗模拟作为开发临床前仪器的工具
核医学成像技术使用非密封辐射源来获得显示特定生理过程的图像,由给定体积内的辐射浓度表示。在临床前研究中,这些技术对于开发新的放射性药物和表征疾病模型至关重要。然而,临床成像系统通常不适合小动物器官,因为它们的大小通常与设备的分辨率相当。虽然存在专用的临床前仪器,但它们的高成本限制了可及性。目前,在巴西,只有六个中心运行这样的设备,主要用于正电子发射断层扫描成像,在圣保罗州只有一个运行单光子发射计算机断层扫描(SPECT)系统。目的利用蒙特卡罗模拟技术支持临床仪器升级策略的开发,实现小动物SPECT和平面成像。模拟将用于表征系统的点扩展函数(PSF),并使用数字微型Derenzo幻影评估可实现的空间分辨率。此外,这些模拟允许测试正在开发的重建技术。采用GATE (Geant4发射层析成像应用程序)模拟了所提出的系统几何形状。它由一个铅盒组成,其侧面钻有针孔,可以将光子对准临床系统的晶体探测器。针孔放大有助于克服空间分辨率的限制。对视场内不同位置的点源进行仿真,以表征系统的响应特性。此外,为了评估层析响应,模拟了含有10mbq 99mTc或131I的Derenzo幻像的40组投影(每组2秒)。使用内部软件重建图像,并根据最小可分辨棒组评估空间分辨率。结果fov分析表明,系统的PSF随位置的变化而变化,在点接近椭圆的边缘处出现畸变,然后消失。这表明未来的重建算法必须考虑到这些变化。层析重建表明,当前版本的系统和算法实现了1.5 mm左右的空间分辨率,适合小动物成像。未来的工作将集中在为临床伽马相机建立一个物理原型,并将实验数据与这些模拟进行比较。结论我们提出了一种具有成本效益的小动物器官成像解决方案。此外,我们开发了能够生成层析图像的重建算法。对于99mTc,我们观察到的空间分辨率为~ 1.5 mm,证实了该系统适用于临床前成像。此外,我们还展示了获取更高能量(如131I)图像的能力,从而实现了潜在的治疗应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.40
自引率
4.80%
发文量
1419
审稿时长
30 weeks
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