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A Geant4 Simulation of X-ray Emission for Three-Dimensional Proton Imaging of Microscopic Samples

Health technology assessment(2022)SCI 2区SCI 3区

Univ Bordeaux

Cited 4|Views42
Abstract
Proton imaging can be carried out on microscopic samples by focusing the beam to a diameter ranging from a few micrometers down to a few tens of nanometers, depending on the required beam intensity and spatial resolution. Three-dimensional (3D) imaging by tomography is obtained from proton transmission (STIM: Scanning Transmission Ion Microscopy) and/or X-ray emission (PIXE: Particle Induced X-ray Emission). In these experiments, the samples are dehydrated for under vacuum analysis. In situ quantification of nanoparticles has been carried out at CENBG in the frame of nanotoxicology studies, on cells and small organisms used as biological models, especially on Caenorhabditis elegans (C. elegans) nematodes. Tomography experiments reveal the distribution of mass density and chemical content (in g.cm(-3)) within the analyzed volume. These density values are obtained using an inversion algorithm. To investigate the effect of this data reduction process, we defined different numerical phantoms, including a (dehydrated) C. elegans phantom whose geometry and density were derived from experimental data. A Monte Carlo simulation based on the Geant4 toolkit was developed. Using different simulation and reconstruction conditions, we compared the resulting tomographic images to the initial numerical reference phantom. A study of the relative error between the reconstructed and the reference images lead to the result that 20 protons per shot can be considered as an optimal number for 3D STIM imaging. Preliminary results for PIXE tomography are also presented, showing the interest of such numerical phantoms to produce reference data for future studies on X-ray signal attenuation in thick samples.
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Geant4 simulation,Proton computed tomography,PIXE tomography,Caenorhabditis elegans
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要点】:研究旨在优化使用最小对比剂剂量的胸部分期肿瘤对比增强四维计算机断层扫描(CE-4D-CT)的成像协议,提高目标勾画的准确性。

方法】:通过将90例胸部分期肿瘤患者随机分为九个亚组,每组接受不同流速和延迟时间的CE-4D-CT扫描,对比分析不同协议下血管结构的增强效果。

实验】:实验使用了九种不同的对比剂流速和延迟时间组合,采集了胸主动脉、肺动脉干、肺静脉、颈动脉和颈静脉的CT值,并通过定量和定性图像分析评估了图像质量和勾画可接受度,最终发现不同协议对血管结构增强效果存在显著差异。