Nuclear interaction correction based on dual-energy computed tomography in carbon-ion radiotherapy.

IF 3.3 3区 医学 Q2 ENGINEERING, BIOMEDICAL Physics in medicine and biology Pub Date : 2025-01-15 DOI:10.1088/1361-6560/adaad4
Yushi Wakisaka, Masashi Yagi, Yuki Tominaga, Shinichi Shimizu, Teiji Nishio, Kazuhiko Ogawa
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Abstract

Objective: Accurate dose predictions are crucial to maximizing the benefits of carbon-ion therapy. Carbon beams incident on the human body cause nuclear interactions with tissues, resulting in changes in the constituent nuclides and leading to dose errors that are conventionally corrected using conventional single-energy computed tomography (SECT). Dual-energy computed tomography (DECT) has frequently been used for stopping power estimation in particle therapy and is well suited for correcting nuclear reactions because of its detailed body-tissue elemental information. This study proposes a correction method for the absolute dose in carbon-ion therapy that considers changes in nuclide composition resulting from nuclear reactions with body tissues, as a novel application of DECT. Approach: The change in dose associated with nuclear reactions is determined by correcting each integrated depth dose component of the carbon beam using a nuclear interaction correction factor. This factor is determined based on the stopping power, mass density, and nuclear interaction cross-section in body tissue. The stopping power and mass density were calculated using established methods, whereas the nuclear interaction cross-section was newly defined through a conversion equation derived from the effective atomic number. Main results: Nuclear interaction correction factors and corrected doses were determined for 85 body tissues with known compositions, comparing them with existing SECT-based methods. The root-mean-square errors of the SECT- and DECT-based nuclear interaction correction factors relative to theoretical values were 0.66% and 0.39%, respectively. Significance: This indicates a notable enhancement in the estimation accuracy with DECT. The dose calculations in uniform body tissues derived from SECT showed slight over-correction in adipose and bone tissues, whereas those based on DECT were almost consistent with theoretical values. Our proposed method demonstrates the potential of DECT for enhancing dose calculation accuracy in carbon-ion therapy, complementing its established role in stopping power estimation. .

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碳离子放射治疗中基于双能计算机断层扫描的核相互作用校正。
目的:准确的剂量预测对于最大化碳离子治疗的益处至关重要。照射在人体上的碳束引起核与组织的相互作用,导致核素成分的变化,并导致剂量误差,通常使用传统的单能量计算机断层扫描(SECT)进行校正。双能计算机断层扫描(DECT)经常用于粒子治疗中的停止功率估计,并且由于其详细的身体组织元素信息而非常适合校正核反应。本研究提出了一种校正碳离子治疗中绝对剂量的方法,该方法考虑了与身体组织核反应引起的核素组成的变化,作为DECT的一种新应用。方法:与核反应相关的剂量变化是通过使用核相互作用校正因子校正碳束的每个综合深度剂量分量来确定的。这个因素是根据停止能力、质量密度和身体组织中的核相互作用截面来确定的。利用已有的方法计算了停止功率和质量密度,并通过有效原子序数的转换方程重新定义了核相互作用截面。主要结果: ;确定了85个已知成分的身体组织的核相互作用校正因子和校正剂量,并与现有的基于ect的方法进行了比较。基于SECT和ect的核相互作用校正因子相对于理论值的均方根误差分别为0.66%和0.39%。 ;显著性: ;这表明使用DECT可以显著提高估计精度。基于SECT的均匀体组织的剂量计算显示,脂肪和骨组织的剂量计算略有过度校正,而基于DECT的剂量计算几乎与理论值一致。我们提出的方法证明了DECT在提高碳离子治疗剂量计算精度方面的潜力,补充了其在停止功率估计方面的既定作用。
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来源期刊
Physics in medicine and biology
Physics in medicine and biology 医学-工程:生物医学
CiteScore
6.50
自引率
14.30%
发文量
409
审稿时长
2 months
期刊介绍: The development and application of theoretical, computational and experimental physics to medicine, physiology and biology. Topics covered are: therapy physics (including ionizing and non-ionizing radiation); biomedical imaging (e.g. x-ray, magnetic resonance, ultrasound, optical and nuclear imaging); image-guided interventions; image reconstruction and analysis (including kinetic modelling); artificial intelligence in biomedical physics and analysis; nanoparticles in imaging and therapy; radiobiology; radiation protection and patient dose monitoring; radiation dosimetry
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