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在完整的人类基因组单细胞Geant4模型中模拟直接和间接作用产生的双链断裂。

Modeling double-strand breaks from direct and indirect action in a complete human genome single cell Geant4 model.

作者信息

Zhao Xiandong, Liu Ruirui, Zhao Tianyu, Reynoso Francisco J

机构信息

Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri 63110, United States of America.

出版信息

Biomed Phys Eng Express. 2020 Sep 29;6(6). doi: 10.1088/2057-1976/abb4bd.

Abstract

The aim of this work is to develop and validate a computational model to investigate direct and indirect DNA damage by directly quantifying DNA strand breaks. A detailed geometrical target model was created in the Monte Carlo toolkit Geant4 to represent the nucleus of a single human cell with complete human genome. A calculation framework to simulate double-strand breaks (DSBs) was implemented using this single cell model in the Geant4-DNA extension. A detailed ellipsoidal single cell model was implemented using a compacted DNA structure representing the fibroblast cell in the G0/G1 phase of the cycle using a total of 6 Gbp within the nucleus to represent the complete human genome. This geometry was developed from the publicly available Geant4-DNA example (), and modified to record DNA damage for both the physical and chemical stages. A clustering algorithm was implemented in the analysis process in order to quantify direct, indirect, and mixed DSBs. The model was validated against published experimental and computational results for DSB GyGbpand the relative biological effectiveness (RBE) values for 250 kVp and Co-60 photons, as well as 2-100 MeV mono-energetic protons. A general agreement was observed over the whole simulated proton energy range, Co-60 beam, and 250 kVp in terms of the yield of DSB GyGbpand RBE. The DSB yield was 8.0 ± 0.3 DSB GyGbpfor Co-60, and 9.2 ± 0.2 DSB GyGbpfor 250 kVp, and between 11.1 ± 0.9 and 8.1 ± 0.5 DSB GyGbpfor 2-100 MeV protons. The results also show mixed DSBs composed of direct and indirect SSBs make up more than half of the total DSBs. The results presented indicate that the current model reliably predicts the DSB yield and RBE for proton and photon irradiations, and allows for the detailed computational investigation of direct and indirect effects in DNA damage.

摘要

这项工作的目的是开发并验证一个计算模型,通过直接量化DNA链断裂来研究直接和间接的DNA损伤。在蒙特卡罗工具包Geant4中创建了一个详细的几何目标模型,以代表具有完整人类基因组的单个人类细胞的细胞核。在Geant4-DNA扩展中使用这个单细胞模型实现了一个模拟双链断裂(DSB)的计算框架。使用一种压缩的DNA结构实现了一个详细的椭圆形单细胞模型,该结构代表处于细胞周期G0/G1期的成纤维细胞,细胞核内共有6 Gbp来代表完整的人类基因组。这种几何结构是从公开可用的Geant4-DNA示例中开发而来的,并进行了修改以记录物理和化学阶段的DNA损伤。在分析过程中实施了一种聚类算法,以量化直接、间接和混合的DSB。该模型针对已发表的关于DSB Gy/Gbp以及250 kVp和Co-60光子的相对生物效能(RBE)值的实验和计算结果进行了验证,以及2-100 MeV单能质子的情况。在整个模拟的质子能量范围、Co-60束流和250 kVp方面,就DSB Gy/Gbp产量和RBE而言观察到了总体一致性。Co-60的DSB产量为8.0±0.3 DSB Gy/Gbp,250 kVp的为

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