生物信息学
基因组
蒙特卡罗方法
计算生物学
DNA
辐照
辐射
DNA测序
细胞
生物
遗传学
物理
基因
光学
数学
统计
核物理学
作者
Felix Mathew,James Manalad,Jonathan Yeo,Luc Galarneau,Norma Ybarra,Yu Chang Wang,Patricia N. Tonin,Ioannis Ragoussis,J. Kildea
摘要
Abstract We hypothesised that single-cell whole-genome sequencing has the potential to detect mutational differences in the genomes of the cells that are irradiated with different doses of radiation and we set out to test our hypothesis using in silico and in vitro experiments. In this manuscript, we present our findings from a Monte Carlo single-cell irradiation simulation performed in TOPAS-nBio using a custom-built geometric nuclear deoxyribonucleic acid (DNA) model, which predicts a significant dose dependence of the number of cluster damages per cell as a function of radiation dose. We also present preliminary experimental results, obtained from single-cell whole-genome DNA sequencing analysis performed on cells irradiated with different doses of radiation, showing promising agreement with the simulation results.
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