Study of clustered damage in DNA after proton irradiation based on density-based spatial clustering of applications with noise algorithm / 生物医学工程学杂志

The deoxyribonucleic acid (DNA) molecule damage simulations with an atom level geometric model use the traversal algorithm that has the disadvantages of quite time-consuming, slow convergence and high-performance computer requirement. Therefore, this work presents a density-based spatial clustering of applications with noise (DBSCAN) clustering algorithm based on the spatial distributions of energy depositions and hydroxyl radicals (·OH). The algorithm with probability and statistics can quickly get the DNA strand break yields and help to study the variation pattern of the clustered DNA damage. Firstly, we simulated the transportation of protons and secondary particles through the nucleus, as well as the ionization and excitation of water molecules by using Geant4-DNA that is the Monte Carlo simulation toolkit for radiobiology, and got the distributions of energy depositions and hydroxyl radicals. Then we used the damage probability functions to get the spatial distribution dataset of DNA damage points in a simplified geometric model. The DBSCAN clustering algorithm based on damage points density was used to determine the single-strand break (SSB) yield and double-strand break (DSB) yield. Finally, we analyzed the DNA strand break yield variation trend with particle linear energy transfer (LET) and summarized the variation pattern of damage clusters. The simulation results show that the new algorithm has a faster simulation speed than the traversal algorithm and a good precision result. The simulation results have consistency when compared to other experiments and simulations. This work achieves more precise information on clustered DNA damage induced by proton radiation at the molecular level with high speed, so that it provides an essential and powerful research method for the study of radiation biological damage mechanism.

Processing of abasic DNA clusters in hApeI-silenced primary fibroblasts exposed to low doses of X-irradiation.

Clustered damage in DNA includes two or more closely spaced oxidized bases, strand breaks or abasic sites that are induced by high- or low-linear-energy-transfer (LET) radiation, and these have been found to be repair-resistant and potentially mutagenic. In the present study we found that abasic clustered damages are also induced in primary human fibroblast cells by low-LET X-rays even at very low doses. In response to the induction of the abasic sites, primary fibroblasts irradiated by low doses of X-rays in the range 10–100 cGy showed dose-dependent up-regulation of the DNA repair enzyme, ApeI. We found that the abasic clusters in primary fibroblasts were more lethal to cells when hApeI enzyme expression was down-regulated by transfecting primary fibroblasts with hApeI siRNA as determined by clonogenic survival assay. Endonuclease activity of hApeI was found to be directly proportional to hApeI gene-silencing efficiency. The DNA repair profile showed that processing of abasic clusters was delayed in hApeI-siRNA-silenced fibroblasts, which challenges the survival of the cells even at very low doses of X-rays. Thus, the present study is the first to attempt to understand the induction of cluster DNA damage at very low doses of low- LET radiation in primary human fibroblasts and their processing by DNA repair enzyme ApeI and their relation with the survival of the cells.