Koirala Sushma, Sharma Harman, Chew Yee Lian, Konopka Anna
Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, Australia.
BMC Bioinformatics. 2024 Oct 1;25(1):318. doi: 10.1186/s12859-024-05947-8.
The increased interest in research on DNA damage in neurodegeneration has created a need for the development of tools dedicated to the analysis of DNA damage in neurons. Double-stranded breaks (DSBs) are among the most detrimental types of DNA damage and have become a subject of intensive research. DSBs result in DNA damage foci, which are detectable with the marker γH2AX. Manual counting of DNA damage foci is challenging and biased, and there is a lack of open-source programs optimized specifically in neurons. Thus, we developed a new, fully automated application, SimplySmart_v1, for DNA damage quantification and optimized its performance specifically in primary neurons cultured in vitro.
Compared with control neurons, SimplySmart_v1 accurately identifies the induction of DNA damage with etoposide in primary neurons. It also accurately quantifies DNA damage in the desired fraction of cells and processes a batch of images within a few seconds. SimplySmart_v1 was also capable of quantifying DNA damage effectively regardless of the cell type (neuron or NSC-34). The comparative analysis of SimplySmart_v1 with other open-source tools, such as Fiji, CellProfiler and a focinator, revealed that SimplySmart_v1 is the most 'user-friendly' and the quickest tool among others and provides highly accurate results free of variability between measurements. In the context of neurodegenerative research, SimplySmart_v1 revealed an increase in DNA damage in primary neurons expressing abnormal TAR DNA/RNA binding protein (TDP-43).
These findings showed that SimplySmart_v1 is a new and effective tool for research on DNA damage and can successfully replace other available software.
对神经退行性变中DNA损伤研究的兴趣增加,使得开发专门用于分析神经元中DNA损伤的工具成为必要。双链断裂(DSB)是最有害的DNA损伤类型之一,已成为深入研究的对象。DSB会导致DNA损伤灶,可通过标记物γH2AX检测到。手动计数DNA损伤灶具有挑战性且存在偏差,并且缺乏专门针对神经元优化的开源程序。因此,我们开发了一种全新的全自动应用程序SimplySmart_v1,用于DNA损伤定量,并特别优化了其在体外培养的原代神经元中的性能。
与对照神经元相比,SimplySmart_v1能准确识别依托泊苷对原代神经元DNA损伤的诱导作用。它还能准确量化所需细胞比例中的DNA损伤,并在几秒钟内处理一批图像。无论细胞类型是神经元还是NSC-34,SimplySmart_v1都能够有效地量化DNA损伤。将SimplySmart_v1与其他开源工具(如Fiji、CellProfiler和focinator)进行比较分析发现,SimplySmart_v1是最“用户友好”且最快的工具,能提供高度准确的结果,测量之间无变异性。在神经退行性研究背景下,SimplySmart_v1显示表达异常TAR DNA/RNA结合蛋白(TDP-43)的原代神经元中DNA损伤增加。
这些发现表明,SimplySmart_v1是一种用于DNA损伤研究的新型有效工具,能够成功替代其他现有软件。