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SimplySmart_v1,一种在原代神经元培养物中优化的用于DNA损伤分析的新工具。

SimplySmart_v1, a new tool for the analysis of DNA damage optimized in primary neuronal cultures.

作者信息

Koirala Sushma, Sharma Harman, Chew Yee Lian, Konopka Anna

机构信息

Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, Australia.

出版信息

BMC Bioinformatics. 2024 Oct 1;25(1):318. doi: 10.1186/s12859-024-05947-8.

Abstract

BACKGROUND

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.

RESULTS

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).

CONCLUSIONS

These findings showed that SimplySmart_v1 is a new and effective tool for research on DNA damage and can successfully replace other available software.

摘要

背景

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。

结果

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。

结论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16cb/11443846/c2fd4004a748/12859_2024_5947_Fig1_HTML.jpg

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