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

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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.
Original languageEnglish
Article number318
Number of pages18
JournalBMC Bioinformatics
Volume25
Issue number1
Early online date1 Oct 2024
DOIs
Publication statusPublished - Dec 2024

Keywords

  • DNA damage foci
  • DNA damage in neurons
  • Neurodegeneration
  • Neuronal culture
  • Analysis
  • Python application

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