Georgia State Researchers Use Supercomputer to Decode DNA Repair, Unveiling New Therapeutic Targets

April 2, 2025
Georgia State Researchers Use Supercomputer to Decode DNA Repair, Unveiling New Therapeutic Targets
  • Researchers at Georgia State University have been utilizing the Summit supercomputer to simulate the intricate process of DNA repair, specifically focusing on nucleotide excision repair (NER).

  • NER operates through three critical stages: damage recognition by the XPC protein, verification by TFIIH, and repair facilitated by the pre-incision complex (PInC), each requiring specific proteins to function effectively.

  • In this process, XPC identifies DNA damage and prepares it for repair, while TFIIH unwinds the DNA and scans for lesions, enabling PInC to remove the damaged sections.

  • The study highlights the significance of PInC within NER, which is essential for regulating DNA repair processes.

  • To construct the PInC model, researchers employed cryo-electron microscopy data alongside the neural network model AlphaFold2 to predict unknown protein structures.

  • Molecular dynamics simulations conducted using NAMD on the Summit supercomputer provided valuable insights into the functional dynamics of PInC and its components.

  • The findings from this research offer a deeper understanding of the mutations affecting NER, particularly in the dynamic regions of the protein complexes involved.

  • Lead investigator Ivaylo Ivanov emphasized the complexity of NER, noting that mutations in repair proteins can lead to a range of human diseases, including UV sensitivity and premature aging.

  • Mutations in the enzymes XPF and XPG, which play a role in the NER process, can result in serious genetic disorders such as xeroderma pigmentosum and Cockayne syndrome.

  • Given that DNA can be damaged by UV radiation and carcinogens, understanding the mechanisms of DNA repair is vital for advancing treatment options for severe health issues, including cancer.

  • Published in Nature Communications, this research aims to identify new therapeutic targets for diseases associated with DNA damage and aging.

  • Following the retirement of the Summit supercomputer at the end of 2024, the research team plans to continue their work using its successor, Frontier, with a focus on transcription-coupled NER.

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Supercomputers Help Unlock Secrets of DNA Repair

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