Mutating every DNA letter of a genome shows surprising effects and the limits of AI

Image for article Mutating every DNA letter of a genome shows surprising effects  and the limits of AI
News Source : Nature.com

News Summary

  • Virus’s genome is a circular single-stranded DNA that features 5,386 nucleotides and encodes 11 proteins.
  • Half of the single-nucleotide mutations, and 60% of those altering amino acids, were harmful to the phage.
  • Cutting-edge AI systems for biology research that have shown promise in identifying harmful mutations struggled to predict the effects of the changes.
  • The findings underscore the need for more, and better, experimental data to power these biological-AI tools.
A computergenerated model of the capsid of bacteriophage phi X 174. Credit Laguna Design/Science Photo Library Few biological systems have been studied as exhaustively as the phage X174, or phi X.

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