Science Friday

AI Is Coming Up With Brand New Molecules, Fueling Drug Discovery

14 snips
Jan 27, 2025
In this engaging discussion, Nobel laureate David Baker leads groundbreaking protein design research at the University of Washington, while César de la Fuente, a bioengineer from the University of Pennsylvania, focuses on AI-driven antibiotics. They delve into the fascinating realm of creating proteins to counter snake venoms and resurrecting genetic data from extinct species to discover new antibiotics. The conversation highlights how AI is revolutionizing drug discovery, presenting a blend of cutting-edge technology and vital medical advancements.
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INSIGHT

Protein Design's Potential

  • Proteins perform all essential functions in living things, from movement to capturing energy.
  • Designing new proteins offers solutions to various problems, from disease treatment to environmental challenges.
ANECDOTE

AI-Designed Antivenom

  • Dr. Baker's team designed new proteins to neutralize snake venom using AI, similar to image generation.
  • The AI generated thousands of protein designs, which were then tested for effectiveness in blocking venom.
INSIGHT

AI-Powered Antibiotic Discovery

  • Dr. de la Fuente uses AI to search for new antibiotics within genomes, viewing biology as an information source.
  • This approach accelerates antibiotic discovery by searching vast genetic data for potential candidates.
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