Plain English with Derek Thompson How AI Could Help Us Discover Miracle Drugs
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Sep 13, 2024 
Pushmeet Kohli, head of AI for science at DeepMind, discusses the revolutionary impact of AlphaFold in drug discovery. He explains how this groundbreaking AI predicts protein structures, unlocking complexities vital for understanding diseases. Kohli highlights the protein paradox, detailing why these molecules are crucial yet challenging in medicine. He also explores the interplay between biology and AI, emphasizing the potential of these technologies to accelerate breakthroughs in healthcare and address pressing medical mysteries.
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Targeting Non-Human Proteins
- AlphaFold predicts structures of various proteins, including those from viruses and bacteria.
- This aids drug discovery by targeting proteins essential to pathogens but not humans.
Proteins as Locks
- Understanding protein shapes is like having an x-ray of a lock.
- AlphaFold helps determine protein structures, aiding drug design to target them effectively.
Designing Protein Keys
- AlphaFold can design proteins to bind to specific targets.
- This new tool, AlphaProteo, enables protein design for various applications, including drug development.