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Hard Drugs
Saloni Dattani & Jacob Trefethen
5 episodes
4 days ago
Hard Drugs is a show by Saloni Dattani and Jacob Trefethen about medical innovation: how to speed it up, how to scale it up, and how to make sure lifesaving tools reach the people who need them the most. It is brought to you by Works in Progress and Open Philanthropy.
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Science
Health & Fitness,
Medicine
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All content for Hard Drugs is the property of Saloni Dattani & Jacob Trefethen and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Hard Drugs is a show by Saloni Dattani and Jacob Trefethen about medical innovation: how to speed it up, how to scale it up, and how to make sure lifesaving tools reach the people who need them the most. It is brought to you by Works in Progress and Open Philanthropy.
Show more...
Science
Health & Fitness,
Medicine
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Hacking proteins with AI
Hard Drugs
54 minutes
5 days ago
Hacking proteins with AI

Nature didn’t evolve all the proteins we need, but maybe artificial intelligence can help. Jacob and Saloni explore how tools like AlphaFold and ProteinMPNN are helping researchers re-engineer proteins, to make them safer, more stable, and more effective. They talk about how new technologies could help make a long-sought vaccine against Strep A, which causes scarlet fever and rheumatic heart disease, and how similar tools have already led to breakthroughs against COVID and RSV.

Hard Drugs is a new podcast from Works in Progress and Open Philanthropy about medical innovation presented by Saloni Dattani and Jacob Trefethen.

Saloni’s substack newsletter: https://www.scientificdiscovery.dev/

Jacob’s blog: https://blog.jacobtrefethen.com/ 

Courses:

  • EMBL-EBI. AlphaFold: A practical guide https://www.ebi.ac.uk/training/online/courses/alphafold/ 

Articles:

  • Monica Jain et al. (2022) Exosite binding modulates the specificity of the immunomodulatory enzyme ScpA, a C5a inactivating bacterial protease. https://pmc.ncbi.nlm.nih.gov/articles/PMC9464890/ 
  • Jakki Cooney et al. (2008) Crystal structure of C5a peptidase https://www.rcsb.org/structure/3EIF 
  • Hui Li et al. (2017) Mutagenesis and immunological evaluation of group A streptococcal C5a peptidase as an antigen for vaccine development and as a carrier protein for glycoconjugate vaccine design https://pubs.rsc.org/en/content/articlelanding/2017/ra/c7ra07923k 

Lectures:

  • Rosetta Commons (2024) AlphaFold – ML for protein structure prediction https://www.youtube.com/watch?v=SVrn8_8aKO8 
  • Rosetta Commons (2024) MPNN – ML for protein sequence design https://www.youtube.com/watch?v=6z4XmUAwdNA 

Acknowledgements:

  • Aria Babu, editor at Works in Progress
  • Graham Bessellieu, video editor
  • Rachel Shu, on-site editor
  • Anna Magpie, fact-checking
  • Abhishaike Mahajan, cover art
  • Atalanta Arden-Miller, art direction
  • David Hackett, composer

Works in Progress & Open Philanthropy


Subscribe to the Works in Progress print magazine: https://worksinprogress.co/print/

Hard Drugs
Hard Drugs is a show by Saloni Dattani and Jacob Trefethen about medical innovation: how to speed it up, how to scale it up, and how to make sure lifesaving tools reach the people who need them the most. It is brought to you by Works in Progress and Open Philanthropy.