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The Future of Drug Discovery: The 27B AI That Found a New Cancer Immunotherapy Pathway

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Manage episode 514009057 series 3690682
Content provided by Mike Breault. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mike Breault or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

We explore how a 27‑billion-parameter biology foundation model from the Gemma family generated a testable, context‑dependent hypothesis that boosts MHCI antigen presentation only under a specific immune condition. Through a dual‑context virtual screen, somatassertib (CX4945) was predicted to act as a conditional amplifier and validated experimentally in human neuroendocrine cells, marking a milestone in AI‑driven biology. We discuss the implications for cancer immunotherapy, the future of AI‑assisted discovery, and where to access the preprint, model, and code.

Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information.

Sponsored by Embersilk LLC

  continue reading

1380 episodes

Artwork
iconShare
 
Manage episode 514009057 series 3690682
Content provided by Mike Breault. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mike Breault or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

We explore how a 27‑billion-parameter biology foundation model from the Gemma family generated a testable, context‑dependent hypothesis that boosts MHCI antigen presentation only under a specific immune condition. Through a dual‑context virtual screen, somatassertib (CX4945) was predicted to act as a conditional amplifier and validated experimentally in human neuroendocrine cells, marking a milestone in AI‑driven biology. We discuss the implications for cancer immunotherapy, the future of AI‑assisted discovery, and where to access the preprint, model, and code.

Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information.

Sponsored by Embersilk LLC

  continue reading

1380 episodes

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