𝐉𝐨𝐑𝐧-𝐖𝐒π₯π₯𝐒𝐚𝐦 𝐒𝐒𝐝𝐑𝐨𝐦, πŒπƒ, 𝐏𝐑𝐃 Profile picture
Immuno-Oncology ∩ AI/ML β€’ IM PGY-3 via @MountSinaiNYC @HopkinsMedicine @Umich β€’ Aspiring tri-athlete πŸŠπŸ½πŸš΄πŸ½πŸƒπŸ½β€β™‚οΈ β€’ All things 🎢
Sep 16, 2022 β€’ 21 tweets β€’ 11 min read
5 years ago, I proposed using #DeepLearning to predict response to immunotherapy in TCR-Seq.
🧬🧬🧬🧬
Last year, we published #DeepTCR. Today, I am proud to share its application in cancer immunology, now out in @ScienceAdvances #ScienceResearch
πŸ”ΆπŸ”·πŸ”ΆπŸ”·
science.org/doi/10.1126/sc… This project started with a hypothesis that if a specific antigen-specific response was characteristic of responses to immunotherapy, then this should be reflected in the TCR repertoire/sequences.

After all, the TCR repertoire is ground truth for the antigen-specific response.