Kira Gysel (@enlyfqg.bsky.social)

#2025ISMPMI 📣 In silico screening of PRR-epitope interactions is now possible! Here, we developed mamp-ml to predict their immunogenic outcomes without structural context. Let's accelerate engineering plant receptors for robust resistance! 🚀🌱 Small 🧵 www.biorxiv.org/content/10.1...

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mamp-ml: A deep learning approach to epitope immunogenicity in plants Eukaryotes detect biomolecules through surface-localized receptors, key signaling components. A subset of receptors survey for pathogens, induce immunity, and restrict pathogen growth. Comparative gen... https://www.biorxiv.org/content/10.1101/2025.07.11.664399v1