Marian Novotný

Decoding the allosteric grammar of protein kinases: A dual‐stream framework integrating protein language models and energy landscape frustration analysis

This study reveals how the organization of the protein energy landscape shapes universal "allosteric grammar" and algorithmic detectability of regulatory binding sites and proposes that allosteric sites are encoded in persistent neutrally frustrated regions optimized for context‐dependent regulatory modulation.