Peptide binders designed directly from protein sequences

PepMLM, a protein language model fine-tuned on protein–peptide data, can generate potent, target-specific linear peptides capable of binding to and degrading proteins ranging from cancer receptors to drivers of neurodegeneration and viral proteins, all without requiring protein structural information.