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TitleTargeting peptide-MHC complexes with designed T cell receptors and antibodies.
Journal, issue, pagesbioRxiv, Year 2025
Publish dateNov 20, 2025
AuthorsAmir Motmaen / Kevin M Jude / Nan Wang / Anastasia Minervina / David Feldman / Mauriz A Lichtenstein / Abishai Ebenezer / Colin Correnti / Paul G Thomas / K Christopher Garcia / David Baker / Philip Bradley /
PubMed AbstractClass I major histocompatibility complexes (MHCs), expressed on the surface of all nucleated cells, present peptides derived from intracellular proteins for surveillance by T cells. The precise ...Class I major histocompatibility complexes (MHCs), expressed on the surface of all nucleated cells, present peptides derived from intracellular proteins for surveillance by T cells. The precise recognition of foreign or mutated peptide-MHC (pMHC) complexes by T cell receptors (TCRs) is central to immune defense against pathogens and tumors. Although patient-derived TCRs specific for cancer-associated antigens have been used to engineer tumor-targeting therapies, their reactivity toward self- or near-self antigens may be constrained by negative selection in the thymus. Here, we introduce a structure-based deep learning framework, ADAPT (Antigen-receptor Design Against Peptide-MHC Targets), for the design of TCRs and antibodies that bind to pMHC targets of interest. We evaluate the ADAPT pipeline by designing and characterizing TCRs and antibodies against a diverse panel of pMHCs. Cryogenic electron microscopy structures of two designed antibodies bound to their respective pMHC targets demonstrate atomic-level accuracy at the recognition interface, supporting the robustness of our structure-based approach. Computationally designed TCRs and antibodies targeting pMHC complexes could enable a broad range of therapeutic applications, from cancer immunotherapy to autoimmune disease treatment, and insights gained from TCR-pMHC design should advance predictive understanding of TCR specificity with implications for basic immunology and clinical diagnostics.
External linksbioRxiv / PubMed:41332722 / PubMed Central
MethodsEM (single particle)
Resolution2.5 - 2.6 Å
Structure data

EMDB-73458, PDB-9ytd:
Designed antibody vAB66 targeting PAP-HLA A*02:01
Method: EM (single particle) / Resolution: 2.5 Å

EMDB-73460, PDB-9ytf:
TCR mimic antibody vAB-30 in complex with MAGE-A3 in HLA-A1
Method: EM (single particle) / Resolution: 2.6 Å

Chemicals

ChemComp-HOH:
WATER

Source
  • synthetic construct (others)
  • homo sapiens (human)
  • lama glama (llama)
KeywordsDE NOVO PROTEIN/IMMUNE SYSTEM / Fab / complex / immunology / DE NOVO PROTEIN / DE NOVO PROTEIN-IMMUNE SYSTEM complex / IMMUNE SYSTEM / HLA / TCR mimic antibody / de novo design / immune complex

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