Article
作者: Thumtecho, Suthimon ; Risager Christensen, Charlotte ; Reker Hadrup, Sine ; Scapolo, Beatrice ; Voss, Lasse Frank ; Lacunza, Iñigo ; Damm Englund, Alberte T. ; Wolff, Darian Stephan ; Fernández-Quintero, Monica L. ; Morell, Oliver ; Forli, Stefano ; Ormhøj, Maria ; Overath, Max D. ; Johansen, Kristoffer Haurum ; Tamhane, Tripti ; Fernandes, Jordan Sylvester ; Ward, Andrew B. ; Qingjie Andersen, Emma ; Rivera-de-Torre, Esperanza ; Due, Mathilde ; Loeffler, Johannes R. ; Rodriguez Pardo, Carlos ; Kjærgaard Munk, Kamilla ; Gharpure, Anant ; Viuff, Marie Christine ; Jenkins, Timothy P. ; Haldrup Björnsson, Kasper
The recognition of intracellular antigens by CD8
+
T cells through T cell receptors (TCRs) is central for adaptive immunity against infections and cancer. However, the identification of TCRs from patient material remains complex. We present a rapid de novo minibinder (miBd) design platform leveraging state-of-the-art generative models to engineer miBds targeting the cancer-associated peptide-bound major histocompatibility complex (pMHC) SLLMWITQC/HLA-A*02:01 (NY-ESO-1). Incorporating in silico cross-panning enabled computational prescreening of specificity, and molecular dynamics simulations allowed for improved predictability of in vitro success. We identified a high-affinity NY-ESO-1 binder and confirmed its structure using cryo–electron microscopy, which, when incorporated in a chimeric antigen receptor, induced killing of NY-ESO-1
+
melanoma cells. We further designed and validated binders to a neoantigen pMHC complex, RVTDESILSY/HLA-A*01:01, with unknown structure, demonstrating the potential for precision immunotherapy.