bioRxivImmunologyPreprint
T-FINDER: A highly sensitive, pan-HLA platform for functional T cell receptor and ligand discovery
T. Schmid, M. Cetin, V. Pinamonti, A. M. Fuentes, K. Kromer, T. Lerner, J. Zhang, T. BoschertiD, Y. Herzig, C. Ehlert, L. Fisch, V. Dragan, A. Kouwenhoven, B. Van Schoubroeck, H. Wils, C. Van Hove, M. PlatteniD, E. W. GreeniD, F. Stevenaert, N. Felix, J. M. LindneriD
Abstract
Effective, unbiased, high-throughput methods to functionally identify both class II and class I HLA-presented T cell epitopes and their cognate T cell receptors (TCRs) are essential for and prerequisite to diagnostic and therapeutic applications, yet remain underdeveloped. Addressing this bottleneck, we established T-FINDER (T cell Functional Identification and (Neo)-antigen Discovery of Epitopes and Receptors), a platform that rapidly deconvolutes CD4 and CD8 TCR reactivities to targets physiologically processed and presented by an individuals unmanipulated, complete HLA haplotype. By using a highly sensitive TCR signaling reporter capable of detecting even low-affinity TCR:ligand interactions, T-FINDER not only robustly identifies unknown peptide:HLA ligands from complex antigen libraries, but also rapidly screens and functionally validates the specificity of complex TCR libraries against known or predicted targets. To demonstrate its pan-HLA presentation capacity, we apply the platform to multiple TCR-based applications, including glioma, celiac disease, and rheumatoid arthritis, providing unique biological insights and showcasing T-FINDERs potency and versatility.
- organism: human
- assay: proteomics
- research focus: drug response / drug discovery
- approach: deep learning
- approach: experimental assay
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