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De novo identification of CD4 + T cell epitopes.

Paul M ZdinakNishtha TrivediStephanie GrebinoskiJessica TorreyEduardo Zarate MartinezSalome MartinezLouise HicksRashi RanjanVenkata Krishna Kanth MakaniMary Melissa RolandLyubov KubloSanya ArshadMark S AndersonDario A A VignaliAlok V Joglekar
Published in: Nature methods (2024)
CD4 + T cells recognize peptide antigens presented on class II major histocompatibility complex (MHC-II) molecules to carry out their function. The remarkable diversity of T cell receptor sequences and lack of antigen discovery approaches for MHC-II make profiling the specificities of CD4 + T cells challenging. We have expanded our platform of signaling and antigen-presenting bifunctional receptors to encode MHC-II molecules presenting covalently linked peptides (SABR-IIs) for CD4 + T cell antigen discovery. SABR-IIs can present epitopes to CD4 + T cells and induce signaling upon their recognition, allowing a readable output. Furthermore, the SABR-II design is modular in signaling and deployment to T cells and B cells. Here, we demonstrate that SABR-IIs libraries presenting endogenous and non-contiguous epitopes can be used for antigen discovery in the context of type 1 diabetes. SABR-II libraries provide a rapid, flexible, scalable and versatile approach for de novo identification of CD4 + T cell ligands from single-cell RNA sequencing data using experimental and computational approaches.
Keyphrases
  • single cell
  • high throughput
  • small molecule
  • immune response
  • big data
  • deep learning
  • electronic health record
  • bioinformatics analysis
  • highly efficient
  • genetic diversity