2024
Machine learning-enhanced immunopeptidomics applied to T-cell epitope discovery for COVID-19 vaccines
Kovalchik K, Hamelin D, Kubiniok P, Bourdin B, Mostefai F, Poujol R, Paré B, Simpson S, Sidney J, Bonneil É, Courcelles M, Saini S, Shahbazy M, Kapoor S, Rajesh V, Weitzen M, Grenier J, Gharsallaoui B, Maréchal L, Wu Z, Savoie C, Sette A, Thibault P, Sirois I, Smith M, Decaluwe H, Hussin J, Lavallée-Adam M, Caron E. Machine learning-enhanced immunopeptidomics applied to T-cell epitope discovery for COVID-19 vaccines. Nature Communications 2024, 15: 10316. PMID: 39609459, PMCID: PMC11604954, DOI: 10.1038/s41467-024-54734-9.Peer-Reviewed Original ResearchConceptsT cell epitopesT cellsCD8+ T cell epitopesT cell immunityT cell epitope discoverySARS-CoV-2T-cell-directed vaccinationDesigning effective vaccinesB7 supertypePatient's proteomesSARS-CoV-2 variantsVaccine epitopesViral antigensSpike antigenVaccine developmentEffective vaccineEpitope discoveryCOVID-19 vaccineVaccineEpitopesAntigenic featuresOmicron variantAntigenCOVID-19CD8
2018
A tissue-based draft map of the murine MHC class I immunopeptidome
Schuster H, Shao W, Weiss T, Pedrioli P, Roth P, Weller M, Campbell D, Deutsch E, Moritz R, Planz O, Rammensee H, Aebersold R, Caron E. A tissue-based draft map of the murine MHC class I immunopeptidome. Scientific Data 2018, 5: 180157. PMID: 30084848, PMCID: PMC6080492, DOI: 10.1038/sdata.2018.157.Peer-Reviewed Original ResearchConceptsMHC class IClass IMurine MHC class IPotential tumor-associated antigenMajor histocompatibility complex class IHistocompatibility complex class ITumor-associated antigensComplex class IC57BL/6 miceT cellsTranslational immunologyCancer modelImmune systemNormal tissuesMS injectionMost tissuesTissueInitial qualitative dataTotal numberPeptidesCD8AtlasAntigenMice
2014
Checkpoint blockade cancer immunotherapy targets tumour-specific mutant antigens
Gubin MM, Zhang X, Schuster H, Caron E, Ward JP, Noguchi T, Ivanova Y, Hundal J, Arthur CD, Krebber WJ, Mulder GE, Toebes M, Vesely MD, Lam SS, Korman AJ, Allison JP, Freeman GJ, Sharpe AH, Pearce EL, Schumacher TN, Aebersold R, Rammensee HG, Melief CJ, Mardis ER, Gillanders WE, Artyomov MN, Schreiber RD. Checkpoint blockade cancer immunotherapy targets tumour-specific mutant antigens. Nature 2014, 515: 577-581. PMID: 25428507, PMCID: PMC4279952, DOI: 10.1038/nature13988.Peer-Reviewed Original Research