[HTML][HTML] MHCflurry 2.0: improved pan-allele prediction of MHC class I-presented peptides by incorporating antigen processing
Computational prediction of the peptides presented on major histocompatibility complex
(MHC) class I proteins is an important tool for studying T cell immunity. The data available to …
(MHC) class I proteins is an important tool for studying T cell immunity. The data available to …
MSBooster: improving peptide identification rates using deep learning-based features
Peptide identification in liquid chromatography-tandem mass spectrometry (LC-MS/MS)
experiments relies on computational algorithms for matching acquired MS/MS spectra …
experiments relies on computational algorithms for matching acquired MS/MS spectra …
Quiescent cancer cells resist T cell attack by forming an immunosuppressive niche
P Baldominos, A Barbera-Mourelle, O Barreiro… - Cell, 2022 - cell.com
Immunotherapy is a promising treatment for triple-negative breast cancer (TNBC), but
patients relapse, highlighting the need to understand the mechanisms of resistance. We …
patients relapse, highlighting the need to understand the mechanisms of resistance. We …
Prediction of peptide mass spectral libraries with machine learning
J Cox - Nature Biotechnology, 2023 - nature.com
The recent development of machine learning methods to identify peptides in complex mass
spectrometric data constitutes a major breakthrough in proteomics. Longstanding methods …
spectrometric data constitutes a major breakthrough in proteomics. Longstanding methods …
Immunogenicity and therapeutic targeting of a public neoantigen derived from mutated PIK3CA
Public neoantigens (NeoAgs) represent an elite class of shared cancer-specific epitopes
derived from recurrently mutated driver genes. Here we describe a high-throughput platform …
derived from recurrently mutated driver genes. Here we describe a high-throughput platform …
Promises and challenges of adoptive T-cell therapies for solid tumours
Cancer is a leading cause of death worldwide and, despite new targeted therapies and
immunotherapies, many patients with advanced-stage-or high-risk cancers still die, owing to …
immunotherapies, many patients with advanced-stage-or high-risk cancers still die, owing to …
T cell receptor therapeutics: immunological targeting of the intracellular cancer proteome
CA Klebanoff, SS Chandran, BM Baker… - Nature Reviews Drug …, 2023 - nature.com
The T cell receptor (TCR) complex is a naturally occurring antigen sensor that detects,
amplifies and coordinates cellular immune responses to epitopes derived from cell surface …
amplifies and coordinates cellular immune responses to epitopes derived from cell surface …
Deep learning boosts sensitivity of mass spectrometry-based immunopeptidomics
Characterizing the human leukocyte antigen (HLA) bound ligandome by mass spectrometry
(MS) holds great promise for developing vaccines and drugs for immune-oncology. Still, the …
(MS) holds great promise for developing vaccines and drugs for immune-oncology. Still, the …
RETRACTED ARTICLE: Cross-HLA targeting of intracellular oncoproteins with peptide-centric CARs
The majority of oncogenic drivers are intracellular proteins, thus constraining their
immunotherapeutic targeting to mutated peptides (neoantigens) presented by individual …
immunotherapeutic targeting to mutated peptides (neoantigens) presented by individual …
Post-translational modifications reshape the antigenic landscape of the MHC I immunopeptidome in tumors
A Kacen, A Javitt, MP Kramer, D Morgenstern… - Nature …, 2023 - nature.com
Post-translational modification (PTM) of antigens provides an additional source of
specificities targeted by immune responses to tumors or pathogens, but identifying antigen …
specificities targeted by immune responses to tumors or pathogens, but identifying antigen …