Improved MHC II epitope prediction - a step towards personalized medicine.

Nat Rev Clin Oncol

Department of Surgery, Loyola University Chicago, Maywood, IL, USA.

Published: February 2020

Numerous neoepitope-based vaccination strategies are in testing for clinical use in the treatment of cancer. Rapid identification of immunostimulatory neoantigen targets hastens neoantigen vaccine development. Papers recently published in describe two independent machine-learning-based algorithms that demonstrate improved identification of MHC class II-binding peptides. Herein, we outline the benefits of these algorithms and their implications for future immunotherapies.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7223749PMC
http://dx.doi.org/10.1038/s41571-019-0315-0DOI Listing

Publication Analysis

Top Keywords

improved mhc
4
mhc epitope
4
epitope prediction
4
prediction step
4
step personalized
4
personalized medicine
4
medicine numerous
4
numerous neoepitope-based
4
neoepitope-based vaccination
4
vaccination strategies
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!