MHC-NP: predicting peptides naturally processed by the MHC

S Giguère, A Drouin, A Lacoste, M Marchand… - Journal of …, 2013 - Elsevier
We present MHC-NP, a tool for predicting peptides naturally processed by the MHC
pathway. The method was part of the 2nd Machine Learning Competition in Immunology …

NetCleave: an open-source algorithm for predicting C-terminal antigen processing for MHC-I and MHC-II

P Amengual-Rigo, V Guallar - Scientific reports, 2021 - nature.com
Antigens presented on the cell surface have been subjected to multiple biological
processes. Among them, C-terminal antigen processing constitutes one of the main …

Machine learning competition in immunology–Prediction of HLA class I binding peptides

GL Zhang, HR Ansari, P Bradley, GC Cawley… - Journal of …, 2011 - Elsevier
Experimental studies of immune system and related applications such as characterization of
immune responses against pathogens, vaccine design, or optimization of therapies are …

[HTML][HTML] Uncovering the peptide-binding specificities of HLA-C: a general strategy to determine the specificity of any MHC class I molecule

M Rasmussen, M Harndahl, A Stryhn… - The Journal of …, 2014 - journals.aai.org
Abstract MHC class I molecules (HLA-I in humans) present peptides derived from
endogenous proteins to CTLs. Whereas the peptide-binding specificities of HLA-A and-B …

NIEluter: Predicting peptides eluted from HLA class I molecules

Q Tang, F Nie, J Kang, H Ding, P Zhou… - Journal of immunological …, 2015 - Elsevier
The immune system has evolved to make a diverse repertoire of peptides processed from
self and foreign proteomes, which are displayed in antigen-binding grooves of major …

Unveiling the peptide motifs of HLA-C and HLA-G from naturally presented peptides and generation of binding prediction matrices

M Di Marco, H Schuster, L Backert… - The Journal of …, 2017 - journals.aai.org
The classical HLA-C and the nonclassical HLA-E and HLA-G molecules play important roles
both in the innate and adaptive immune system. Starting already during embryogenesis and …

Quantitative predictions of peptide binding to any HLA-DR molecule of known sequence: NetMHCIIpan

M Nielsen, C Lundegaard, T Blicher… - PLoS computational …, 2008 - journals.plos.org
CD4 positive T helper cells control many aspects of specific immunity. These cells are
specific for peptides derived from protein antigens and presented by molecules of the …

In Silico Tools for Predicting Peptides Binding to HLA-Class II Molecules: More Confusion than Conclusion

U Gowthaman, JN Agrewala - Journal of proteome research, 2008 - ACS Publications
Identification of promiscuous peptides, which bind to human leukocyte antigen, is
indispensable for global vaccination. However, the development of such vaccines is …

NetMHCpan, a Method for Quantitative Predictions of Peptide Binding to Any HLA-A and -B Locus Protein of Known Sequence

M Nielsen, C Lundegaard, T Blicher, K Lamberth… - PloS one, 2007 - journals.plos.org
Background Binding of peptides to Major Histocompatibility Complex (MHC) molecules is
the single most selective step in the recognition of pathogens by the cellular immune system …

NetMHCIIpan-3.0, a common pan-specific MHC class II prediction method including all three human MHC class II isotypes, HLA-DR, HLA-DP and HLA-DQ

E Karosiene, M Rasmussen, T Blicher, O Lund, S Buus… - Immunogenetics, 2013 - Springer
Major histocompatibility complex class II (MHCII) molecules play an important role in cell-
mediated immunity. They present specific peptides derived from endosomal proteins for …