NetMHCpan, a method for MHC class I binding prediction beyond humans

I Hoof, B Peters, J Sidney, LE Pedersen, A Sette… - Immunogenetics, 2009 - Springer
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. The human …

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 …

Improved methods for predicting peptide binding affinity to MHC class II molecules

KK Jensen, M Andreatta, P Marcatili, S Buus… - …, 2018 - Wiley Online Library
Major histocompatibility complex class II (MHC‐II) molecules are expressed on the surface
of professional antigen‐presenting cells where they display peptides to T helper cells, which …

MHCflurry: open-source class I MHC binding affinity prediction

TJ O'Donnell, A Rubinsteyn, M Bonsack, AB Riemer… - Cell systems, 2018 - cell.com
Predicting the binding affinity of major histocompatibility complex I (MHC I) proteins and their
peptide ligands is important for vaccine design. We introduce an open-source package for …

A community resource benchmarking predictions of peptide binding to MHC-I molecules

B Peters, HH Bui, S Frankild, M Nielsen… - PLoS computational …, 2006 - journals.plos.org
Recognition of peptides bound to major histocompatibility complex (MHC) class I molecules
by T lymphocytes is an essential part of immune surveillance. Each MHC allele has a …

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 …

[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 …

NetMHCpan-3.0; improved prediction of binding to MHC class I molecules integrating information from multiple receptor and peptide length datasets

M Nielsen, M Andreatta - Genome medicine, 2016 - Springer
Background Binding of peptides to MHC class I molecules (MHC-I) is essential for antigen
presentation to cytotoxic T-cells. Results Here, we demonstrate how a simple alignment step …

Systematically benchmarking peptide-MHC binding predictors: From synthetic to naturally processed epitopes

W Zhao, X Sher - PLoS computational biology, 2018 - journals.plos.org
A number of machine learning-based predictors have been developed for identifying
immunogenic T-cell epitopes based on major histocompatibility complex (MHC) class I and II …

NetMHC-3.0: accurate web accessible predictions of human, mouse and monkey MHC class I affinities for peptides of length 8–11

C Lundegaard, K Lamberth, M Harndahl… - Nucleic acids …, 2008 - academic.oup.com
Abstract NetMHC-3.0 is trained on a large number of quantitative peptide data using both
affinity data from the Immune Epitope Database and Analysis Resource (IEDB) and elution …