[HTML][HTML] Evaluation of MHC class I peptide binding prediction servers: applications for vaccine research
Background Protein antigens and their specific epitopes are formulation targets for epitope-
based vaccines. A number of prediction servers are available for identification of peptides …
based vaccines. A number of prediction servers are available for identification of peptides …
[HTML][HTML] Evaluation of MHC-II peptide binding prediction servers: applications for vaccine research
Background Initiation and regulation of immune responses in humans involves recognition
of peptides presented by human leukocyte antigen class II (HLA-II) molecules. These …
of peptides presented by human leukocyte antigen class II (HLA-II) molecules. These …
Improved methods for predicting peptide binding affinity to MHC class II molecules
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 …
of professional antigen‐presenting cells where they display peptides to T helper cells, which …
[HTML][HTML] Methods for prediction of peptide binding to MHC molecules: a comparative study
Background A variety of methods for prediction of peptide binding to major histocompatibility
complex (MHC) have been proposed. These methods are based on binding motifs, binding …
complex (MHC) have been proposed. These methods are based on binding motifs, binding …
Examining the independent binding assumption for binding of peptide epitopes to MHC-I molecules
Motivation: Various methods have been proposed to predict the binding affinities of peptides
to Major Histocompatibility Complex class I (MHC-I) molecules based on experimental …
to Major Histocompatibility Complex class I (MHC-I) molecules based on experimental …
[HTML][HTML] A systematic assessment of MHC class II peptide binding predictions and evaluation of a consensus approach
The identification of MHC class II restricted peptide epitopes is an important goal in
immunological research. A number of computational tools have been developed for this …
immunological research. A number of computational tools have been developed for this …
Accurate approximation method for prediction of class I MHC affinities for peptides of length 8, 10 and 11 using prediction tools trained on 9mers
Several accurate prediction systems have been developed for prediction of class I major
histocompatibility complex (MHC): peptide binding. Most of these are trained on binding …
histocompatibility complex (MHC): peptide binding. Most of these are trained on binding …
[HTML][HTML] Dataset size and composition impact the reliability of performance benchmarks for peptide-MHC binding predictions
Background It is important to accurately determine the performance of peptide: MHC binding
predictions, as this enables users to compare and choose between different prediction …
predictions, as this enables users to compare and choose between different prediction …
Automated benchmarking of peptide-MHC class I binding predictions
Motivation: Numerous in silico methods predicting peptide binding to major
histocompatibility complex (MHC) class I molecules have been developed over the last …
histocompatibility complex (MHC) class I molecules have been developed over the last …
[HTML][HTML] Strength in numbers: achieving greater accuracy in MHC-I binding prediction by combining the results from multiple prediction tools
Background Peptides derived from endogenous antigens can bind to MHC class I
molecules. Those which bind with high affinity can invoke a CD8+ immune response …
molecules. Those which bind with high affinity can invoke a CD8+ immune response …
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