Improved Prediction of MHC II Antigen Presentation through ...

We apply the NNAlign_MA machine learning framework to analyze and integrate large-scale eluted MHC II ligand mass spectrometry (MS) data sets to advance ...

Improved Prediction of MHC II Antigen Presentation ... - PubMed

In a highly selective process, MHC II presents peptides derived from exogenous antigens on the surface of antigen-presenting cells for T cell ...

Improved prediction of MHC II antigen presentation through ...

We apply the NNAlign_MA machine learning framework to analyse and integrate large-scale eluted MHC II ligand mass spectrometry (MS) data sets to advance ...

Improved Prediction of MHC II Antigen Presentation through ...

Improved Prediction of MHC II Antigen Presentation through. Integration and Motif Deconvolution of Mass Spectrometry MHC. Eluted Ligand Data.

improved predictions of MHC antigen presentation by ... - PubMed

Therefore, the prediction of peptide binding to MHC is a powerful utility to predict the possible specificity of a T-cell immune response.

Improved prediction of MHC II antigen presentation through ...

Major Histocompatibility Complex II (MHC II) molecules play a key role in the onset and control of cellular immunity. In a highly selective ...

[PDF] Improved prediction of MHC II antigen presentation through ...

This work integrates data from eluted MHC ligand mass spectrometry assays that inherently contains signals of the events leading to antigen presentation, ...

NetMHCpan-4.1 and NetMHCIIpan-4.0: improved predictions of ...

In both cases, the binding between MHC and antigenic peptides is the most selective step in the antigen presentation pathway. Therefore, the ...

Improved prediction of MHC II antigen presentation through ...

Improved prediction of MHC II antigen presentation through integration and motif deconvolution of mass spectrometry. MHC eluted ligand data.

Predicting HLA class II antigen presentation through integrated deep ...

Accurate prediction of antigen presentation by human leukocyte antigen (HLA) class II molecules would be valuable for vaccine development ...

(PDF) Improved prediction of MHC II antigen presentation through ...

In a highly selective process, MHC II presents peptides derived from exogenous antigens on the surface of antigen presenting cells for T cell ...

Improved Prediction of MHC II Antigen Presentation through ...

We apply the NNAlign_MA machine learning framework to analyse and integrate large-scale eluted MHC II ligand mass spectrometry (MS) data sets to advance ...

Improved MHC II epitope prediction — a step towards personalized ...

Rapid identification of immunostimulatory neoantigen targets hastens neoantigen vaccine development. Papers recently published in Nature ...

MHCII-peptide presentation: an assessment of the state-of-the-art ...

MHCII molecules are transmembrane glycoprotein heterodimers, which capture exogenous antigenic peptides through their peptide binding region and ...

Machine learning predictions of MHC-II specificities reveal ...

Despite their central role in infectious diseases, autoimmunity, and cancer, epitopes presented on MHC-II and targeted by CD4+ T cells are still ...

Improved predictions of antigen presentation and TCR recognition ...

MHCflurry 2.0: improved pan-allele prediction of MHC class I-presented peptides by ... High-throughput prediction of MHC class I and II ...

Improved prediction of HLA antigen presentation hotspots ...

Advancements in mass spectrometry (MS) technologies have greatly enhanced the sensitivity of MHC-associated peptide proteomics (MAPPs) assays.

Improved Prediction of MHC II Antigen Presentation through ...

Dive into the research topics of 'Improved Prediction of MHC II Antigen Presentation through Integration and Motif Deconvolution of Mass Spectrometry MHC Eluted ...

BERTMHC: improved MHC–peptide class II interaction prediction ...

Predicting precisely the binding and presentation of peptides to major histocompatibility complex (MHC) alleles is an important step toward such therapies.

Improved predictions of antigen presentation and TCR recognition ...

This process requires epitopes to be presented on class I human leukocyte antigen (HLA-I) molecules and recognized by the T-cell receptor (TCR).