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Prediction of Peptide-MHC Binding Using Profiles | SpringerLink
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Prediction of peptide binding to major histocompatibility complex (MHC) molecules is a basis for anticipating T-cell epitopes. Peptides that bind to a given MHC molecule are related by sequence similarity. Therefore, a position-specific scoring matrix...
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Keywords {🔍}
google, scholar, pubmed, article, cas, binding, mhc, peptide, prediction, class, molecules, peptides, henikoff, immunol, peptidemhc, sequence, reinherz, protocol, reche, methods, mol, database, protein, flower, bioinformatics, biol, privacy, cookies, content, information, publish, histocompatibility, complex, epitopes, structural, cell, appl, sette, analysis, data, search, immunoinformatics, major, basis, molecule, positionspecific, chapter, proteins, wiley, structure,
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ScholarlyArticle:
headline:Prediction of Peptide-MHC Binding Using Profiles
pageEnd:200
pageStart:185
image:https://media.springernature.com/w153/springer-static/cover/book/978-1-60327-118-9.jpg
genre:
Springer Protocols
isPartOf:
name:Immunoinformatics
isbn:
978-1-60327-118-9
978-1-58829-699-3
type:Book
publisher:
name:Humana Press
logo:
url:https://www.springernature.com/app-sn/public/images/logo-springernature.png
type:ImageObject
type:Organization
author:
name:Pedro A. Reche
affiliation:
name:Harvard Medical School
address:
name:Laboratory of Immunobiology and Department of Medical Oncology, Dana-Farber Cancer Institute; and Department of Medicine, Harvard Medical School, Boston
type:PostalAddress
type:Organization
type:Person
name:Ellis L. Reinherz
affiliation:
name:Dana-Farber Cancer Institute, Harvard Medical School
address:
name:Dana-Farber Cancer Institute, Harvard Medical School, Boston
type:PostalAddress
type:Organization
type:Person
keywords:PSSM, MHC, binding, epitopes, profile, prediction
description:Prediction of peptide binding to major histocompatibility complex (MHC) molecules is a basis for anticipating T-cell epitopes. Peptides that bind to a given MHC molecule are related by sequence similarity. Therefore, a position-specific scoring matrix (PSSM)—also known as profile—derived from a set of aligned peptides known to bind to a given MHC molecule can be used as a predictor of both peptide–MHC binding and T-cell epitopes. In this approach, the binding potential of any peptide sequence (query) to the MHC molecule is determined by its similarity to a set of known peptide–MHC binders and can be obtained by comparing the query to the PSSM. Following structural considerations of the peptide–MHC interaction, we will describe here how to derive alignments and PSSMs that are suitable for the prediction of peptide–MHC binding.
datePublished:2007
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name:Harvard Medical School
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name:Laboratory of Immunobiology and Department of Medical Oncology, Dana-Farber Cancer Institute; and Department of Medicine, Harvard Medical School, Boston
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