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Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors

The recent development of High Throughput Sequencing technologies has enabled an individual’s TCR repertoire to be efficiently analysed at the nucleotide level. However, with unique clonotypes ranging in the tens of millions per individual, this approach gives a surfeit of information that is diffic...

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Detalles Bibliográficos
Autores principales: Epstein, Michael, Barenco, Martino, Klein, Nigel, Hubank, Michael, Callard, Robin E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3906109/
https://www.ncbi.nlm.nih.gov/pubmed/24489822
http://dx.doi.org/10.1371/journal.pone.0086986
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author Epstein, Michael
Barenco, Martino
Klein, Nigel
Hubank, Michael
Callard, Robin E.
author_facet Epstein, Michael
Barenco, Martino
Klein, Nigel
Hubank, Michael
Callard, Robin E.
author_sort Epstein, Michael
collection PubMed
description The recent development of High Throughput Sequencing technologies has enabled an individual’s TCR repertoire to be efficiently analysed at the nucleotide level. However, with unique clonotypes ranging in the tens of millions per individual, this approach gives a surfeit of information that is difficult to analyse and interpret in a biological context and gives little information about TCR structural diversity. Using publicly available TCR CDR3 sequence data, we analysed TCR repertoires by converting the encoded CDR3 amino acid sequences into Kidera Factors, a set of orthogonal physico-chemical properties that reflect protein structure. This approach enabled the TCR repertoire from different individuals to be distinguished and demonstrated the close similarity of the repertoire in different samples from the same individual.
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spelling pubmed-39061092014-01-31 Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors Epstein, Michael Barenco, Martino Klein, Nigel Hubank, Michael Callard, Robin E. PLoS One Research Article The recent development of High Throughput Sequencing technologies has enabled an individual’s TCR repertoire to be efficiently analysed at the nucleotide level. However, with unique clonotypes ranging in the tens of millions per individual, this approach gives a surfeit of information that is difficult to analyse and interpret in a biological context and gives little information about TCR structural diversity. Using publicly available TCR CDR3 sequence data, we analysed TCR repertoires by converting the encoded CDR3 amino acid sequences into Kidera Factors, a set of orthogonal physico-chemical properties that reflect protein structure. This approach enabled the TCR repertoire from different individuals to be distinguished and demonstrated the close similarity of the repertoire in different samples from the same individual. Public Library of Science 2014-01-29 /pmc/articles/PMC3906109/ /pubmed/24489822 http://dx.doi.org/10.1371/journal.pone.0086986 Text en © 2014 Epstein et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Epstein, Michael
Barenco, Martino
Klein, Nigel
Hubank, Michael
Callard, Robin E.
Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title_full Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title_fullStr Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title_full_unstemmed Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title_short Revealing Individual Signatures of Human T Cell CDR3 Sequence Repertoires with Kidera Factors
title_sort revealing individual signatures of human t cell cdr3 sequence repertoires with kidera factors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3906109/
https://www.ncbi.nlm.nih.gov/pubmed/24489822
http://dx.doi.org/10.1371/journal.pone.0086986
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