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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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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. |
format | Online Article Text |
id | pubmed-3906109 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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