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SCALOP: sequence-based antibody canonical loop structure annotation

MOTIVATION: Canonical forms of the antibody complementarity-determining regions (CDRs) were first described in 1987 and have been redefined on multiple occasions since. The canonical forms are often used to approximate the antibody binding site shape as they can be predicted from sequence. A rapid p...

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Autores principales: Wong, Wing Ki, Georges, Guy, Ros, Francesca, Kelm, Sebastian, Lewis, Alan P, Taddese, Bruck, Leem, Jinwoo, Deane, Charlotte M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6513161/
https://www.ncbi.nlm.nih.gov/pubmed/30321295
http://dx.doi.org/10.1093/bioinformatics/bty877
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author Wong, Wing Ki
Georges, Guy
Ros, Francesca
Kelm, Sebastian
Lewis, Alan P
Taddese, Bruck
Leem, Jinwoo
Deane, Charlotte M
author_facet Wong, Wing Ki
Georges, Guy
Ros, Francesca
Kelm, Sebastian
Lewis, Alan P
Taddese, Bruck
Leem, Jinwoo
Deane, Charlotte M
author_sort Wong, Wing Ki
collection PubMed
description MOTIVATION: Canonical forms of the antibody complementarity-determining regions (CDRs) were first described in 1987 and have been redefined on multiple occasions since. The canonical forms are often used to approximate the antibody binding site shape as they can be predicted from sequence. A rapid predictor would facilitate the annotation of CDR structures in the large amounts of repertoire data now becoming available from next generation sequencing experiments. RESULTS: SCALOP annotates CDR canonical forms for antibody sequences, supported by an auto-updating database to capture the latest cluster information. Its accuracy is comparable to that of a standard structural predictor but it is 800 times faster. The auto-updating nature of SCALOP ensures that it always attains the best possible coverage. AVAILABILITY AND IMPLEMENTATION: SCALOP is available as a web application and for download under a GPLv3 license at opig.stats.ox.ac.uk/webapps/scalop. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-65131612019-05-20 SCALOP: sequence-based antibody canonical loop structure annotation Wong, Wing Ki Georges, Guy Ros, Francesca Kelm, Sebastian Lewis, Alan P Taddese, Bruck Leem, Jinwoo Deane, Charlotte M Bioinformatics Applications Notes MOTIVATION: Canonical forms of the antibody complementarity-determining regions (CDRs) were first described in 1987 and have been redefined on multiple occasions since. The canonical forms are often used to approximate the antibody binding site shape as they can be predicted from sequence. A rapid predictor would facilitate the annotation of CDR structures in the large amounts of repertoire data now becoming available from next generation sequencing experiments. RESULTS: SCALOP annotates CDR canonical forms for antibody sequences, supported by an auto-updating database to capture the latest cluster information. Its accuracy is comparable to that of a standard structural predictor but it is 800 times faster. The auto-updating nature of SCALOP ensures that it always attains the best possible coverage. AVAILABILITY AND IMPLEMENTATION: SCALOP is available as a web application and for download under a GPLv3 license at opig.stats.ox.ac.uk/webapps/scalop. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2019-05-15 2018-10-15 /pmc/articles/PMC6513161/ /pubmed/30321295 http://dx.doi.org/10.1093/bioinformatics/bty877 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Wong, Wing Ki
Georges, Guy
Ros, Francesca
Kelm, Sebastian
Lewis, Alan P
Taddese, Bruck
Leem, Jinwoo
Deane, Charlotte M
SCALOP: sequence-based antibody canonical loop structure annotation
title SCALOP: sequence-based antibody canonical loop structure annotation
title_full SCALOP: sequence-based antibody canonical loop structure annotation
title_fullStr SCALOP: sequence-based antibody canonical loop structure annotation
title_full_unstemmed SCALOP: sequence-based antibody canonical loop structure annotation
title_short SCALOP: sequence-based antibody canonical loop structure annotation
title_sort scalop: sequence-based antibody canonical loop structure annotation
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6513161/
https://www.ncbi.nlm.nih.gov/pubmed/30321295
http://dx.doi.org/10.1093/bioinformatics/bty877
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