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Bioinformatics in translational drug discovery
Bioinformatics approaches are becoming ever more essential in translational drug discovery both in academia and within the pharmaceutical industry. Computational exploitation of the increasing volumes of data generated during all phases of drug discovery is enabling key challenges of the process to...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Portland Press Ltd.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448364/ https://www.ncbi.nlm.nih.gov/pubmed/28487472 http://dx.doi.org/10.1042/BSR20160180 |
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author | Wooller, Sarah K. Benstead-Hume, Graeme Chen, Xiangrong Ali, Yusuf Pearl, Frances M.G. |
author_facet | Wooller, Sarah K. Benstead-Hume, Graeme Chen, Xiangrong Ali, Yusuf Pearl, Frances M.G. |
author_sort | Wooller, Sarah K. |
collection | PubMed |
description | Bioinformatics approaches are becoming ever more essential in translational drug discovery both in academia and within the pharmaceutical industry. Computational exploitation of the increasing volumes of data generated during all phases of drug discovery is enabling key challenges of the process to be addressed. Here, we highlight some of the areas in which bioinformatics resources and methods are being developed to support the drug discovery pipeline. These include the creation of large data warehouses, bioinformatics algorithms to analyse ‘big data’ that identify novel drug targets and/or biomarkers, programs to assess the tractability of targets, and prediction of repositioning opportunities that use licensed drugs to treat additional indications. |
format | Online Article Text |
id | pubmed-6448364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Portland Press Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64483642019-04-16 Bioinformatics in translational drug discovery Wooller, Sarah K. Benstead-Hume, Graeme Chen, Xiangrong Ali, Yusuf Pearl, Frances M.G. Biosci Rep Review Articles Bioinformatics approaches are becoming ever more essential in translational drug discovery both in academia and within the pharmaceutical industry. Computational exploitation of the increasing volumes of data generated during all phases of drug discovery is enabling key challenges of the process to be addressed. Here, we highlight some of the areas in which bioinformatics resources and methods are being developed to support the drug discovery pipeline. These include the creation of large data warehouses, bioinformatics algorithms to analyse ‘big data’ that identify novel drug targets and/or biomarkers, programs to assess the tractability of targets, and prediction of repositioning opportunities that use licensed drugs to treat additional indications. Portland Press Ltd. 2017-07-07 /pmc/articles/PMC6448364/ /pubmed/28487472 http://dx.doi.org/10.1042/BSR20160180 Text en © 2017 The Author(s). http://creativecommons.org/licenses/by/4.0/This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY) (http://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Review Articles Wooller, Sarah K. Benstead-Hume, Graeme Chen, Xiangrong Ali, Yusuf Pearl, Frances M.G. Bioinformatics in translational drug discovery |
title | Bioinformatics in translational drug discovery |
title_full | Bioinformatics in translational drug discovery |
title_fullStr | Bioinformatics in translational drug discovery |
title_full_unstemmed | Bioinformatics in translational drug discovery |
title_short | Bioinformatics in translational drug discovery |
title_sort | bioinformatics in translational drug discovery |
topic | Review Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448364/ https://www.ncbi.nlm.nih.gov/pubmed/28487472 http://dx.doi.org/10.1042/BSR20160180 |
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