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Computer-aided drug discovery

Computational approaches are an integral part of interdisciplinary drug discovery research. Understanding the science behind computational tools, their opportunities, and limitations is essential to make a true impact on drug discovery at different levels. If applied in a scientifically meaningful w...

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Detalles Bibliográficos
Autor principal: Bajorath, Jürgen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4756805/
https://www.ncbi.nlm.nih.gov/pubmed/26949519
http://dx.doi.org/10.12688/f1000research.6653.1
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author Bajorath, Jürgen
author_facet Bajorath, Jürgen
author_sort Bajorath, Jürgen
collection PubMed
description Computational approaches are an integral part of interdisciplinary drug discovery research. Understanding the science behind computational tools, their opportunities, and limitations is essential to make a true impact on drug discovery at different levels. If applied in a scientifically meaningful way, computational methods improve the ability to identify and evaluate potential drug molecules, but there remain weaknesses in the methods that preclude naïve applications. Herein, current trends in computer-aided drug discovery are reviewed, and selected computational areas are discussed. Approaches are highlighted that aid in the identification and optimization of new drug candidates. Emphasis is put on the presentation and discussion of computational concepts and methods, rather than case studies or application examples. As such, this contribution aims to provide an overview of the current methodological spectrum of computational drug discovery for a broad audience.
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spelling pubmed-47568052016-03-03 Computer-aided drug discovery Bajorath, Jürgen F1000Res Review Computational approaches are an integral part of interdisciplinary drug discovery research. Understanding the science behind computational tools, their opportunities, and limitations is essential to make a true impact on drug discovery at different levels. If applied in a scientifically meaningful way, computational methods improve the ability to identify and evaluate potential drug molecules, but there remain weaknesses in the methods that preclude naïve applications. Herein, current trends in computer-aided drug discovery are reviewed, and selected computational areas are discussed. Approaches are highlighted that aid in the identification and optimization of new drug candidates. Emphasis is put on the presentation and discussion of computational concepts and methods, rather than case studies or application examples. As such, this contribution aims to provide an overview of the current methodological spectrum of computational drug discovery for a broad audience. F1000Research 2015-08-26 /pmc/articles/PMC4756805/ /pubmed/26949519 http://dx.doi.org/10.12688/f1000research.6653.1 Text en Copyright: © 2015 Bajorath J http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Bajorath, Jürgen
Computer-aided drug discovery
title Computer-aided drug discovery
title_full Computer-aided drug discovery
title_fullStr Computer-aided drug discovery
title_full_unstemmed Computer-aided drug discovery
title_short Computer-aided drug discovery
title_sort computer-aided drug discovery
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4756805/
https://www.ncbi.nlm.nih.gov/pubmed/26949519
http://dx.doi.org/10.12688/f1000research.6653.1
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