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Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents
Repositioning or repurposing drugs account for a substantial part of entering approval pipeline drugs, which indicates that drug repositioning has huge market potential and value. Computational technologies such as machine learning methods have accelerated the process of drug repositioning in the la...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189996/ https://www.ncbi.nlm.nih.gov/pubmed/35765655 http://dx.doi.org/10.1016/j.csbj.2022.05.057 |
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author | Zhu, Sha Bai, Qifeng Li, Lanqing Xu, Tingyang |
author_facet | Zhu, Sha Bai, Qifeng Li, Lanqing Xu, Tingyang |
author_sort | Zhu, Sha |
collection | PubMed |
description | Repositioning or repurposing drugs account for a substantial part of entering approval pipeline drugs, which indicates that drug repositioning has huge market potential and value. Computational technologies such as machine learning methods have accelerated the process of drug repositioning in the last few decades years. The repositioning potential of type 2 diabetes mellitus (T2DM) drugs for various diseases such as cancer, neurodegenerative diseases, and cardiovascular diseases have been widely studied. Hence, the related summary about repurposing antidiabetic drugs is of great significance. In this review, we focus on the machine learning methods for the development of new T2DM drugs and give an overview of the repurposing potential of the existing antidiabetic agents. |
format | Online Article Text |
id | pubmed-9189996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-91899962022-06-27 Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents Zhu, Sha Bai, Qifeng Li, Lanqing Xu, Tingyang Comput Struct Biotechnol J Short Review Repositioning or repurposing drugs account for a substantial part of entering approval pipeline drugs, which indicates that drug repositioning has huge market potential and value. Computational technologies such as machine learning methods have accelerated the process of drug repositioning in the last few decades years. The repositioning potential of type 2 diabetes mellitus (T2DM) drugs for various diseases such as cancer, neurodegenerative diseases, and cardiovascular diseases have been widely studied. Hence, the related summary about repurposing antidiabetic drugs is of great significance. In this review, we focus on the machine learning methods for the development of new T2DM drugs and give an overview of the repurposing potential of the existing antidiabetic agents. Research Network of Computational and Structural Biotechnology 2022-06-01 /pmc/articles/PMC9189996/ /pubmed/35765655 http://dx.doi.org/10.1016/j.csbj.2022.05.057 Text en © 2022 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Short Review Zhu, Sha Bai, Qifeng Li, Lanqing Xu, Tingyang Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title | Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title_full | Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title_fullStr | Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title_full_unstemmed | Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title_short | Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents |
title_sort | drug repositioning in drug discovery of t2dm and repositioning potential of antidiabetic agents |
topic | Short Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189996/ https://www.ncbi.nlm.nih.gov/pubmed/35765655 http://dx.doi.org/10.1016/j.csbj.2022.05.057 |
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