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Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes
Type 2 Diabetes (T2D) is often managed with metformin as the drug of choice. While it is effective overall, many patients progress to exhibit complications. Strategic drug combinations to tackle this problem would be useful. We constructed a genome-wide protein-protein interaction network capturing...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206066/ https://www.ncbi.nlm.nih.gov/pubmed/37221264 http://dx.doi.org/10.1038/s41540-023-00275-8 |
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author | Guttapadu, Ranjitha Korla, Kalyani UK, Safnaz Annam, Vamseedhar Ashok, Purnima Chandra, Nagasuma |
author_facet | Guttapadu, Ranjitha Korla, Kalyani UK, Safnaz Annam, Vamseedhar Ashok, Purnima Chandra, Nagasuma |
author_sort | Guttapadu, Ranjitha |
collection | PubMed |
description | Type 2 Diabetes (T2D) is often managed with metformin as the drug of choice. While it is effective overall, many patients progress to exhibit complications. Strategic drug combinations to tackle this problem would be useful. We constructed a genome-wide protein-protein interaction network capturing a global perspective of perturbations in diabetes by integrating T2D subjects’ transcriptomic data. We computed a ‘frequently perturbed subnetwork’ in T2D that captures common perturbations across tissue types and mapped the possible effects of Metformin onto it. We then identified a set of remaining T2D perturbations and potential drug targets among them, related to oxidative stress and hypercholesterolemia. We then identified Probucol as the potential co-drug for adjunct therapy with Metformin and evaluated the efficacy of the combination in a rat model of diabetes. We find Metformin-Probucol at 5:0.5 mg/kg effective in restoring near-normal serum glucose, lipid, and cholesterol levels. |
format | Online Article Text |
id | pubmed-10206066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102060662023-05-25 Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes Guttapadu, Ranjitha Korla, Kalyani UK, Safnaz Annam, Vamseedhar Ashok, Purnima Chandra, Nagasuma NPJ Syst Biol Appl Article Type 2 Diabetes (T2D) is often managed with metformin as the drug of choice. While it is effective overall, many patients progress to exhibit complications. Strategic drug combinations to tackle this problem would be useful. We constructed a genome-wide protein-protein interaction network capturing a global perspective of perturbations in diabetes by integrating T2D subjects’ transcriptomic data. We computed a ‘frequently perturbed subnetwork’ in T2D that captures common perturbations across tissue types and mapped the possible effects of Metformin onto it. We then identified a set of remaining T2D perturbations and potential drug targets among them, related to oxidative stress and hypercholesterolemia. We then identified Probucol as the potential co-drug for adjunct therapy with Metformin and evaluated the efficacy of the combination in a rat model of diabetes. We find Metformin-Probucol at 5:0.5 mg/kg effective in restoring near-normal serum glucose, lipid, and cholesterol levels. Nature Publishing Group UK 2023-05-23 /pmc/articles/PMC10206066/ /pubmed/37221264 http://dx.doi.org/10.1038/s41540-023-00275-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Guttapadu, Ranjitha Korla, Kalyani UK, Safnaz Annam, Vamseedhar Ashok, Purnima Chandra, Nagasuma Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title | Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title_full | Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title_fullStr | Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title_full_unstemmed | Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title_short | Identification of Probucol as a candidate for combination therapy with Metformin for Type 2 diabetes |
title_sort | identification of probucol as a candidate for combination therapy with metformin for type 2 diabetes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206066/ https://www.ncbi.nlm.nih.gov/pubmed/37221264 http://dx.doi.org/10.1038/s41540-023-00275-8 |
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