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Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity
BACKGROUND: Infectious diseases cause many molecular assemblies and pathways within cellular signaling networks to function aberrantly. The most effective way to treat complex, diseased cellular networks is to apply multiple drugs that attack the problem from many fronts. However, determining the op...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3363951/ https://www.ncbi.nlm.nih.gov/pubmed/22654513 http://dx.doi.org/10.2147/IJN.S27540 |
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author | Ding, Xianting Sanchez, David Jesse Shahangian, Arash Al-Shyoukh, Ibrahim Cheng, Genhong Ho, Chih-Ming |
author_facet | Ding, Xianting Sanchez, David Jesse Shahangian, Arash Al-Shyoukh, Ibrahim Cheng, Genhong Ho, Chih-Ming |
author_sort | Ding, Xianting |
collection | PubMed |
description | BACKGROUND: Infectious diseases cause many molecular assemblies and pathways within cellular signaling networks to function aberrantly. The most effective way to treat complex, diseased cellular networks is to apply multiple drugs that attack the problem from many fronts. However, determining the optimal combination of several drugs at specific dosages to reach an endpoint objective is a daunting task. METHODS: In this study, we applied an experimental feedback system control (FSC) method and rapidly identified optimal drug combinations that inhibit herpes simplex virus-1 infection, by only testing less than 0.1% of the total possible drug combinations. RESULTS: Using antiviral efficacy as the criterion, FSC quickly identified a highly efficacious drug cocktail. This cocktail contained high dose ribavirin. Ribavirin, while being an effective antiviral drug, often induces toxic side effects that are not desirable in a therapeutic drug combination. To screen for less toxic drug combinations, we applied a second FSC search in cascade and used both high antiviral efficacy and low toxicity as criteria. Surprisingly, the new drug combination eliminated the need for ribavirin, but still blocked viral infection in nearly 100% of cases. CONCLUSION: This cascade search provides a versatile platform for rapid discovery of new drug combinations that satisfy multiple criteria. |
format | Online Article Text |
id | pubmed-3363951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-33639512012-05-31 Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity Ding, Xianting Sanchez, David Jesse Shahangian, Arash Al-Shyoukh, Ibrahim Cheng, Genhong Ho, Chih-Ming Int J Nanomedicine Original Research BACKGROUND: Infectious diseases cause many molecular assemblies and pathways within cellular signaling networks to function aberrantly. The most effective way to treat complex, diseased cellular networks is to apply multiple drugs that attack the problem from many fronts. However, determining the optimal combination of several drugs at specific dosages to reach an endpoint objective is a daunting task. METHODS: In this study, we applied an experimental feedback system control (FSC) method and rapidly identified optimal drug combinations that inhibit herpes simplex virus-1 infection, by only testing less than 0.1% of the total possible drug combinations. RESULTS: Using antiviral efficacy as the criterion, FSC quickly identified a highly efficacious drug cocktail. This cocktail contained high dose ribavirin. Ribavirin, while being an effective antiviral drug, often induces toxic side effects that are not desirable in a therapeutic drug combination. To screen for less toxic drug combinations, we applied a second FSC search in cascade and used both high antiviral efficacy and low toxicity as criteria. Surprisingly, the new drug combination eliminated the need for ribavirin, but still blocked viral infection in nearly 100% of cases. CONCLUSION: This cascade search provides a versatile platform for rapid discovery of new drug combinations that satisfy multiple criteria. Dove Medical Press 2012 2012-05-10 /pmc/articles/PMC3363951/ /pubmed/22654513 http://dx.doi.org/10.2147/IJN.S27540 Text en © 2012 Ding et al, publisher and licensee Dove Medical Press Ltd. This is an Open Access article which permits unrestricted noncommercial use, provided the original work is properly cited. |
spellingShingle | Original Research Ding, Xianting Sanchez, David Jesse Shahangian, Arash Al-Shyoukh, Ibrahim Cheng, Genhong Ho, Chih-Ming Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title | Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title_full | Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title_fullStr | Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title_full_unstemmed | Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title_short | Cascade search for HSV-1 combinatorial drugs with high antiviral efficacy and low toxicity |
title_sort | cascade search for hsv-1 combinatorial drugs with high antiviral efficacy and low toxicity |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3363951/ https://www.ncbi.nlm.nih.gov/pubmed/22654513 http://dx.doi.org/10.2147/IJN.S27540 |
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