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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...

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Autores principales: Ding, Xianting, Sanchez, David Jesse, Shahangian, Arash, Al-Shyoukh, Ibrahim, Cheng, Genhong, Ho, Chih-Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2012
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.
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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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