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A network-centric approach to drugging TNF-induced NF-κB signaling
Target-centric drug development strategies prioritize single-target potency in vitro and do not account for connectivity and multi-target effects within a signal transduction network. Here, we present a systems biology approach that combines transcriptomic and structural analyses with live-cell imag...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6391473/ https://www.ncbi.nlm.nih.gov/pubmed/30808860 http://dx.doi.org/10.1038/s41467-019-08802-0 |
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author | Pabon, Nicolas A. Zhang, Qiuhong Cruz, J. Agustin Schipper, David L. Camacho, Carlos J. Lee, Robin E. C. |
author_facet | Pabon, Nicolas A. Zhang, Qiuhong Cruz, J. Agustin Schipper, David L. Camacho, Carlos J. Lee, Robin E. C. |
author_sort | Pabon, Nicolas A. |
collection | PubMed |
description | Target-centric drug development strategies prioritize single-target potency in vitro and do not account for connectivity and multi-target effects within a signal transduction network. Here, we present a systems biology approach that combines transcriptomic and structural analyses with live-cell imaging to predict small molecule inhibitors of TNF-induced NF-κB signaling and elucidate the network response. We identify two first-in-class small molecules that inhibit the NF-κB signaling pathway by preventing the maturation of a rate-limiting multiprotein complex necessary for IKK activation. Our findings suggest that a network-centric drug discovery approach is a promising strategy to evaluate the impact of pharmacologic intervention in signaling. |
format | Online Article Text |
id | pubmed-6391473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63914732019-02-28 A network-centric approach to drugging TNF-induced NF-κB signaling Pabon, Nicolas A. Zhang, Qiuhong Cruz, J. Agustin Schipper, David L. Camacho, Carlos J. Lee, Robin E. C. Nat Commun Article Target-centric drug development strategies prioritize single-target potency in vitro and do not account for connectivity and multi-target effects within a signal transduction network. Here, we present a systems biology approach that combines transcriptomic and structural analyses with live-cell imaging to predict small molecule inhibitors of TNF-induced NF-κB signaling and elucidate the network response. We identify two first-in-class small molecules that inhibit the NF-κB signaling pathway by preventing the maturation of a rate-limiting multiprotein complex necessary for IKK activation. Our findings suggest that a network-centric drug discovery approach is a promising strategy to evaluate the impact of pharmacologic intervention in signaling. Nature Publishing Group UK 2019-02-26 /pmc/articles/PMC6391473/ /pubmed/30808860 http://dx.doi.org/10.1038/s41467-019-08802-0 Text en © The Author(s) 2019 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/. |
spellingShingle | Article Pabon, Nicolas A. Zhang, Qiuhong Cruz, J. Agustin Schipper, David L. Camacho, Carlos J. Lee, Robin E. C. A network-centric approach to drugging TNF-induced NF-κB signaling |
title | A network-centric approach to drugging TNF-induced NF-κB signaling |
title_full | A network-centric approach to drugging TNF-induced NF-κB signaling |
title_fullStr | A network-centric approach to drugging TNF-induced NF-κB signaling |
title_full_unstemmed | A network-centric approach to drugging TNF-induced NF-κB signaling |
title_short | A network-centric approach to drugging TNF-induced NF-κB signaling |
title_sort | network-centric approach to drugging tnf-induced nf-κb signaling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6391473/ https://www.ncbi.nlm.nih.gov/pubmed/30808860 http://dx.doi.org/10.1038/s41467-019-08802-0 |
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