Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Pabon, Nicolas A., Zhang, Qiuhong, Cruz, J. Agustin, Schipper, David L., Camacho, Carlos J., Lee, Robin E. C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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
_version_ 1783398316238700544
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
work_keys_str_mv AT pabonnicolasa anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT zhangqiuhong anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT cruzjagustin anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT schipperdavidl anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT camachocarlosj anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT leerobinec anetworkcentricapproachtodruggingtnfinducednfkbsignaling
AT pabonnicolasa networkcentricapproachtodruggingtnfinducednfkbsignaling
AT zhangqiuhong networkcentricapproachtodruggingtnfinducednfkbsignaling
AT cruzjagustin networkcentricapproachtodruggingtnfinducednfkbsignaling
AT schipperdavidl networkcentricapproachtodruggingtnfinducednfkbsignaling
AT camachocarlosj networkcentricapproachtodruggingtnfinducednfkbsignaling
AT leerobinec networkcentricapproachtodruggingtnfinducednfkbsignaling