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Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways
Cellular stress responses require exquisite coordination between intracellular signaling molecules to integrate multiple stimuli and actuate specific cellular behaviors. Deciphering the web of complex interactions underlying stress responses is a key challenge in understanding robust biological syst...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516916/ https://www.ncbi.nlm.nih.gov/pubmed/28725465 http://dx.doi.org/10.1038/npjsba.2015.18 |
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author | Kawakami, Eiryo Singh, Vivek K Matsubara, Kazuko Ishii, Takashi Matsuoka, Yukiko Hase, Takeshi Kulkarni, Priya Siddiqui, Kenaz Kodilkar, Janhavi Danve, Nitisha Subramanian, Indhupriya Katoh, Manami Shimizu-Yoshida, Yuki Ghosh, Samik Jere, Abhay Kitano, Hiroaki |
author_facet | Kawakami, Eiryo Singh, Vivek K Matsubara, Kazuko Ishii, Takashi Matsuoka, Yukiko Hase, Takeshi Kulkarni, Priya Siddiqui, Kenaz Kodilkar, Janhavi Danve, Nitisha Subramanian, Indhupriya Katoh, Manami Shimizu-Yoshida, Yuki Ghosh, Samik Jere, Abhay Kitano, Hiroaki |
author_sort | Kawakami, Eiryo |
collection | PubMed |
description | Cellular stress responses require exquisite coordination between intracellular signaling molecules to integrate multiple stimuli and actuate specific cellular behaviors. Deciphering the web of complex interactions underlying stress responses is a key challenge in understanding robust biological systems and has the potential to lead to the discovery of targeted therapeutics for diseases triggered by dysregulation of stress response pathways. We constructed large-scale molecular interaction maps of six major stress response pathways in Saccharomyces cerevisiae (baker’s or budding yeast). Biological findings from over 900 publications were converted into standardized graphical formats and integrated into a common framework. The maps are posted at http://www.yeast-maps.org/yeast-stress-response/ for browse and curation by the research community. On the basis of these maps, we undertook systematic analyses to unravel the underlying architecture of the networks. A series of network analyses revealed that yeast stress response pathways are organized in bow–tie structures, which have been proposed as universal sub-systems for robust biological regulation. Furthermore, we demonstrated a potential role for complexes in stabilizing the conserved core molecules of bow–tie structures. Specifically, complex-mediated reversible reactions, identified by network motif analyses, appeared to have an important role in buffering the concentration and activity of these core molecules. We propose complex-mediated reactions as a key mechanism mediating robust regulation of the yeast stress response. Thus, our comprehensive molecular interaction maps provide not only an integrated knowledge base, but also a platform for systematic network analyses to elucidate the underlying architecture in complex biological systems. |
format | Online Article Text |
id | pubmed-5516916 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55169162017-07-19 Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways Kawakami, Eiryo Singh, Vivek K Matsubara, Kazuko Ishii, Takashi Matsuoka, Yukiko Hase, Takeshi Kulkarni, Priya Siddiqui, Kenaz Kodilkar, Janhavi Danve, Nitisha Subramanian, Indhupriya Katoh, Manami Shimizu-Yoshida, Yuki Ghosh, Samik Jere, Abhay Kitano, Hiroaki NPJ Syst Biol Appl Article Cellular stress responses require exquisite coordination between intracellular signaling molecules to integrate multiple stimuli and actuate specific cellular behaviors. Deciphering the web of complex interactions underlying stress responses is a key challenge in understanding robust biological systems and has the potential to lead to the discovery of targeted therapeutics for diseases triggered by dysregulation of stress response pathways. We constructed large-scale molecular interaction maps of six major stress response pathways in Saccharomyces cerevisiae (baker’s or budding yeast). Biological findings from over 900 publications were converted into standardized graphical formats and integrated into a common framework. The maps are posted at http://www.yeast-maps.org/yeast-stress-response/ for browse and curation by the research community. On the basis of these maps, we undertook systematic analyses to unravel the underlying architecture of the networks. A series of network analyses revealed that yeast stress response pathways are organized in bow–tie structures, which have been proposed as universal sub-systems for robust biological regulation. Furthermore, we demonstrated a potential role for complexes in stabilizing the conserved core molecules of bow–tie structures. Specifically, complex-mediated reversible reactions, identified by network motif analyses, appeared to have an important role in buffering the concentration and activity of these core molecules. We propose complex-mediated reactions as a key mechanism mediating robust regulation of the yeast stress response. Thus, our comprehensive molecular interaction maps provide not only an integrated knowledge base, but also a platform for systematic network analyses to elucidate the underlying architecture in complex biological systems. Nature Publishing Group 2016-01-07 /pmc/articles/PMC5516916/ /pubmed/28725465 http://dx.doi.org/10.1038/npjsba.2015.18 Text en Copyright © 2016 The Systems Biology Institute/Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Kawakami, Eiryo Singh, Vivek K Matsubara, Kazuko Ishii, Takashi Matsuoka, Yukiko Hase, Takeshi Kulkarni, Priya Siddiqui, Kenaz Kodilkar, Janhavi Danve, Nitisha Subramanian, Indhupriya Katoh, Manami Shimizu-Yoshida, Yuki Ghosh, Samik Jere, Abhay Kitano, Hiroaki Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title | Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title_full | Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title_fullStr | Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title_full_unstemmed | Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title_short | Network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
title_sort | network analyses based on comprehensive molecular interaction maps reveal robust control structures in yeast stress response pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516916/ https://www.ncbi.nlm.nih.gov/pubmed/28725465 http://dx.doi.org/10.1038/npjsba.2015.18 |
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