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Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways

Systems biology approaches provide means to study the interplay between biological processes leading to the mechanistic understanding of the properties of complex biological systems. Here, we developed a vector format rule-based Boolean logic model of the yeast S. cerevisiae cAMP-PKA, Snf1, and the...

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Autores principales: Welkenhuysen, Niek, Schnitzer, Barbara, Österberg, Linnea, Cvijovic, Marija
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348271/
https://www.ncbi.nlm.nih.gov/pubmed/30719010
http://dx.doi.org/10.3389/fphys.2018.01964
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author Welkenhuysen, Niek
Schnitzer, Barbara
Österberg, Linnea
Cvijovic, Marija
author_facet Welkenhuysen, Niek
Schnitzer, Barbara
Österberg, Linnea
Cvijovic, Marija
author_sort Welkenhuysen, Niek
collection PubMed
description Systems biology approaches provide means to study the interplay between biological processes leading to the mechanistic understanding of the properties of complex biological systems. Here, we developed a vector format rule-based Boolean logic model of the yeast S. cerevisiae cAMP-PKA, Snf1, and the Snf3-Rgt2 pathway to better understand the role of crosstalk on network robustness and function. We identified that phosphatases are the common unknown components of the network and that crosstalk from the cAMP-PKA pathway to other pathways plays a critical role in nutrient sensing events. The model was simulated with known crosstalk combinations and subsequent analysis led to the identification of characteristics and impact of pathway interconnections. Our results revealed that the interconnections between the Snf1 and Snf3-Rgt2 pathway led to increased robustness in these signaling pathways. Overall, our approach contributes to the understanding of the function and importance of crosstalk in nutrient signaling.
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spelling pubmed-63482712019-02-04 Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways Welkenhuysen, Niek Schnitzer, Barbara Österberg, Linnea Cvijovic, Marija Front Physiol Physiology Systems biology approaches provide means to study the interplay between biological processes leading to the mechanistic understanding of the properties of complex biological systems. Here, we developed a vector format rule-based Boolean logic model of the yeast S. cerevisiae cAMP-PKA, Snf1, and the Snf3-Rgt2 pathway to better understand the role of crosstalk on network robustness and function. We identified that phosphatases are the common unknown components of the network and that crosstalk from the cAMP-PKA pathway to other pathways plays a critical role in nutrient sensing events. The model was simulated with known crosstalk combinations and subsequent analysis led to the identification of characteristics and impact of pathway interconnections. Our results revealed that the interconnections between the Snf1 and Snf3-Rgt2 pathway led to increased robustness in these signaling pathways. Overall, our approach contributes to the understanding of the function and importance of crosstalk in nutrient signaling. Frontiers Media S.A. 2019-01-21 /pmc/articles/PMC6348271/ /pubmed/30719010 http://dx.doi.org/10.3389/fphys.2018.01964 Text en Copyright © 2019 Welkenhuysen, Schnitzer, Österberg and Cvijovic. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Welkenhuysen, Niek
Schnitzer, Barbara
Österberg, Linnea
Cvijovic, Marija
Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title_full Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title_fullStr Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title_full_unstemmed Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title_short Robustness of Nutrient Signaling Is Maintained by Interconnectivity Between Signal Transduction Pathways
title_sort robustness of nutrient signaling is maintained by interconnectivity between signal transduction pathways
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348271/
https://www.ncbi.nlm.nih.gov/pubmed/30719010
http://dx.doi.org/10.3389/fphys.2018.01964
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