Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop
Nutrient sensing pathways are playing an important role in cellular response to different energy levels. In budding yeast, Saccharomyces cerevisiae, the sucrose non-fermenting protein kinase complex SNF1 is a master regulator of energy homeostasis. It is affected by multiple inputs, among which ener...
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doaj-85b2a66691164c1e9e550004dc9a70212020-11-25T03:24:49ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2020-08-011110.3389/fphys.2020.00954557399Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback LoopSebastian Persson0Sebastian Persson1Niek Welkenhuysen2Niek Welkenhuysen3Sviatlana Shashkova4Marija Cvijovic5Marija Cvijovic6Department of Mathematical Sciences, University of Gothenburg, Gothenburg, SwedenDepartment of Mathematical Sciences, Chalmers University of Technology, Gothenburg, SwedenDepartment of Mathematical Sciences, University of Gothenburg, Gothenburg, SwedenDepartment of Mathematical Sciences, Chalmers University of Technology, Gothenburg, SwedenDepartment of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, SwedenDepartment of Mathematical Sciences, University of Gothenburg, Gothenburg, SwedenDepartment of Mathematical Sciences, Chalmers University of Technology, Gothenburg, SwedenNutrient sensing pathways are playing an important role in cellular response to different energy levels. In budding yeast, Saccharomyces cerevisiae, the sucrose non-fermenting protein kinase complex SNF1 is a master regulator of energy homeostasis. It is affected by multiple inputs, among which energy levels is the most prominent. Cells which are exposed to a switch in carbon source availability display a change in the gene expression machinery. It has been shown that the magnitude of the change varies from cell to cell. In a glucose rich environment Snf1/Mig1 pathway represses the expression of its downstream target, such as SUC2. However, upon glucose depletion SNF1 is activated which leads to an increase in SUC2 expression. Our single cell experiments indicate that upon starvation, gene expression pattern of SUC2 shows rapid increase followed by a decrease to initial state with high cell-to-cell variability. The mechanism behind this behavior is currently unknown. In this work we study the long-term behavior of the Snf1/Mig1 pathway upon glucose starvation with a microfluidics and non-linear mixed effect modeling approach. We show a negative feedback mechanism, involving Snf1 and Reg1, which reduces SUC2 expression after the initial strong activation. Snf1 kinase activity plays a key role in this feedback mechanism. Our systems biology approach proposes a negative feedback mechanism that works through the SNF1 complex and is controlled by energy levels. We further show that Reg1 likely is involved in the negative feedback mechanism.https://www.frontiersin.org/article/10.3389/fphys.2020.00954/fullSNF1feedbacksingle-cellnutrient signalingdynamic modelingNLME |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sebastian Persson Sebastian Persson Niek Welkenhuysen Niek Welkenhuysen Sviatlana Shashkova Marija Cvijovic Marija Cvijovic |
spellingShingle |
Sebastian Persson Sebastian Persson Niek Welkenhuysen Niek Welkenhuysen Sviatlana Shashkova Marija Cvijovic Marija Cvijovic Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop Frontiers in Physiology SNF1 feedback single-cell nutrient signaling dynamic modeling NLME |
author_facet |
Sebastian Persson Sebastian Persson Niek Welkenhuysen Niek Welkenhuysen Sviatlana Shashkova Marija Cvijovic Marija Cvijovic |
author_sort |
Sebastian Persson |
title |
Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop |
title_short |
Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop |
title_full |
Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop |
title_fullStr |
Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop |
title_full_unstemmed |
Fine-Tuning of Energy Levels Regulates SUC2 via a SNF1-Dependent Feedback Loop |
title_sort |
fine-tuning of energy levels regulates suc2 via a snf1-dependent feedback loop |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Physiology |
issn |
1664-042X |
publishDate |
2020-08-01 |
description |
Nutrient sensing pathways are playing an important role in cellular response to different energy levels. In budding yeast, Saccharomyces cerevisiae, the sucrose non-fermenting protein kinase complex SNF1 is a master regulator of energy homeostasis. It is affected by multiple inputs, among which energy levels is the most prominent. Cells which are exposed to a switch in carbon source availability display a change in the gene expression machinery. It has been shown that the magnitude of the change varies from cell to cell. In a glucose rich environment Snf1/Mig1 pathway represses the expression of its downstream target, such as SUC2. However, upon glucose depletion SNF1 is activated which leads to an increase in SUC2 expression. Our single cell experiments indicate that upon starvation, gene expression pattern of SUC2 shows rapid increase followed by a decrease to initial state with high cell-to-cell variability. The mechanism behind this behavior is currently unknown. In this work we study the long-term behavior of the Snf1/Mig1 pathway upon glucose starvation with a microfluidics and non-linear mixed effect modeling approach. We show a negative feedback mechanism, involving Snf1 and Reg1, which reduces SUC2 expression after the initial strong activation. Snf1 kinase activity plays a key role in this feedback mechanism. Our systems biology approach proposes a negative feedback mechanism that works through the SNF1 complex and is controlled by energy levels. We further show that Reg1 likely is involved in the negative feedback mechanism. |
topic |
SNF1 feedback single-cell nutrient signaling dynamic modeling NLME |
url |
https://www.frontiersin.org/article/10.3389/fphys.2020.00954/full |
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