Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
Creators
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Elsemman, Ibrahim E.1
- Rodriguez Prado, Angelica2
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Grigaitis, Pranas3
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Garcia Albornoz, Manuel4
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Harman, Victoria5
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Holman, Stephen W.5
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van Heerden, Johan H.3
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Bruggeman, Frank J.3
- Bisschops, Mark M. M.2
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Sonnenschein, Nikolaus1
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Hubbard, Simon4
- Beynon, Rob5
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Daran-Lapujade, Pascale2
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Nielsen, Jens1
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Teusink, Bas3
- 1. Technical University of Denmark
- 2. Technical University of Delft
- 3. Vrije Universiteit Amsterdam
- 4. University of Manchester
- 5. University of Liverpool
Description
The pcYeast7.6 model and files, required to reproduce the figures, provided in the publication "Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies", accepted in Nat Commun. The Zenodo upload was created by Pranas Grigaitis, p.grigaitis [at] vu.nl.
Abstract
When conditions change, unicellular organisms rewire their metabolism to sustain cell maintenance and cellular growth. Such rewiring may be understood as resource re-allocation under cellular constraints. Eukaryal cells contain metabolically active organelles such as mitochondria, competing for cytosolic space and resources, and the nature of the relevant cellular constraints remain to be determined for such cells. Here we present a comprehensive metabolic model of the yeast cell, based on its full metabolic reaction network extended with protein synthesis and degradation reactions. The model predicts metabolic fluxes and corresponding protein expression by constraining compartment-specific protein pools and maximising growth rate. Comparing model predictions with quantitative experimental data suggests that under glucose limitation, a mitochondrial constraint limits growth at the onset of ethanol formation - known as the Crabtree effect. Under sugar excess, however, a constraint on total cytosolic volume dictates overflow metabolism. Our comprehensive model thus identifies condition-dependent and compartment-specific constraints that can explain metabolic strategies and protein expression profiles from growth rate optimization, providing a framework to understand metabolic adaptation in eukaryal cells.
Notes
Files
pcYeast76.zip
Files
(6.4 MB)
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Additional details
Funding
- UK Research and Innovation
- ERA-IB 5 ECOYEAST_rjb Mastering the economics of adaptation through constraint-based modeling in yeast BB/M025756/1
- UK Research and Innovation
- ERA-IB 5. ECOYEAST SJH: Mastering the economics of adaptation through constraint-based modeling in yeast (Hubbard) BB/M025748/1
- European Commission
- SynCrop – Synthetic Circuits for Robust Orthogonal Production 764591