TY - JOUR
T1 - Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
AU - Elsemman, Ibrahim E
AU - Rodriguez Prado, Angelica
AU - Grigaitis, Pranas
AU - Garcia Albornoz, Manuel
AU - Harman, Victoria
AU - Holman, Stephen W
AU - van Heerden, Johan
AU - Bruggeman, Frank J
AU - Bisschops, Mark M M
AU - Sonnenschein, Nikolaus
AU - Hubbard, Simon
AU - Beynon, Rob
AU - Daran-Lapujade, Pascale
AU - Nielsen, Jens
AU - Teusink, Bas
N1 - © 2022. The Author(s).
PY - 2022/2/10
Y1 - 2022/2/10
N2 - 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 optimisation, providing a framework to understand metabolic adaptation in eukaryal cells.
AB - 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 optimisation, providing a framework to understand metabolic adaptation in eukaryal cells.
KW - Fermentation
KW - Gene Expression Regulation, Fungal
KW - Glucose/metabolism
KW - Metabolic Networks and Pathways/genetics
KW - Mitochondria/metabolism
KW - Proteome/metabolism
KW - Proteomics
KW - Saccharomyces cerevisiae/genetics
KW - Saccharomyces cerevisiae Proteins/genetics
KW - Yeasts/genetics
U2 - 10.1038/s41467-022-28467-6
DO - 10.1038/s41467-022-28467-6
M3 - Article
C2 - 35145105
SN - 2041-1723
VL - 13
SP - 801
JO - Nature Communications
JF - Nature Communications
IS - 1
ER -