TY - JOUR
T1 - The metabolic background is a global player in Saccharomyces gene expression epistasis
AU - Alam, Mohammad Tauqeer
AU - Zelezniak, Aleksej
AU - Mülleder, Michael
AU - Shliaha, Pavel
AU - Schwarz, Roland
AU - Capuano, Floriana
AU - Vowinckel, Jakob
AU - Radmaneshfar, Elahe
AU - Krüger, Antje
AU - Calvani, Enrica
AU - Michel, Steve
AU - Börno, Stefan
AU - Christen, Stefan
AU - Patil, Kiran Raosaheb
AU - Timmermann, Bernd
AU - Lilley, Kathryn S.
AU - Ralser, Markus
N1 - Publisher Copyright:
© 2016 Macmillan Publishers Limited. All rights reserved.
PY - 2016/2/1
Y1 - 2016/2/1
N2 - The regulation of gene expression in response to nutrient availability is fundamental to the genotype-phenotype relationship. The metabolic-genetic make-up of the cell, as reflected in auxotrophy, is hence likely to be a determinant of gene expression. Here, we address the importance of the metabolic-genetic background by monitoring transcriptome, proteome and metabolome in a repertoire of 16 Saccharomyces cerevisiae laboratory backgrounds, combinatorially perturbed in histidine, leucine, methionine and uracil biosynthesis. The metabolic background affected up to 85% of the coding genome. Suggesting widespread confounding, these transcriptional changes show, on average, 83% overlap between unrelated auxotrophs and 35% with previously published transcriptomes generated for non-metabolic gene knockouts. Background-dependent gene expression correlated with metabolic flux and acted, predominantly through masking or suppression, on 88% of transcriptional interactions epistatically. As a consequence, the deletion of the same metabolic gene in a different background could provoke an entirely different transcriptional response. Propagating to the proteome and scaling up at the metabolome, metabolic background dependencies reveal the prevalence of metabolism-dependent epistasis at all regulatory levels. Urging a fundamental change of the prevailing laboratory practice of using auxotrophs and nutrient supplemented media, these results reveal epistatic intertwining of metabolism with gene expression on the genomic scale.
AB - The regulation of gene expression in response to nutrient availability is fundamental to the genotype-phenotype relationship. The metabolic-genetic make-up of the cell, as reflected in auxotrophy, is hence likely to be a determinant of gene expression. Here, we address the importance of the metabolic-genetic background by monitoring transcriptome, proteome and metabolome in a repertoire of 16 Saccharomyces cerevisiae laboratory backgrounds, combinatorially perturbed in histidine, leucine, methionine and uracil biosynthesis. The metabolic background affected up to 85% of the coding genome. Suggesting widespread confounding, these transcriptional changes show, on average, 83% overlap between unrelated auxotrophs and 35% with previously published transcriptomes generated for non-metabolic gene knockouts. Background-dependent gene expression correlated with metabolic flux and acted, predominantly through masking or suppression, on 88% of transcriptional interactions epistatically. As a consequence, the deletion of the same metabolic gene in a different background could provoke an entirely different transcriptional response. Propagating to the proteome and scaling up at the metabolome, metabolic background dependencies reveal the prevalence of metabolism-dependent epistasis at all regulatory levels. Urging a fundamental change of the prevailing laboratory practice of using auxotrophs and nutrient supplemented media, these results reveal epistatic intertwining of metabolism with gene expression on the genomic scale.
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U2 - 10.1038/nmicrobiol.2015.30
DO - 10.1038/nmicrobiol.2015.30
M3 - Article
C2 - 27572163
AN - SCOPUS:84997404935
SN - 2058-5276
VL - 1
JO - Nature Microbiology
JF - Nature Microbiology
IS - 3
M1 - 15030
ER -