Department of Biochemistry and Cambridge Systems Biology Centre, University of Cambridge, 80 Tennis Court Rd, Cambridge, United Kingdom.
The Francis Crick Institute, Mill Hill Laboratory, London NW7 1AA, United Kingdom.
Nat Microbiol. 2016 Feb 1;1:15030. doi: 10.1038/nmicrobiol.2015.30.
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.
基因表达的调控是响应营养可用性的基础,这对于基因型-表型关系至关重要。细胞的代谢-遗传组成,如营养缺陷型所反映的,很可能是基因表达的决定因素。在这里,我们通过监测 16 个酿酒酵母实验室背景的转录组、蛋白质组和代谢组,在组氨酸、亮氨酸、蛋氨酸和尿嘧啶生物合成的组合扰动中,解决了代谢-遗传背景的重要性。代谢背景影响了多达 85%的编码基因组。这些转录变化表明,广泛存在混杂现象,平均而言,不相关营养缺陷型之间有 83%的重叠,与以前为非代谢基因敲除生成的转录组有 35%的重叠。背景依赖的基因表达与代谢通量相关,并且通过掩蔽或抑制作用,主要作用于 88%的上位性转录相互作用。因此,在不同背景下删除相同的代谢基因可能会引发完全不同的转录反应。在蛋白质组和代谢组中扩展,代谢背景依赖性揭示了代谢与基因表达在所有调控水平上的上位性交织的普遍性。迫切需要改变目前使用营养缺陷型和营养补充培养基的实验室实践,这些结果揭示了在基因组水平上代谢与基因表达的上位性交织。