Multi-omics Quantification of Species Variation of Escherichia coli Links Molecular Features with Strain Phenotypes

被引:94
作者
Monk, Jonathan M. [1 ]
Koza, Anna [2 ]
Campodonico, Miguel A. [3 ,4 ]
Machado, Daniel [2 ,5 ]
Seoane, Jose Miguel [2 ]
Palsson, Bernhard O. [2 ,3 ]
Herrgard, Markus J. [2 ]
Feist, Adam M. [2 ,3 ]
机构
[1] Univ Calif San Diego, Dept NanoEngn, 9500 Gilman Dr, La Jolla, CA 92093 USA
[2] Tech Univ Denmark, Novo Nordisk Fdn Ctr Biosustainabil, DK-2970 Horsholm, Denmark
[3] Univ Calif San Diego, Dept Bioengn, 9500 Gilman Dr, La Jolla, CA 92093 USA
[4] Univ Chile, Ctr Biotechnol & Bioengn, CeBiB, Beauchef 850, Santiago, Chile
[5] Univ Minho, Ctr Biol Engn, P-4710 Braga, Portugal
关键词
BETA-METHYLASPARTIC ACID; METABOLIC EVOLUTION; ETHANOL-PRODUCTION; GENE-EXPRESSION; HIGH-THROUGHPUT; SEQUENCE; GROWTH; ISOLEUCINE; PROTEINS; MG1655;
D O I
10.1016/j.cels.2016.08.013
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Escherichia coli strains are widely used in academic research and biotechnology. New technologies for quantifying strain-specific differences and their underlying contributing factors promise greater understanding of how these differences significantly impact physiology, synthetic biology, metabolic engineering, and process design. Here, we quantified strain-specific differences in seven widely used strains of E. coli (BL21, C, Crooks, DH5a, K-12 MG1655, K-12 W3110, and W) using genomics, phenomics, transcriptomics, and genome-scale modeling. Metabolic physiology and gene expression varied widely with downstream implications for productivity, product yield, and titer. These differences could be linked to differential regulatory structure. Analyzing high-flux reactions and expression of encoding genes resulted in a correlated and quantitative link between these sets, with strain-specific caveats. Integratedmodeling revealed that certain strains are better suited to produce given compounds or express desired constructs considering native expression states of pathways that enable high-production phenotypes. This study yields a framework for quantitatively comparing strains in a species with implications for strain selection.
引用
收藏
页码:238 / +
页数:26
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