Assessing the potential of mutational strategies to elicit new phenotypes in industrial strains

被引:63
|
作者
Klein-Marcuschamer, Daniel [1 ]
Stephanopoulos, Gregory [1 ]
机构
[1] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
关键词
divergence; phenotypic diversity; strain improvement; stress tolerance; transcriptional engineering;
D O I
10.1073/pnas.0712177105
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
industrial strains have been traditionally improved by rational approaches and combinatorial methods involving mutagenesis and selection. Recently, other methods have emerged, such as the use of artificial transcription factors and engineering of the native ones. As methods for generating genetic diversity continue to proliferate, the need for quantifying phenotypic diversity and, hence, assessing the potential of various genetic libraries for strain improvement becomes more pronounced. Here, we present a metric based on the quantification of phenotypic diversity, using Lactobaciilus plantarum as a model organism. We found that phenotypic diversity can be introduced by mutagenesis of the principal or factor, that this diversity can be modulated by tuning the sequence diversity, and that this method compares favorably with commonly used protocols for chemical mutagenesis. The results of the diversity metric here developed also correlated well with the probability of finding improved mutants in the different libraries, as determined by recursive screening under stress. In addition, we subjected our libraries to lactic and inorganic acids and found strains with improved growth in both conditions, with a concomitant increase in lactate productivity.
引用
收藏
页码:2319 / 2324
页数:6
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