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
相关论文
共 50 条
  • [41] Industrial relations and the welfare state in Italy: Assessing the potential of negotiated change
    Molina, Oscar
    Rhodes, Martin
    WEST EUROPEAN POLITICS, 2007, 30 (04) : 803 - 829
  • [42] Methodology for assessing the maximum potential impact of separations opportunities in industrial processes
    Liu, Jian
    Dempsey, Jacob W.
    Li, Shuyun
    Jiang, Yuan
    Snowden-Swan, Lesley J.
    Kubic, William L.
    Tan, Eric C. D.
    Freeman, Charles J.
    FRONTIERS IN SUSTAINABILITY, 2022, 3
  • [43] A framework for quantitatively assessing the repurpose potential of existing industrial facilities as a biorefinery
    Martinkus, Natalie
    Wolcott, Michael
    BIOFUELS BIOPRODUCTS & BIOREFINING-BIOFPR, 2017, 11 (02): : 295 - 306
  • [44] Customizing Domain Analysis For Assessing The Reuse Potential Of Industrial Software Systems
    Domis, Dominik
    Sehestedt, Stephan
    Gamer, Thomas
    Aleksy, Markus
    Koziolek, Heiko
    18TH INTERNATIONAL SOFTWARE PRODUCT LINE CONFERENCE (SPLC 2014), VOL 1, 2014, : 310 - 319
  • [45] Assessing software product line potential: an exploratory industrial case study
    Heiko Koziolek
    Thomas Goldschmidt
    Thijmen de Gooijer
    Dominik Domis
    Stephan Sehestedt
    Thomas Gamer
    Markus Aleksy
    Empirical Software Engineering, 2016, 21 : 411 - 448
  • [46] A new method for assessing the efficacy of emission control strategies
    Luo, Huiying
    Astitha, Marina
    Hogrefe, Christian
    Mathur, Rohit
    Rao, S. Trivikrama
    ATMOSPHERIC ENVIRONMENT, 2019, 199 : 233 - 243
  • [47] New version control, backup strategies for industrial automation
    Henry, Darren
    Varma, Vaughn
    Control Engineering, 2023, 70 (02)
  • [48] New industrial configurations and local participation in development strategies
    Ramalho, JR
    DADOS-REVISTA DE CIENCIAS SOCIAIS, 2005, 48 (03): : 491 - 524
  • [49] INDUSTRIAL DEREGULATION - NEW STRATEGIES OF ECONOMIC-THEORY
    VILLAMIL, EA
    DICHIARA, R
    TRIMESTRE ECONOMICO, 1992, 59 (233): : 199 - 213
  • [50] CHARACTERIZATION AND POTENTIAL INDUSTRIAL APPLICATIONS OF 5 NOVEL, THERMOTOLERANT, FERMENTATIVE, YEAST STRAINS
    BANAT, IM
    MARCHANT, R
    WORLD JOURNAL OF MICROBIOLOGY & BIOTECHNOLOGY, 1995, 11 (03): : 304 - 306