Establishing a Mathematical Equations and Improving the Production of L-tert-Leucine by Uniform Design and Regression Analysis

Appl Biochem Biotechnol. 2017 Apr;181(4):1454-1464. doi: 10.1007/s12010-016-2295-1. Epub 2016 Nov 19.

Abstract

L-tert-Leucine (L-Tle) and its derivatives are extensively used as crucial building blocks for chiral auxiliaries, pharmaceutically active ingredients, and ligands. Combining with formate dehydrogenase (FDH) for regenerating the expensive coenzyme NADH, leucine dehydrogenase (LeuDH) is continually used for synthesizing L-Tle from α-keto acid. A multilevel factorial experimental design was executed for research of this system. In this work, an efficient optimization method for improving the productivity of L-Tle was developed. And the mathematical model between different fermentation conditions and L-Tle yield was also determined in the form of the equation by using uniform design and regression analysis. The multivariate regression equation was conveniently implemented in water, with a space time yield of 505.9 g L-1 day-1 and an enantiomeric excess value of >99 %. These results demonstrated that this method might become an ideal protocol for industrial production of chiral compounds and unnatural amino acids such as chiral drug intermediates.

Keywords: Biocatalysis; Chiral drug intermediate; Experimental design; L-tert-Leucine; Uniform design.

MeSH terms

  • Amination
  • Biotechnology / methods*
  • Escherichia coli / genetics
  • Escherichia coli / metabolism
  • Formate Dehydrogenases / genetics
  • Formate Dehydrogenases / metabolism
  • Genetic Engineering
  • Leucine / biosynthesis*
  • Leucine / chemistry
  • Leucine Dehydrogenase / genetics
  • Leucine Dehydrogenase / metabolism
  • Models, Theoretical*
  • Pyruvic Acid / chemistry
  • Pyruvic Acid / metabolism
  • Regression Analysis
  • Valine / analogs & derivatives*
  • Valine / biosynthesis
  • Valine / chemistry

Substances

  • 2-amino-3,3-dimethylbutanoic acid
  • Pyruvic Acid
  • Formate Dehydrogenases
  • Leucine Dehydrogenase
  • Leucine
  • Valine