Abstract

The design-build-test-learn (DBTL) cycle has been implemented in metabolic engineering processes for optimizing the production of valuable compounds, including food ingredients. However, the use of recombinant microorganisms for producing food ingredients is associated with different challenges, e.g., in the EU, a content of more than 0.9% of such ingredients requires to be labeled. Therefore, we propose to expand the DBTL cycle and use the “learn” module to guide the development of non-engineered strains for clean label production. Here, we demonstrate how this approach can be used to generate engineered and natural cell factories able to produce the valuable food flavor compound - butanedione (diacetyl). Through comprehensive rerouting of the metabolism of Lactococcus lactis MG1363 and re-installment of the capacity to metabolize lactose and dairy protein, we managed to achieve a high titer of diacetyl (6.7 g/L) in pure dairy waste. Based on learnings from the engineering efforts, we successfully achieved the production of diacetyl without using recombinant DNA technology. We accomplish the latter by process optimization and by relying on high-throughput screening using a microfluidic system. Our results demonstrate the great potential that lies in combining metabolic engineering and natural approaches for achieving efficient production of food ingredients.

Highlights

  • Metabolic engineering efforts often involve four highly interdepen­ dent modules: Design, Build, Test and Learn (DBTL)(Nielsen and Keas­ ling, 2016)

  • Through comprehensive rerouting of the meta­ bolism of Lactococcus lactis MG1363 and re-installment of the capacity to metabolize lactose and dairy protein, we managed to achieve a high titer of diacetyl (6.7 g/L) in pure dairy waste

  • Ace001 is able to produce large amounts of acetoin, which is a valuable butter aroma compound. Another desirable butter aroma compound, is approximately 100-fold more potent than acetoin (Bars and Yvon, 2008). These two compounds are derived from the same precursor АL, diacetyl is formed from AL in a non-enzyme catalyzed manner

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Summary

Introduction

Metabolic engineering efforts often involve four highly interdepen­ dent modules: Design, Build, Test and Learn (DBTL)(Nielsen and Keas­ ling, 2016). DBTL has been successfully used for engineering microorgan­ isms into efficient cell factories for valuable food ingredients, such as heme (Zhao et al, 2018), vitamin B12 (Fang et al, 2018), omega-3 fatty acids (Xue et al, 2013) and flavor compounds (Koma et al, 2012; Liu et al, 2016a). These genetically modified microorganisms (GMOs), despite their impressive performance, have some potential drawbacks. More spe­ cifically, the knowledge about cellular metabolism, metabolic regula­ tions and flux limitations learned from the development of engineered strains, can be used to guide the design of non-engineered strains with improved performance (Fig. 1)

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