Genetic engineering of Bacillus sp. and fermentation process optimizing for diacetyl production

•Deletion of pta gene leading to diacetyl increase markedly in Bacillus sp. DL01-ΔalsD.•Diacetyl biosynthetic flux amplified by overexpressing ALS from Bacillus subtilis 168.•Ferment parameters optimized by BP neural network for increasing diacetyl production. Diacetyl, an important flavor extensive...

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Published inJournal of biotechnology Vol. 301; pp. 2 - 10
Main Authors Wang, Yuepeng, Sun, Wenhui, Zheng, Shihao, Zhang, Yue, Bao, Yongming
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 10.08.2019
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Abstract •Deletion of pta gene leading to diacetyl increase markedly in Bacillus sp. DL01-ΔalsD.•Diacetyl biosynthetic flux amplified by overexpressing ALS from Bacillus subtilis 168.•Ferment parameters optimized by BP neural network for increasing diacetyl production. Diacetyl, an important flavor extensively used in the food industry, can be produced from the non-enzymatic oxidative decarboxylation of α-acetolactate in bacteria fermentation. In previous work, we obtained a strain of Bacillus sp. DL01-ΔalsD with low diacetyl accumulation. The strain was engineered and optimized for improving the production of diacetyl in this study. First, deletion of the gene encoding phosphotransacetylase (pta), by homologous recombination with high temperature sensitive shuttle plasmid vector pKS1, led to a reduction of acetate and 130% increase of diacetyl production in B. sp. DL01-ΔalsD-Δpta. Then overexpression of α-acetolactate synthase (ALS) from B. subtilis 168 in B. sp. DL01-ΔalsD-Δpta resulted in efficient diacetyl production with a titer of 5.43 g/L. To further increase diacetyl production, single factor and orthogonal experimental data were used to predict the optimal fermentation conditions by Back Propagation neural network. Optimal value of KLa (Dissolved oxygen volume coefficient) was 12.4 h−1 with fermentation parameters of aeration rate 0.66 vvm, agitation speed 179 rpm and temperature 35.7 ℃. A titer of 11.18 g/L diacetyl, the highest reported diacetyl production, was achieved by fed-batch fermentation at the optimal condition using the metabolic engineered strain of B. sp. DL01-ΔalsD-Δpta-als168. These results are of great importance as a new way for the efficient production of diacetyl by food-safety bacteria.
AbstractList •Deletion of pta gene leading to diacetyl increase markedly in Bacillus sp. DL01-ΔalsD.•Diacetyl biosynthetic flux amplified by overexpressing ALS from Bacillus subtilis 168.•Ferment parameters optimized by BP neural network for increasing diacetyl production. Diacetyl, an important flavor extensively used in the food industry, can be produced from the non-enzymatic oxidative decarboxylation of α-acetolactate in bacteria fermentation. In previous work, we obtained a strain of Bacillus sp. DL01-ΔalsD with low diacetyl accumulation. The strain was engineered and optimized for improving the production of diacetyl in this study. First, deletion of the gene encoding phosphotransacetylase (pta), by homologous recombination with high temperature sensitive shuttle plasmid vector pKS1, led to a reduction of acetate and 130% increase of diacetyl production in B. sp. DL01-ΔalsD-Δpta. Then overexpression of α-acetolactate synthase (ALS) from B. subtilis 168 in B. sp. DL01-ΔalsD-Δpta resulted in efficient diacetyl production with a titer of 5.43 g/L. To further increase diacetyl production, single factor and orthogonal experimental data were used to predict the optimal fermentation conditions by Back Propagation neural network. Optimal value of KLa (Dissolved oxygen volume coefficient) was 12.4 h−1 with fermentation parameters of aeration rate 0.66 vvm, agitation speed 179 rpm and temperature 35.7 ℃. A titer of 11.18 g/L diacetyl, the highest reported diacetyl production, was achieved by fed-batch fermentation at the optimal condition using the metabolic engineered strain of B. sp. DL01-ΔalsD-Δpta-als168. These results are of great importance as a new way for the efficient production of diacetyl by food-safety bacteria.
Diacetyl, an important flavor extensively used in the food industry, can be produced from the non-enzymatic oxidative decarboxylation of α-acetolactate in bacteria fermentation. In previous work, we obtained a strain of Bacillus sp. DL01-ΔalsD with low diacetyl accumulation. The strain was engineered and optimized for improving the production of diacetyl in this study. First, deletion of the gene encoding phosphotransacetylase (pta), by homologous recombination with high temperature sensitive shuttle plasmid vector pKS1, led to a reduction of acetate and 130% increase of diacetyl production in B. sp. DL01-ΔalsD-Δpta. Then overexpression of α-acetolactate synthase (ALS) from B. subtilis 168 in B. sp. DL01-ΔalsD-Δpta resulted in efficient diacetyl production with a titer of 5.43 g/L. To further increase diacetyl production, single factor and orthogonal experimental data were used to predict the optimal fermentation conditions by Back Propagation neural network. Optimal value of K a (Dissolved oxygen volume coefficient) was 12.4 h with fermentation parameters of aeration rate 0.66 vvm, agitation speed 179 rpm and temperature 35.7 ℃. A titer of 11.18 g/L diacetyl, the highest reported diacetyl production, was achieved by fed-batch fermentation at the optimal condition using the metabolic engineered strain of B. sp. DL01-ΔalsD-Δpta-als These results are of great importance as a new way for the efficient production of diacetyl by food-safety bacteria.
Author Zheng, Shihao
Zhang, Yue
Sun, Wenhui
Wang, Yuepeng
Bao, Yongming
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Keywords Phosphotransacetylase
BP neural network
α-Acetolactate synthase
Diacetyl
Bacillus
Fed-batch fermentation
Language English
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Snippet •Deletion of pta gene leading to diacetyl increase markedly in Bacillus sp. DL01-ΔalsD.•Diacetyl biosynthetic flux amplified by overexpressing ALS from...
Diacetyl, an important flavor extensively used in the food industry, can be produced from the non-enzymatic oxidative decarboxylation of α-acetolactate in...
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SubjectTerms Acetolactate Synthase - genetics
Acetolactate Synthase - metabolism
Bacillus
Bacillus - enzymology
Bacillus - genetics
Bacillus - metabolism
Bacterial Proteins - genetics
Bacterial Proteins - metabolism
Bioreactors - microbiology
BP neural network
Diacetyl
Diacetyl - analysis
Diacetyl - metabolism
Fed-batch fermentation
Fermentation
Metabolic Engineering - methods
Phosphate Acetyltransferase - genetics
Phosphate Acetyltransferase - metabolism
Phosphotransacetylase
Recombinant Proteins - genetics
Recombinant Proteins - metabolism
α-Acetolactate synthase
Title Genetic engineering of Bacillus sp. and fermentation process optimizing for diacetyl production
URI https://dx.doi.org/10.1016/j.jbiotec.2019.05.308
https://www.ncbi.nlm.nih.gov/pubmed/31158408
https://search.proquest.com/docview/2235066002
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