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김동혁

Kim, Donghyuk
Systems Biology and Machine Learning Lab.
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dc.citation.endPage 333 -
dc.citation.startPage 323 -
dc.citation.title METABOLIC ENGINEERING -
dc.citation.volume 47 -
dc.contributor.author Anh Duc Nguyen -
dc.contributor.author Hwang, In Yeub -
dc.contributor.author Lee, Ok Kyung -
dc.contributor.author Kim, Donghyuk -
dc.contributor.author Kalyuzhnaya, Marina G. -
dc.contributor.author Mariyana, Rina -
dc.contributor.author Hadiyati, Susila -
dc.contributor.author Kim, Min Sik -
dc.contributor.author Lee, Eun Yeol -
dc.date.accessioned 2023-12-21T20:44:03Z -
dc.date.available 2023-12-21T20:44:03Z -
dc.date.created 2018-07-04 -
dc.date.issued 2018-05 -
dc.description.abstract Methane is considered a next-generation feedstock, and methanotrophic cell-based biorefinery is attractive for production of a variety of high-value compounds from methane. In this work, we have metabolically engineered Methylomicrobium alcaliphilum 20Z for 2,3-butanediol (2,3-BDO) production from methane. The engineered strain 20Z/pBudK.p, harboring the 2,3-BDO synthesis gene cluster (budABC) from Klebsiella pneumoniae, accumulated 2,3-BDO in methane-fed shake flask cultures with a titer of 35.66 mg/L. Expression of the most efficient gene cluster was optimized using selection of promoters, translation initiation rates (TIR), and the combination of 2,3-BDO synthesis genes from different sources. A higher 2,3-BDO titer of 57.7 mg/L was measured in the 20Z/pNBM-Re strain with budA of K. pneumoniae and budB of Bacillus subtilis under the control of the Tac promoter. The genome-scale metabolic network reconstruction of M. alcaliphilum 20Z enabled in silico gene knockout predictions using an evolutionary programming method to couple growth and 2,3-BDO production. The ldh, ack, and mdh genes in M. alcaliphilum 20Z were identified as potential knockout targets. Pursuing these targets, a triple-mutant strain Delta ldh Delta ack Delta mdh was constructed, resulting in a further increase of the 2,3-BDO titer to 68.8 mg/L. The productivity of this optimized strain was then tested in a fed-batch stirred tank bioreactor, where final product concentrations of up to 86.2 mg/L with a yield of 0.0318 g-(2,3-BDO) /g-CH4 were obtained under O-2-limited conditions. This study first demonstrates the strategy of in silico simulation-guided metabolic engineering and represents a proof-of-concept for the production of value-added compounds using systematic approaches from engineered methanotrophs. -
dc.identifier.bibliographicCitation METABOLIC ENGINEERING, v.47, pp.323 - 333 -
dc.identifier.doi 10.1016/j.ymben.2018.04.010 -
dc.identifier.issn 1096-7176 -
dc.identifier.scopusid 2-s2.0-85046038397 -
dc.identifier.uri https://scholarworks.unist.ac.kr/handle/201301/24266 -
dc.identifier.url https://www.sciencedirect.com/science/article/pii/S1096717618301101?via%3Dihub -
dc.identifier.wosid 000433423600032 -
dc.language 영어 -
dc.publisher ACADEMIC PRESS INC ELSEVIER SCIENCE -
dc.title Systematic metabolic engineering of Methylomicrobium alcaliphilum 20Z for 2,3-butanediol production from methane -
dc.type Article -
dc.description.journalRegisteredClass scie -
dc.description.journalRegisteredClass scopus -
dc.subject.keywordAuthor Methanotrophic bacteria -
dc.subject.keywordAuthor Glycolysis-based methane assimilation pathway -
dc.subject.keywordAuthor Genome-scale models -
dc.subject.keywordAuthor Metabolic engineering -
dc.subject.keywordAuthor 2,3-Butanediol -
dc.subject.keywordPlus ESCHERICHIA-COLI -
dc.subject.keywordPlus KLEBSIELLA-PNEUMONIAE -
dc.subject.keywordPlus GENETIC MANIPULATION -
dc.subject.keywordPlus CONVERSION -
dc.subject.keywordPlus BACTERIA -
dc.subject.keywordPlus METHANOTROPHS -
dc.subject.keywordPlus BIOCONVERSION -
dc.subject.keywordPlus FERMENTATION -
dc.subject.keywordPlus ACETOIN -
dc.subject.keywordPlus YIELD -

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