201
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HamediRad M, Lian J, Li H, Zhao H. RNAi assisted genome evolution unveils yeast mutants with improved xylose utilization. Biotechnol Bioeng 2018; 115:1552-1560. [DOI: 10.1002/bit.26570] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 01/28/2018] [Accepted: 02/08/2018] [Indexed: 12/21/2022]
Affiliation(s)
- Mohammad HamediRad
- Department of Chemical and Biomolecular EngineeringCarl R. Woese Institute for Genomic BiologyUrbanaIllinois
| | - Jiazhang Lian
- Department of Chemical and Biomolecular EngineeringCarl R. Woese Institute for Genomic BiologyUrbanaIllinois
- College of Chemical and Biological EngineeringZhejiang UniversityHangzhouChina
| | - Hejun Li
- Department of Agricultural and Biological EngineeringUniversity of Illinois at Urbana‐ChampaignUrbanaIllinois
| | - Huimin Zhao
- Department of Chemical and Biomolecular EngineeringCarl R. Woese Institute for Genomic BiologyUrbanaIllinois
- Departments of Chemistry Biochemistry and BioengineeringUniversity of Illinois at UrbanaUrbanaIllinois
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202
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Abstract
Serine integrases catalyze precise rearrangement of DNA through site-specific recombination of small sequences of DNA called attachment (att) sites. Unlike other site-specific recombinases, the recombination reaction driven by serine integrases is highly directional and can only be reversed in the presence of an accessory protein called a recombination directionality factor (RDF). The ability to control reaction directionality has led to the development of serine integrases as tools for controlled rearrangement and modification of DNA in synthetic biology, gene therapy, and biotechnology. This review discusses recent advances in serine integrase technologies focusing on their applications in genome engineering, DNA assembly, and logic and data storage devices.
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Affiliation(s)
- Christine A. Merrick
- School
of Biological Sciences, University of Edinburgh, Roger Land Building, Alexander Crum
Brown Road, Edinburgh EH9
3FF, U.K
| | - Jia Zhao
- Novo
Nordisk (China) Pharmaceuticals Co., Ltd., Lei Shing Hong Center, Guangshunnan Avenue, Beijing 100102, China
| | - Susan J. Rosser
- School
of Biological Sciences, University of Edinburgh, Roger Land Building, Alexander Crum
Brown Road, Edinburgh EH9
3FF, U.K
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203
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Loureiro C, Medema MH, van der Oost J, Sipkema D. Exploration and exploitation of the environment for novel specialized metabolites. Curr Opin Biotechnol 2018; 50:206-213. [PMID: 29454184 DOI: 10.1016/j.copbio.2018.01.017] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 01/22/2018] [Accepted: 01/22/2018] [Indexed: 11/26/2022]
Abstract
Microorganisms are Nature's little engineers of a remarkable array of bioactive small molecules that represent most of our new drugs. The wealth of genomic and metagenomic sequence data generated in the last decade has shown that the majority of novel biosynthetic gene clusters (BGCs) is identified from cultivation-independent studies, which has led to a strong expansion of the number of microbial taxa known to harbour BGCs. The large size and repeat sequences of BGCs remain a bioinformatic challenge, but newly developed software tools have been created to overcome these issues and are paramount to identify and select the most promising BGCs for further research and exploitation. Although heterologous expression of BGCs has been the greatest challenge until now, a growing number of polyketide synthase (PKS) and non-ribosomal peptide synthetase (NRPS)-encoding gene clusters have been cloned and expressed in bacteria and fungi based on techniques that mostly rely on homologous recombination. Finally, combining ecological insights with state-of-the-art computation and molecular methodologies will allow for further comprehension and exploitation of microbial specialized metabolites.
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Affiliation(s)
- Catarina Loureiro
- Wageningen University & Research, Laboratory of Microbiology, Stippeneng 4, 6708 WE Wageningen, The Netherlands
| | - Marnix H Medema
- Wageningen University & Research, Bioinformatics Group, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - John van der Oost
- Wageningen University & Research, Laboratory of Microbiology, Stippeneng 4, 6708 WE Wageningen, The Netherlands
| | - Detmer Sipkema
- Wageningen University & Research, Laboratory of Microbiology, Stippeneng 4, 6708 WE Wageningen, The Netherlands.
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204
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Bilal M, Iqbal HM, Hu H, Wang W, Zhang X. Metabolic engineering and enzyme-mediated processing: A biotechnological venture towards biofuel production – A review. RENEWABLE & SUSTAINABLE ENERGY REVIEWS 2018. [DOI: 10.1016/j.rser.2017.09.070] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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205
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Hsu SY, Smanski MJ. Designing and Implementing Algorithmic DNA Assembly Pipelines for Multi-Gene Systems. Methods Mol Biol 2018; 1671:131-147. [PMID: 29170957 DOI: 10.1007/978-1-4939-7295-1_9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Advances in DNA synthesis and assembly technology allow for the high-throughput fabrication of hundreds to thousands of multi-part genetic constructs in a short time. This allows for rapid hypothesis-testing and genetic optimization in multi-gene biological systems. Here, we discuss key considerations to design and implement an algorithmic DNA assembly pipeline that provides the freedom to change nearly any design variable in a multi-gene system. In addition to considerations for pipeline design, we describe protocols for three useful molecular biology techniques in plasmid construction.
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Affiliation(s)
- Szu-Yi Hsu
- Department of Biochemistry, Molecular Biology, and Biophysics and BioTechnology Institute, University of Minnesota, Twin Cities, Saint Paul, MN, 55108, USA
| | - Michael J Smanski
- Department of Biochemistry, Molecular Biology, and Biophysics and BioTechnology Institute, University of Minnesota, Twin Cities, Saint Paul, MN, 55108, USA.
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206
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Kang Z, Ding W, Jin P, Du G, Chen J. DNA Assembly with the DATEL Method. Methods Mol Biol 2018; 1772:421-428. [PMID: 29754243 DOI: 10.1007/978-1-4939-7795-6_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Simple and reliable DNA assembly methods have become a critical technique in synthetic biology. Here, we present a protocol of the recently developed DATEL (scarless and sequence-independent DNA assembly method using thermostable exonuclease and ligase) method for the construction of genetic circuits and biological pathways from multiple DNA parts in one tube. DATEL is expected to be an applicable choice for both manual and automated high-throughput assembly of DNA fragments, which will greatly facilitate the rapid progress of synthetic biology and metabolic engineering.
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Affiliation(s)
- Zhen Kang
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China.
- Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, Jiangsu, China.
- The Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China.
| | - Wenwen Ding
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
| | - Peng Jin
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
| | - Guocheng Du
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
- Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, Jiangsu, China
| | - Jian Chen
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
- Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, Wuxi, Jiangsu, China
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207
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Kotopka BJ, Li Y, Smolke CD. Synthetic biology strategies toward heterologous phytochemical production. Nat Prod Rep 2018; 35:902-920. [DOI: 10.1039/c8np00028j] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
This review summarizes the recent progress in heterologous phytochemical biosynthetic pathway reconstitution in plant, bacteria, and yeast, with a focus on the synthetic biology strategies applied in these engineering efforts.
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Affiliation(s)
| | - Yanran Li
- Department of Chemical and Environmental Engineering
- Riverside
- USA
| | - Christina D. Smolke
- Department of Bioengineering
- Stanford University
- Stanford
- USA
- Chan Zuckerberg Biohub
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208
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Gao F, Hao Z, Sun X, Qin L, Zhao T, Liu W, Luo H, Yao B, Su X. A versatile system for fast screening and isolation of Trichoderma reesei cellulase hyperproducers based on DsRed and fluorescence-assisted cell sorting. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:261. [PMID: 30258495 PMCID: PMC6151939 DOI: 10.1186/s13068-018-1264-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 09/19/2018] [Indexed: 05/16/2023]
Abstract
BACKGROUND In the biofuel industry, cellulase plays an indispensable role in hydrolyzing cellulose into fermentable glucose. Trichoderma reesei is a popular filamentous fungus with prominent ability to produce cellulase. While classical mutagenesis and modern multiplex genome engineering are both effective ways to improve cellulase production, successful obtaining of strains with improved cellulase-producing ability requires screening a large number of strains, which is time-consuming and labor intensive. RESULTS Herein, we developed a versatile method coupling expression of the red fluorescence protein (DsRed) in T. reesei and fluorescence-assisted cell sorting (FACS) of germinated spores. This method was first established by expressing DsRed intracellularly under the control of the major cellulase cbh1 promoter in T. reesei, which allowed us to rapidly isolate cellulase hyperproducers from T. reesei progenies transformed with a dedicated transcriptional activator ace3 and from an atmospheric and room temperature plasma-created mutant T. reesei library. Since intracellularly expressed DsRed was expected to isolate mutations mainly affecting cellulase transcription, this method was further improved by displaying DsRed on the T. reesei cell surface, enabling isolation of strains with beneficial genetic alterations (overexpressing hac1 and bip1) affecting regulatory stages beyond transcription. Using this method, T. reesei cellulase hyperproducers were also successfully isolated from an Agrobacterium-mediated random insertional mutant library. CONCLUSIONS The coupled DsRed-FACS high-throughput screening method proved to be an effective strategy for fast isolation of T. reesei cellulase hyperproducers and could also be applied in other industrially important filamentous fungi.
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Affiliation(s)
- Fei Gao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
- College of Biological Sciences, China Agricultural University, Beijing, 100193 China
| | - Zhenzhen Hao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
| | - Xianhua Sun
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
| | - Lina Qin
- Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101 China
| | - Tong Zhao
- Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101 China
| | - Weiquan Liu
- College of Biological Sciences, China Agricultural University, Beijing, 100193 China
| | - Huiying Luo
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
| | - Bin Yao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
| | - Xiaoyun Su
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, No. 12 South Zhongguancun Street, Beijing, 100081 People’s Republic of China
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209
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Jakočiūnas T, Jensen ED, Jensen MK, Keasling JD. Assembly and Multiplex Genome Integration of Metabolic Pathways in Yeast Using CasEMBLR. Methods Mol Biol 2018; 1671:185-201. [PMID: 29170960 DOI: 10.1007/978-1-4939-7295-1_12] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Genome integration is a vital step for implementing large biochemical pathways to build a stable microbial cell factory. Although traditional strain construction strategies are well established for the model organism Saccharomyces cerevisiae, recent advances in CRISPR/Cas9-mediated genome engineering allow much higher throughput and robustness in terms of strain construction. In this chapter, we describe CasEMBLR, a highly efficient and marker-free genome engineering method for one-step integration of in vivo assembled expression cassettes in multiple genomic sites simultaneously. CasEMBLR capitalizes on the CRISPR/Cas9 technology to generate double-strand breaks in genomic loci, thus prompting native homologous recombination (HR) machinery to integrate exogenously derived homology templates. As proof-of-principle for microbial cell factory development, CasEMBLR was used for one-step assembly and marker-free integration of the carotenoid pathway from 15 exogenously supplied DNA parts into three targeted genomic loci. As a second proof-of-principle, a total of ten DNA parts were assembled and integrated in two genomic loci to construct a tyrosine production strain, and at the same time knocking out two genes. This new method complements and improves the field of genome engineering in S. cerevisiae by providing a more flexible platform for rapid and precise strain building.
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Affiliation(s)
- Tadas Jakočiūnas
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Emil D Jensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Michael K Jensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark.
| | - Jay D Keasling
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
- Joint BioEnergy Institute, Emeryville, CA, USA
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, USA
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210
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Karabín M, Jelínek L, Kotrba P, Cejnar R, Dostálek P. Enhancing the performance of brewing yeasts. Biotechnol Adv 2017; 36:691-706. [PMID: 29277309 DOI: 10.1016/j.biotechadv.2017.12.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 11/23/2017] [Accepted: 12/20/2017] [Indexed: 12/26/2022]
Abstract
Beer production is one of the oldest known traditional biotechnological processes, but is nowadays facing increasing demands not only for enhanced product quality, but also for improved production economics. Targeted genetic modification of a yeast strain is one way to increase beer quality and to improve the economics of beer production. In this review we will present current knowledge on traditional approaches for improving brewing strains and for rational metabolic engineering. These research efforts will, in the near future, lead to the development of a wider range of industrial strains that should increase the diversity of commercial beers.
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Affiliation(s)
- Marcel Karabín
- Department of Biotechnology, University of Chemistry and Technology, Prague, Technická 5, 16628 Prague 6, Czech Republic
| | - Lukáš Jelínek
- Department of Biotechnology, University of Chemistry and Technology, Prague, Technická 5, 16628 Prague 6, Czech Republic
| | - Pavel Kotrba
- Department of Biochemistry and Microbiology, University of Chemistry and Technology, Prague, Technická 5, 16628 Prague 6, Czech Republic
| | - Rudolf Cejnar
- Department of Biotechnology, University of Chemistry and Technology, Prague, Technická 5, 16628 Prague 6, Czech Republic
| | - Pavel Dostálek
- Department of Biotechnology, University of Chemistry and Technology, Prague, Technická 5, 16628 Prague 6, Czech Republic.
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211
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Sun X, Xue X, Li M, Gao F, Hao Z, Huang H, Luo H, Qin L, Yao B, Su X. Efficient Coproduction of Mannanase and Cellulase by the Transformation of a Codon-Optimized Endomannanase Gene from Aspergillus niger into Trichoderma reesei. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2017; 65:11046-11053. [PMID: 29199828 DOI: 10.1021/acs.jafc.7b05114] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Cellulase and mannanase are both important enzyme additives in animal feeds. Expressing the two enzymes simultaneously within one microbial host could potentially lead to cost reductions in the feeding of animals. For this purpose, we codon-optimized the Aspergillus niger Man5A gene to the codon-usage bias of Trichoderma reesei. By comparing the free energies and the local structures of the nucleotide sequences, one optimized sequence was finally selected and transformed into the T. reesei pyridine-auxotrophic strain TU-6. The codon-optimized gene was expressed to a higher level than the original one. Further expressing the codon-optimized gene in a mutated T. reesei strain through fed-batch cultivation resulted in coproduction of cellulase and mannanase up to 1376 U·mL-1 and 1204 U·mL-1, respectively.
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Affiliation(s)
- Xianhua Sun
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Xianli Xue
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Mengzhu Li
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Fei Gao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Zhenzhen Hao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Huoqing Huang
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Huiying Luo
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Lina Qin
- National Engineering Research Center of Industrial Microbiology and Fermentation Technology, College of Life Sciences, Fujian Normal University , Fuzhou, Fujian 350108, China
| | - Bin Yao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Xiaoyun Su
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
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212
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Dai Z, Gu H, Zhang S, Xin F, Zhang W, Dong W, Ma J, Jia H, Jiang M. Metabolic construction strategies for direct methanol utilization in Saccharomyces cerevisiae. BIORESOURCE TECHNOLOGY 2017; 245:1407-1412. [PMID: 28554521 DOI: 10.1016/j.biortech.2017.05.100] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 05/15/2017] [Accepted: 05/16/2017] [Indexed: 06/07/2023]
Abstract
The aim of this study was to metabolically construct Saccharomyces cerevisiae for achievement of direct methanol utilization and value added product (mainly pyruvate) production. After successful integration of methanol oxidation pathway originated from Pichia pastoris into the chromosome of S. cerevisiae, the recombinant showed 1.04g/L consumption of methanol and 3.13% increase of cell growth (OD600) when using methanol as the sole carbon source. Moreover, 0.26g/L of pyruvate was detected in the fermentation broth. The supplementation of 1g/L yeast extract could further improve cell growth with increase of 11.70% and methanol consumption to 2.35g/L. This represents the first genetically modified non-methylotrophic eukaryotic microbe for direct methanol utilization and would be of great value concerning the development of biotechnological processes.
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Affiliation(s)
- Zhongxue Dai
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Honglian Gu
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Shangjie Zhang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Fengxue Xin
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Wenming Zhang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China; Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, PR China.
| | - Weiliang Dong
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Jiangfeng Ma
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China.
| | - Honghua Jia
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China; Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, PR China.
| | - Min Jiang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, PR China; Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, PR China.
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213
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Li L, Jiang W, Lu Y. New strategies and approaches for engineering biosynthetic gene clusters of microbial natural products. Biotechnol Adv 2017; 35:936-949. [DOI: 10.1016/j.biotechadv.2017.03.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 03/12/2017] [Accepted: 03/15/2017] [Indexed: 12/11/2022]
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214
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Zhu M, Wang C, Sun W, Zhou A, Wang Y, Zhang G, Zhou X, Huo Y, Li C. Boosting 11-oxo-β-amyrin and glycyrrhetinic acid synthesis in Saccharomyces cerevisiae via pairing novel oxidation and reduction system from legume plants. Metab Eng 2017; 45:43-50. [PMID: 29196123 DOI: 10.1016/j.ymben.2017.11.009] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 11/08/2017] [Accepted: 11/18/2017] [Indexed: 01/20/2023]
Abstract
Glycyrrhetinic acid (GA) and its precursor, 11-oxo-β-amyrin, are typical triterpenoids found in the roots of licorice, a traditional Chinese medicinal herb that exhibits diverse functions and physiological effects. In this study, we developed a novel and highly efficient pathway for the synthesis of GA and 11-oxo-β-amyrin in Saccharomyces cerevisiae by introducing efficient cytochrome P450s (CYP450s: Uni25647 and CYP72A63) and pairing their reduction systems from legume plants through transcriptome and genome-wide screening and identification. By increasing the copy number of Uni25647 and pairing cytochrome P450 reductases (CPRs) from various plant sources, the titers of 11-oxo-β-amyrin and GA were increased to 108.1 ± 4.6mg/L and 18.9 ± 2.0mg/L, which were nearly 1422-fold and 946.5-fold higher, respectively, compared with previously reported data. To the best of our knowledge, these are the highest titers reported for GA and 11-oxo-β-amyrin from S. cerevisiae, indicating an encouraging and promising approach for obtaining increased GA and its related triterpenoids without destroying the licorice plant or the soil ecosystem.
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Affiliation(s)
- Ming Zhu
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Caixia Wang
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, Xinjiang 832003, China
| | - Wentao Sun
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Anqi Zhou
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Ying Wang
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Genlin Zhang
- Key Laboratory for Green Processing of Chemical Engineering of Xinjiang Bingtuan, School of Chemistry and Chemical Engineering, Shihezi University, Shihezi, Xinjiang 832003, China
| | - Xiaohong Zhou
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Yixin Huo
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Chun Li
- Institute for Biotransformation and Synthetic Biosystem/Department of Biological Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
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215
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Lian J, HamediRad M, Hu S, Zhao H. Combinatorial metabolic engineering using an orthogonal tri-functional CRISPR system. Nat Commun 2017; 8:1688. [PMID: 29167442 PMCID: PMC5700065 DOI: 10.1038/s41467-017-01695-x] [Citation(s) in RCA: 197] [Impact Index Per Article: 28.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 10/10/2017] [Indexed: 12/24/2022] Open
Abstract
Designing an optimal microbial cell factory often requires overexpression, knock-down, and knock-out of multiple gene targets. Unfortunately, such rewiring of cellular metabolism is often carried out sequentially and with low throughput. Here, we report a combinatorial metabolic engineering strategy based on an orthogonal tri-functional CRISPR system that combines transcriptional activation, transcriptional interference, and gene deletion (CRISPR-AID) in the yeast Saccharomyces cerevisiae. This strategy enables perturbation of the metabolic and regulatory networks in a modular, parallel, and high-throughput manner. We demonstrate the application of CRISPR-AID not only to increase the production of β-carotene by 3-fold in a single step, but also to achieve 2.5-fold improvement in the display of an endoglucanase on the yeast surface by optimizing multiple metabolic engineering targets in a combinatorial manner. Metaboli engineering through gene overexpression, knock-down and knock-out is often carried out sequentially in a high labor, low-throughput manner. Here, the authors use CRISPR-mediated gene activation, interference and deletion to rapidly rewire S. cerevisiae metabolism in a single step.
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Affiliation(s)
- Jiazhang Lian
- Department of Chemical and Biomolecular Engineering, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA.,College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Mohammad HamediRad
- Department of Chemical and Biomolecular Engineering, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Sumeng Hu
- Department of Chemical and Biomolecular Engineering, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Huimin Zhao
- Department of Chemical and Biomolecular Engineering, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA. .,Departments of Chemistry, Biochemistry, and Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA.
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216
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Wei L, Wang Z, Zhang G, Ye B. Characterization of Terminators in Saccharomyces cerevisiae and an Exploration of Factors Affecting Their Strength. Chembiochem 2017; 18:2422-2427. [PMID: 29058813 DOI: 10.1002/cbic.201700516] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Indexed: 11/06/2022]
Abstract
Terminators in eukaryotes play an important role in regulating the transcription process by influencing mRNA stability, translational efficiency, and localization. Herein, the strengths of 100 natural terminators in Saccharomyces cerevisiae have been characterized by inserting each terminator downstream of the TYS1p-enhanced green fluorescent protein (eGFP) reporter gene and measuring the fluorescent intensity (FI) of eGFP. Within this library, there are 45 strong terminators, 31 moderate terminators, and 24 weak terminators. The strength of these terminators, relative to that of PGK1t standard terminator, ranges from 0.0613 to 1.8002, with a mean relative FI of 0.9945. Mutating the control elements of terminators further suggests that the efficiency element has an important effect on terminator strength. The use of strong terminators will result in an enhanced level of mRNA and protein production; this indicates that gene expression can be directly influenced by terminator selection. Pairing a terminator with an inducible promoter or a strong constitutive promoter has less effect on gene expression; however, pairing with a week promoter will significantly increase the level of gene expression. Through exchange of the reporter genes, it can be demonstrated that the terminator functions as a genetic component and is independent of the coding region. This work demonstrates that the terminator is an important regulatory element and can be considered in applications for the fine-tuning of gene expression and metabolic pathways.
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Affiliation(s)
- Linna Wei
- School of Chemistry and Chemical Engineering, Key Laboratory for Green Processing of Chemical, Engineering of Xinjiang Bingtuan, Shihezi University, Shihezi, 832003, P.R. China
| | - Zhaoxia Wang
- School of Chemistry and Chemical Engineering, Key Laboratory for Green Processing of Chemical, Engineering of Xinjiang Bingtuan, Shihezi University, Shihezi, 832003, P.R. China
| | - Genlin Zhang
- School of Chemistry and Chemical Engineering, Key Laboratory for Green Processing of Chemical, Engineering of Xinjiang Bingtuan, Shihezi University, Shihezi, 832003, P.R. China
| | - Bangce Ye
- School of Chemistry and Chemical Engineering, Key Laboratory for Green Processing of Chemical, Engineering of Xinjiang Bingtuan, Shihezi University, Shihezi, 832003, P.R. China
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217
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Engineering Saccharomyces cerevisiae for geranylgeraniol overproduction by combinatorial design. Sci Rep 2017; 7:14991. [PMID: 29118396 PMCID: PMC5678108 DOI: 10.1038/s41598-017-15005-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 10/19/2017] [Indexed: 11/17/2022] Open
Abstract
Combinatorial design is an effective strategy to acquire the optimal solution in complex systems. In this study, the combined effects of pathway combination, promoters’ strength fine-tuning, copy numbers and integration locus variations caused by δ-integration were explored in Saccharomyces cerevisiae using geranylgeraniol (GGOH) production as an example. Two GGOH biosynthetic pathway branches were constructed. In branch 1, GGOH was converted from isopentenyl pyrophosphate (IPP) and farnesyl diphosphate (FPP). In branch 2, GGOH was derived directly from IPP and dimethylallyl pyrophosphate (DMAPP). Regulated by 10 combinations of 11 diverse promoters, a fusion gene BTS1-ERG20, a heterologous geranylgeranyl diphosphate synthase from Sulfolobus acidocaldarius (GGPPSsa) and an endogenous N-terminal truncated gene 3-hydroxyl-3-methylglutaryl-CoA reductase isoenzyme 1 (tHMGR), were incorporated into yeast by δ-integration, leading to a series of GGOH producing strains with yields ranging from 18.45 mg/L to 161.82 mg/L. The yield was further increased to 437.52 mg/L by optimizing the fermentation medium. Consequently, the GGOH yield reached 1315.44 mg/L in a 5-L fermenter under carbon restriction strategy. Our study not only opens large opportunities for downstream diterpenes overproductions, but also demonstrates that pathway optimization based on combinatorial design is a promising strategy to engineer microbes for overproducing natural products with complex structure.
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218
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Shi S, Zhao H. Metabolic Engineering of Oleaginous Yeasts for Production of Fuels and Chemicals. Front Microbiol 2017; 8:2185. [PMID: 29167664 PMCID: PMC5682390 DOI: 10.3389/fmicb.2017.02185] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Accepted: 10/25/2017] [Indexed: 01/23/2023] Open
Abstract
Oleaginous yeasts have been increasingly explored for production of chemicals and fuels via metabolic engineering. Particularly, there is a growing interest in using oleaginous yeasts for the synthesis of lipid-related products due to their high lipogenesis capability, robustness, and ability to utilize a variety of substrates. Most of the metabolic engineering studies in oleaginous yeasts focused on Yarrowia that already has plenty of genetic engineering tools. However, recent advances in systems biology and synthetic biology have provided new strategies and tools to engineer those oleaginous yeasts that have naturally high lipid accumulation but lack genetic tools, such as Rhodosporidium, Trichosporon, and Lipomyces. This review highlights recent accomplishments in metabolic engineering of oleaginous yeasts and recent advances in the development of genetic engineering tools in oleaginous yeasts within the last 3 years.
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Affiliation(s)
- Shuobo Shi
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, Beijing University of Chemical Technology, Beijing, China
- Metabolic Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore, Singapore
| | - Huimin Zhao
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, Beijing University of Chemical Technology, Beijing, China
- Metabolic Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore, Singapore
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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219
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Ding W, Weng H, Jin P, Du G, Chen J, Kang Z. Scarless assembly of unphosphorylated DNA fragments with a simplified DATEL method. Bioengineered 2017; 8:296-301. [PMID: 28384080 DOI: 10.1080/21655979.2017.1308986] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
Efficient assembly of multiple DNA fragments is a pivotal technology for synthetic biology. A scarless and sequence-independent DNA assembly method (DATEL) using thermal exonucleases has been developed recently. Here, we present a simplified DATEL (sDATEL) for efficient assembly of unphosphorylated DNA fragments with low cost. The sDATEL method is only dependent on Taq DNA polymerase and Taq DNA ligase. After optimizing the committed parameters of the reaction system such as pH and the concentration of Mg2+ and NAD+, the assembly efficiency was increased by 32-fold. To further improve the assembly capacity, the number of thermal cycles was optimized, resulting in successful assembly 4 unphosphorylated DNA fragments with an accuracy of 75%. sDATEL could be a desirable method for routine manual and automated assembly.
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Affiliation(s)
- Wenwen Ding
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China
| | - Huanjiao Weng
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China
| | - Peng Jin
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China
| | - Guocheng Du
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China
| | - Jian Chen
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China
| | - Zhen Kang
- a The Key Laboratory of Industrial Biotechnology, Ministry of Education , School of Biotechnology, Jiangnan University , Wuxi , China.,b Synergetic Innovation Center of Food Safety and Nutrition , Jiangnan University, Wuxi, Jiangsu, China Jiangnan University , Wuxi , China.,c The Key Laboratory of Carbohydrate Chemistry and Biotechnology , Ministry of Education, Jiangnan University , Wuxi , P. R. China
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220
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Knoot CJ, Ungerer J, Wangikar PP, Pakrasi HB. Cyanobacteria: Promising biocatalysts for sustainable chemical production. J Biol Chem 2017; 293:5044-5052. [PMID: 28972147 DOI: 10.1074/jbc.r117.815886] [Citation(s) in RCA: 140] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Cyanobacteria are photosynthetic prokaryotes showing great promise as biocatalysts for the direct conversion of CO2 into fuels, chemicals, and other value-added products. Introduction of just a few heterologous genes can endow cyanobacteria with the ability to transform specific central metabolites into many end products. Recent engineering efforts have centered around harnessing the potential of these microbial biofactories for sustainable production of chemicals conventionally produced from fossil fuels. Here, we present an overview of the unique chemistry that cyanobacteria have been co-opted to perform. We highlight key lessons learned from these engineering efforts and discuss advantages and disadvantages of various approaches.
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Affiliation(s)
- Cory J Knoot
- From the Department of Biology, Washington University, St. Louis, Missouri 63130 and
| | - Justin Ungerer
- From the Department of Biology, Washington University, St. Louis, Missouri 63130 and
| | - Pramod P Wangikar
- the Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
| | - Himadri B Pakrasi
- From the Department of Biology, Washington University, St. Louis, Missouri 63130 and
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221
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Duan L, Ding W, Liu X, Cheng X, Cai J, Hua E, Jiang H. Biosynthesis and engineering of kaempferol in Saccharomyces cerevisiae. Microb Cell Fact 2017; 16:165. [PMID: 28950867 PMCID: PMC5615808 DOI: 10.1186/s12934-017-0774-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 09/18/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Kaempferol is a flavonol with broad bioactivity of anti-oxidant, anti-cancer, anti-diabetic, anti-microbial, cardio-protective and anti-asthma. Microbial synthesis of kaempferol is a promising strategy because of the low content in primary plant source. METHODS In this study, the biosynthesis pathway of kaempferol was constructed in the budding yeast Saccharomyces cerevisiae to produce kaempferol de novo, and several biological measures were taken for high production. RESULTS Firstly, a high efficient flavonol synthases (FLS) from Populus deltoides was introduced into the biosynthetic pathway of kaempferol. Secondly, a S. cerevisiae recombinant was constructed for de novo synthesis of kaempferol, which generated about 6.97 mg/L kaempferol from glucose. To further promote kaempferol production, the acetyl-CoA biosynthetic pathway was overexpressed and p-coumarate was supplied as substrate, which improved kaempferol titer by about 23 and 120%, respectively. Finally, a fed-batch process was developed for better kaempferol fermentation performance, and the production reached 66.29 mg/L in 40 h. CONCLUSIONS The titer of kaempferol in our engineered yeast is 2.5 times of the highest reported titer. Our study provides a possible strategy to produce kaempferol using microbial cell factory.
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Affiliation(s)
- Lijin Duan
- Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, China.,Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Wentao Ding
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Xiaonan Liu
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Xiaozhi Cheng
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Jing Cai
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, China
| | - Erbing Hua
- Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, China.
| | - Huifeng Jiang
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
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222
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Zhu Z, Zhou YJ, Kang MK, Krivoruchko A, Buijs NA, Nielsen J. Enabling the synthesis of medium chain alkanes and 1-alkenes in yeast. Metab Eng 2017; 44:81-88. [PMID: 28939277 DOI: 10.1016/j.ymben.2017.09.007] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 09/11/2017] [Accepted: 09/13/2017] [Indexed: 01/15/2023]
Abstract
Microbial synthesis of medium chain aliphatic hydrocarbons, attractive drop-in molecules to gasoline and jet fuels, is a promising way to reduce our reliance on petroleum-based fuels. In this study, we enabled the synthesis of straight chain hydrocarbons (C7-C13) by yeast Saccharomyces cerevisiae through engineering fatty acid synthases to control the chain length of fatty acids and introducing heterologous pathways for alkane or 1-alkene synthesis. We carried out enzyme engineering/screening of the fatty aldehyde deformylating oxygenase (ADO), and compartmentalization of the alkane biosynthesis pathway into peroxisomes to improve alkane production. The two-step synthesis of alkanes was found to be inefficient due to the formation of alcohols derived from aldehyde intermediates. Alternatively, the drain of aldehyde intermediates could be circumvented by introducing a one-step decarboxylation of fatty acids to 1-alkenes, which could be synthesized at a level of 3mg/L, 25-fold higher than that of alkanes produced via aldehydes.
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Affiliation(s)
- Zhiwei Zhu
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
| | - Yongjin J Zhou
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
| | - Min-Kyoung Kang
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
| | - Anastasia Krivoruchko
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
| | - Nicolaas A Buijs
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
| | - Jens Nielsen
- Department of Biology and Biological Engineering, Chalmers University of Technology, Kemivägen 10, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE-41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK-2970 Hørsholm, Denmark; Science for Life Laboratory, Royal Institute of Technology, SE-17121 Stockholm, Sweden.
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223
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Broad-Host-Range Expression Reveals Native and Host Regulatory Elements That Influence Heterologous Antibiotic Production in Gram-Negative Bacteria. mBio 2017; 8:mBio.01291-17. [PMID: 28874475 PMCID: PMC5587914 DOI: 10.1128/mbio.01291-17] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Heterologous expression has become a powerful tool for studying microbial biosynthetic gene clusters (BGCs). Here, we extend the transformation-associated recombination cloning and heterologous expression platform for microbial BGCs to include Gram-negative proteobacterial expression hosts. Using a broad-host-range expression platform, we test the implicit assumption that biosynthetic pathways are more successfully expressed in more closely related heterologous hosts. Cloning and expression of the violacein BGC from Pseudoalteromonas luteoviolacea 2ta16 revealed robust production in two proteobacterial hosts, Pseudomonas putida KT2440 and Agrobacterium tumefaciens LBA4404, but very little production of the antibiotic in various laboratory strains of Escherichia coli, despite their closer phylogenetic relationship. We identified a nonclustered LuxR-type quorum-sensing receptor from P. luteoviolacea 2ta16, PviR, that increases pathway transcription and violacein production in E. coli by ∼60-fold independently of acyl-homoserine lactone autoinducers. Although E. coli harbors the most similar homolog of PviR identified from all of the hosts tested, overexpression of various E. coli transcription factors did not result in a statistically significant increase in violacein production, while overexpression of two A. tumefaciens PviR homologs significantly increased production. Thus, this work not only introduces a new genetic platform for the heterologous expression of microbial BGCs, it also challenges the assumption that host phylogeny is an accurate predictor of host compatibility.IMPORTANCE Although Gram-positive heterologous hosts such as Streptomyces have been developed and optimized to support diverse secondary metabolic reactions, there has been comparatively less work on Gram-negative hosts, some of which grow faster and are easier to work with. This work presents a new genetic platform for direct cloning and broad-host-range heterologous expression of BGCs in Gram-negative proteobacterial expression hosts, and we leverage this platform to uncover regulatory elements that influence violacein expression from Pseudoalteromonas Although it is often assumed that BGCs will be more successfully expressed in more closely related hosts, our work suggests that this may not be a general rule of thumb, as heterologous production of natural products can be influenced by specific host regulatory and/or biosynthetic elements, and the identity and effectiveness of those elements are difficult to predict. We argue for the use of a diverse set of heterologous hosts, which may also provide insights into the BGC biosynthetic mechanism and the biological function of BGCs.
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224
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Löbs AK, Schwartz C, Wheeldon I. Genome and metabolic engineering in non-conventional yeasts: Current advances and applications. Synth Syst Biotechnol 2017; 2:198-207. [PMID: 29318200 PMCID: PMC5655347 DOI: 10.1016/j.synbio.2017.08.002] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 08/14/2017] [Accepted: 08/15/2017] [Indexed: 12/26/2022] Open
Abstract
Microbial production of chemicals and proteins from biomass-derived and waste sugar streams is a rapidly growing area of research and development. While the model yeast Saccharomyces cerevisiae is an excellent host for the conversion of glucose to ethanol, production of other chemicals from alternative substrates often requires extensive strain engineering. To avoid complex and intensive engineering of S. cerevisiae, other yeasts are often selected as hosts for bioprocessing based on their natural capacity to produce a desired product: for example, the efficient production and secretion of proteins, lipids, and primary metabolites that have value as commodity chemicals. Even when using yeasts with beneficial native phenotypes, metabolic engineering to increase yield, titer, and production rate is essential. The non-conventional yeasts Kluyveromyces lactis, K. marxianus, Scheffersomyces stipitis, Yarrowia lipolytica, Hansenula polymorpha and Pichia pastoris have been developed as eukaryotic hosts because of their desirable phenotypes, including thermotolerance, assimilation of diverse carbon sources, and high protein secretion. However, advanced metabolic engineering in these yeasts has been limited. This review outlines the challenges of using non-conventional yeasts for strain and pathway engineering, and discusses the developed solutions to these problems and the resulting applications in industrial biotechnology.
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Affiliation(s)
- Ann-Kathrin Löbs
- Department of Chemical and Environmental Engineering, UC Riverside, Riverside, USA
| | - Cory Schwartz
- Department of Chemical and Environmental Engineering, UC Riverside, Riverside, USA
| | - Ian Wheeldon
- Department of Chemical and Environmental Engineering, UC Riverside, Riverside, USA
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225
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Reconstruction of a hybrid nucleoside antibiotic gene cluster based on scarless modification of large DNA fragments. SCIENCE CHINA-LIFE SCIENCES 2017; 60:968-979. [DOI: 10.1007/s11427-017-9119-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 05/08/2017] [Indexed: 12/18/2022]
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226
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Timmermans ML, Paudel YP, Ross AC. Investigating the Biosynthesis of Natural Products from Marine Proteobacteria: A Survey of Molecules and Strategies. Mar Drugs 2017; 15:E235. [PMID: 28762997 PMCID: PMC5577590 DOI: 10.3390/md15080235] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 07/21/2017] [Accepted: 07/24/2017] [Indexed: 02/07/2023] Open
Abstract
The phylum proteobacteria contains a wide array of Gram-negative marine bacteria. With recent advances in genomic sequencing, genome analysis, and analytical chemistry techniques, a whole host of information is being revealed about the primary and secondary metabolism of marine proteobacteria. This has led to the discovery of a growing number of medically relevant natural products, including novel leads for the treatment of multidrug-resistant Staphylococcus aureus (MRSA) and cancer. Of equal interest, marine proteobacteria produce natural products whose structure and biosynthetic mechanisms differ from those of their terrestrial and actinobacterial counterparts. Notable features of secondary metabolites produced by marine proteobacteria include halogenation, sulfur-containing heterocycles, non-ribosomal peptides, and polyketides with unusual biosynthetic logic. As advances are made in the technology associated with functional genomics, such as computational sequence analysis, targeted DNA manipulation, and heterologous expression, it has become easier to probe the mechanisms for natural product biosynthesis. This review will focus on genomics driven approaches to understanding the biosynthetic mechanisms for natural products produced by marine proteobacteria.
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Affiliation(s)
| | - Yagya P Paudel
- Department of Chemistry, Queen's University, Kingston, ON K7L 3N6, Canada.
| | - Avena C Ross
- Department of Chemistry, Queen's University, Kingston, ON K7L 3N6, Canada.
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227
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Ako AE, Perroud PF, Innocent J, Demko V, Olsen OA, Johansen W. An intragenic mutagenesis strategy in Physcomitrella patens to preserve intron splicing. Sci Rep 2017; 7:5111. [PMID: 28698618 PMCID: PMC5505980 DOI: 10.1038/s41598-017-05309-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 05/26/2017] [Indexed: 12/27/2022] Open
Abstract
Gene targeting is a powerful reverse genetics technique for site-specific genome modification. Intrinsic homologous recombination in the moss Physcomitrella patens permits highly effective gene targeting, a characteristic that makes this organism a valuable model for functional genetics. Functional characterization of domains located within a multi-domain protein depends on the ability to generate mutants harboring genetic modifications at internal gene positions while maintaining the reading-frames of the flanking exons. In this study, we designed and evaluated different gene targeting constructs for targeted gene manipulation of sequences corresponding to internal domains of the DEFECTIVE KERNEL1 protein in Physcomitrella patens. Our results show that gene targeting-associated mutagenesis of introns can have adverse effects on splicing, corrupting the normal reading frame of the transcript. We show that successful genetic modification of internal sequences of multi-exon genes depends on gene-targeting strategies which insert the selection marker cassette into the 5' end of the intron and preserve the nucleotide sequence of the targeted intron.
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Affiliation(s)
- Ako Eugene Ako
- Inland Norway University of Applied Sciences, Holsetgata 31, N-2318, Hamar, Norway
| | - Pierre-François Perroud
- Philipps University Marburg, Plant Cell Biology II, Karl-von-Frisch-Str. 8, 35043, Marburg, Germany
| | - Joseph Innocent
- Inland Norway University of Applied Sciences, Holsetgata 31, N-2318, Hamar, Norway
| | - Viktor Demko
- Norwegian University of Life Sciences, P.O. Box 5003, N-1432, As, Norway
| | - Odd-Arne Olsen
- Norwegian University of Life Sciences, P.O. Box 5003, N-1432, As, Norway.
| | - Wenche Johansen
- Inland Norway University of Applied Sciences, Holsetgata 31, N-2318, Hamar, Norway.
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228
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Yamazaki KI, de Mora K, Saitoh K. BioBrick-based 'Quick Gene Assembly' in vitro. Synth Biol (Oxf) 2017; 2:ysx003. [PMID: 32995504 PMCID: PMC7513740 DOI: 10.1093/synbio/ysx003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 04/13/2017] [Accepted: 04/13/2017] [Indexed: 11/18/2022] Open
Abstract
Because of the technological limitations of de novo DNA synthesis in (i) making constructs containing tandemly repeated DNA sequence units, (ii) making an unbiased DNA library containing DNA fragments with sequence multiplicity in a specific region of target genes, and (iii) replacing DNA fragments, development of efficient and reliable biochemical gene assembly methods is still anticipated. We succeeded in developing a biological standardized genetic parts that are flanked between a common upstream and downstream nucleotide sequences in an appropriate plasmid DNA vector (BioBrick)-based novel assembly method that can be used to assemble genes composed of 25 tandemly repeated BioBricks in the correct format in vitro. We named our new DNA part assembly system: ‘Quick Gene Assembly (QGA)’. The time required for finishing a sequential fusion of five BioBricks is less than 24 h. We believe that the QGA method could be one of the best methods for ‘gene construction based on engineering principles’ at the present time, and is also a method suitable for automation in the near future.
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Affiliation(s)
- Ken-Ichi Yamazaki
- Laboratory of Environmental Molecular Biology, Faculty of Environmental Earth Science, Hokkaido University, Kita 10, Nishi 5, Kita-ku, Sapporo 060-0810, Japan
| | - Kim de Mora
- iGEM Foundation, One Kendall Square, Cambridge, MA 02139, USA
| | - Kensuke Saitoh
- Laboratory of Environmental Molecular Biology, Faculty of Environmental Earth Science, Hokkaido University, Kita 10, Nishi 5, Kita-ku, Sapporo 060-0810, Japan
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229
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Ren H, Hu P, Zhao H. A plug-and-play pathway refactoring workflow for natural product research in Escherichia coli and Saccharomyces cerevisiae. Biotechnol Bioeng 2017; 114:1847-1854. [PMID: 28401530 DOI: 10.1002/bit.26309] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 03/04/2017] [Accepted: 04/04/2017] [Indexed: 12/13/2022]
Abstract
Pathway refactoring serves as an invaluable synthetic biology tool for natural product discovery, characterization, and engineering. However, the complicated and laborious molecular biology techniques largely hinder its application in natural product research, especially in a high-throughput manner. Here we report a plug-and-play pathway refactoring workflow for high-throughput, flexible pathway construction, and expression in both Escherichia coli and Saccharomyces cerevisiae. Biosynthetic genes were firstly cloned into pre-assembled helper plasmids with promoters and terminators, resulting in a series of expression cassettes. These expression cassettes were further assembled using Golden Gate reaction to generate fully refactored pathways. The inclusion of spacer plasmids in this system would not only increase the flexibility for refactoring pathways with different number of genes, but also facilitate gene deletion and replacement. As proof of concept, a total of 96 pathways for combinatorial carotenoid biosynthesis were built successfully. This workflow should be generally applicable to different classes of natural products produced by various organisms. Biotechnol. Bioeng. 2017;114: 1847-1854. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Hengqian Ren
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, 61801
| | - Pingfan Hu
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, 61801
| | - Huimin Zhao
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, 61801.,Departments of Chemistry, Biochemistry, and Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois.,Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois
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230
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Metabolic engineering of Saccharomyces cerevisiae for production of very long chain fatty acid-derived chemicals. Nat Commun 2017; 8:15587. [PMID: 28548095 PMCID: PMC5458556 DOI: 10.1038/ncomms15587] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Accepted: 04/04/2017] [Indexed: 12/27/2022] Open
Abstract
Production of chemicals and biofuels through microbial fermentation is an economical and sustainable alternative for traditional chemical synthesis. Here we present the construction of a Saccharomyces cerevisiae platform strain for high-level production of very-long-chain fatty acid (VLCFA)-derived chemicals. Through rewiring the native fatty acid elongation system and implementing a heterologous Mycobacteria FAS I system, we establish an increased biosynthesis of VLCFAs in S. cerevisiae. VLCFAs can be selectively modified towards the fatty alcohol docosanol (C22H46O) by expressing a specific fatty acid reductase. Expression of this enzyme is shown to impair cell growth due to consumption of VLCFA-CoAs. We therefore implement a dynamic control strategy for separating cell growth from docosanol production. We successfully establish high-level and selective docosanol production of
83.5 mg l−1 in yeast. This approach will provide a universal strategy towards the production of similar high value chemicals in a more scalable, stable and sustainable manner. Production of chemicals by microbial fermentation is an economical alternative to chemical synthesis. Here the authors re-engineer the yeast S. cerevisiae to produce the very long chain fatty alcohol docosanol by expressing a heterologous Mycobacteria fatty acid synthase and a specific fatty acid reductase.
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231
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Basitta P, Westrich L, Rösch M, Kulik A, Gust B, Apel AK. AGOS: A Plug-and-Play Method for the Assembly of Artificial Gene Operons into Functional Biosynthetic Gene Clusters. ACS Synth Biol 2017; 6:817-825. [PMID: 28182401 DOI: 10.1021/acssynbio.6b00319] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The generation of novel secondary metabolites by reengineering or refactoring biochemical pathways is a rewarding but also challenging goal of synthetic biology. For this, the development of tools for the reconstruction of secondary metabolite gene clusters as well as the challenge of understanding the obstacles in this process is of great interest. The artificial gene operon assembly system (AGOS) is a plug-and-play method developed as a tool to consecutively assemble artificial gene operons into a destination vector and subsequently express them under the control of a de-repressed promoter in a Streptomyces host strain. AGOS was designed as a set of entry plasmids for the construction of artificial gene operons and a SuperCos1 based destination vector, into which the constructed operons can be assembled by Red/ET-mediated recombination. To provide a proof-of-concept of this method, we disassembled the well-known novobiocin biosynthetic gene cluster into four gene operons, encoding for the different moieties of novobiocin. We then genetically reorganized these gene operons with the help of AGOS to finally obtain the complete novobiocin gene cluster again. The production of novobiocin precursors and of novobiocin could successfully be detected by LC-MS and LC-MS/MS. Furthermore, we demonstrated that the omission of terminator sequences only had a minor impact on product formation in our system.
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Affiliation(s)
- Patrick Basitta
- Pharmaceutical
Biology, Pharmaceutical Institute, University of Tübingen, Auf
der Morgenstelle 8, Tübingen, 72076, Germany
| | - Lucia Westrich
- Pharmaceutical
Biology, Pharmaceutical Institute, University of Tübingen, Auf
der Morgenstelle 8, Tübingen, 72076, Germany
| | - Manuela Rösch
- Pharmaceutical
Biology, Pharmaceutical Institute, University of Tübingen, Auf
der Morgenstelle 8, Tübingen, 72076, Germany
| | | | - Bertolt Gust
- Pharmaceutical
Biology, Pharmaceutical Institute, University of Tübingen, Auf
der Morgenstelle 8, Tübingen, 72076, Germany
| | - Alexander Kristian Apel
- Pharmaceutical
Biology, Pharmaceutical Institute, University of Tübingen, Auf
der Morgenstelle 8, Tübingen, 72076, Germany
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232
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Automated multiplex genome-scale engineering in yeast. Nat Commun 2017; 8:15187. [PMID: 28469255 PMCID: PMC5418614 DOI: 10.1038/ncomms15187] [Citation(s) in RCA: 135] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 03/08/2017] [Indexed: 12/23/2022] Open
Abstract
Genome-scale engineering is indispensable in understanding and engineering microorganisms, but the current tools are mainly limited to bacterial systems. Here we report an automated platform for multiplex genome-scale engineering in Saccharomyces cerevisiae, an important eukaryotic model and widely used microbial cell factory. Standardized genetic parts encoding overexpression and knockdown mutations of >90% yeast genes are created in a single step from a full-length cDNA library. With the aid of CRISPR-Cas, these genetic parts are iteratively integrated into the repetitive genomic sequences in a modular manner using robotic automation. This system allows functional mapping and multiplex optimization on a genome scale for diverse phenotypes including cellulase expression, isobutanol production, glycerol utilization and acetic acid tolerance, and may greatly accelerate future genome-scale engineering endeavours in yeast.
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233
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CRISPR EnAbled Trackable genome Engineering for isopropanol production in Escherichia coli. Metab Eng 2017; 41:1-10. [DOI: 10.1016/j.ymben.2017.02.009] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 01/18/2017] [Accepted: 02/14/2017] [Indexed: 01/08/2023]
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234
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Development of a one-step gene knock-out and knock-in method for metabolic engineering of Aureobasidium pullulans. J Biotechnol 2017; 251:145-150. [PMID: 28465214 DOI: 10.1016/j.jbiotec.2017.04.029] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Revised: 04/23/2017] [Accepted: 04/23/2017] [Indexed: 11/23/2022]
Abstract
Aureobasidium pullulans is an increasingly attractive host for bio-production of pullulan, heavy oil, polymalic acid, and a large spectrum of extracellular enzymes. To date, genetic manipulation of A. pullulans mainly relies on time-consuming conventional restriction enzyme digestion and ligation methods. In this study, we present a one-step homologous recombination-based method for rapid genetic manipulation in A. pullulans. Overlaps measuring >40bp length and 10μg DNA segments for homologous recombination provided maximum benefits to transformation of A. pullulans. This optimized method was successfully applied to PKSIII gene (encodes polyketide synthase) knock-out and gltP gene (encodes glycolipid transfer protein) knock-in. After disruption of PKSIII gene, secretion of melanin decreased slightly. The melanin purified from disruptant showed lower reducing capacity compared with that of the parent strain, leading to a decrease in exopolysaccharide production. Knock-in of gltP gene resulted in at least 4.68-fold increase in heavy oil production depending on the carbon source used, indicating that gltP can regulate heavy oil synthesis in A. pullulans.
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235
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Sun H, Jia H, Li J, Feng X, Liu Y, Zhou X, Li C. Rational synthetic combination genetic devices boosting high temperature ethanol fermentation. Synth Syst Biotechnol 2017; 2:121-129. [PMID: 29062969 PMCID: PMC5636948 DOI: 10.1016/j.synbio.2017.04.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 03/21/2017] [Accepted: 04/25/2017] [Indexed: 11/27/2022] Open
Abstract
The growth and production of yeast in the industrial fermentation are seriously restrained by heat stress and exacerbated by heat induced oxidative stress. In this study, a novel synthetic biology approach was developed to globally boost the viability and production ability of S. cerevisiae at high temperature through rationally designing and combing heat shock protein (HSP) and superoxide dismutase (SOD) genetic devices to ultimately synergistically alleviate both heat stress and oxidative stress. HSP and SOD from extremophiles were constructed to be different genetic devices and they were preliminary screened by heat resistant experiments and anti-oxidative experiments, respectively. Then in order to customize and further improve thermotolerance of S. cerevisiae, the HSP genetic device and SOD genetic device were rationally combined. The results show the simply assemble of the same function genetic devices to solve heat stress or oxidative stress could not enhance the thermotolerance considerably. Only S. cerevisiae with the combination genetic device (FBA1p-sod-MB4-FBA1p-shsp-HB8) solving both stress showed 250% better thermotolerance than the control and displayed further 55% enhanced cell density compared with the strains with single FBA1p-sod-MB4 or FBA1p-shsp-HB8 at 42 °C. Then the most excellent combination genetic device was introduced into lab S. cerevisiae and industrial S. cerevisiae for ethanol fermentation. The ethanol yields of the two strains were increased by 20.6% and 26.3% compared with the control under high temperature, respectively. These results indicate synergistically defensing both heat stress and oxidative stress is absolutely necessary to enhance the thermotolerance and production of S. cerevisiae.
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Affiliation(s)
- Huan Sun
- School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Haiyang Jia
- School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Jun Li
- School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Xudong Feng
- School of Life Science, Beijing Institute of Technology, Beijing 100081, China
| | - Yueqin Liu
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin University, Tianjin, 300072, China
| | - Xiaohong Zhou
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin University, Tianjin, 300072, China
| | - Chun Li
- School of Life Science, Beijing Institute of Technology, Beijing 100081, China.,Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin University, Tianjin, 300072, China
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236
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Chen X, Gao C, Guo L, Hu G, Luo Q, Liu J, Nielsen J, Chen J, Liu L. DCEO Biotechnology: Tools To Design, Construct, Evaluate, and Optimize the Metabolic Pathway for Biosynthesis of Chemicals. Chem Rev 2017; 118:4-72. [DOI: 10.1021/acs.chemrev.6b00804] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Xiulai Chen
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Cong Gao
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Liang Guo
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Guipeng Hu
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Qiuling Luo
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Jia Liu
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Jens Nielsen
- Department
of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg SE-412 96, Sweden
- Novo
Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK2800 Lyngby, Denmark
| | - Jian Chen
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Liming Liu
- State
Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China
- Department
of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg SE-412 96, Sweden
- Key
Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
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237
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Abstract
Genome integration is a powerful tool in both basic and applied biological research. However, traditional genome integration, which is typically mediated by homologous recombination, has been constrained by low efficiencies and limited host range. In recent years, the emergence of homing endonucleases and programmable nucleases has greatly enhanced integration efficiencies and allowed alternative integration mechanisms such as nonhomologous end joining and microhomology-mediated end joining, enabling integration in hosts deficient in homologous recombination. In this review, we will highlight recent advances and breakthroughs in genome integration methods made possible by programmable nucleases, and their new applications in synthetic biology and metabolic engineering.
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Affiliation(s)
- Zihe Liu
- Metabolic
Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore
| | - Youyun Liang
- Metabolic
Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore
| | - Ee Lui Ang
- Metabolic
Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore
| | - Huimin Zhao
- Metabolic
Engineering Research Laboratory, Science and Engineering Institutes, Agency for Science, Technology and Research, Singapore
- Department
of Chemical and Biomolecular Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
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238
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Yu P, Chen X, Li P. Enhancing microbial production of biofuels by expanding microbial metabolic pathways. Biotechnol Appl Biochem 2017; 64:606-619. [PMID: 27507087 DOI: 10.1002/bab.1529] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 07/31/2016] [Indexed: 12/29/2022]
Abstract
Fatty acid, isoprenoid, and alcohol pathways have been successfully engineered to produce biofuels. By introducing three genes, atfA, adhE, and pdc, into Escherichia coli to expand fatty acid pathway, up to 1.28 g/L of fatty acid ethyl esters can be achieved. The isoprenoid pathway can be expanded to produce bisabolene with a high titer of 900 mg/L in Saccharomyces cerevisiae. Short- and long-chain alcohols can also be effectively biosynthesized by extending the carbon chain of ketoacids with an engineered "+1" alcohol pathway. Thus, it can be concluded that expanding microbial metabolic pathways has enormous potential for enhancing microbial production of biofuels for future industrial applications. However, some major challenges for microbial production of biofuels should be overcome to compete with traditional fossil fuels: lowering production costs, reducing the time required to construct genetic elements and to increase their predictability and reliability, and creating reusable parts with useful and predictable behavior. To address these challenges, several aspects should be further considered in future: mining and transformation of genetic elements related to metabolic pathways, assembling biofuel elements and coordinating their functions, enhancing the tolerance of host cells to biofuels, and creating modular subpathways that can be easily interconnected.
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Affiliation(s)
- Ping Yu
- College of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang Province, People's Republic of China
| | - Xingge Chen
- College of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang Province, People's Republic of China
| | - Peng Li
- College of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang Province, People's Republic of China
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239
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240
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Profiling influences of gene overexpression on heterologous resveratrol production in Saccharomyces cerevisiae. Front Chem Sci Eng 2017. [DOI: 10.1007/s11705-016-1601-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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241
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Schwartz C, Shabbir-Hussain M, Frogue K, Blenner M, Wheeldon I. Standardized Markerless Gene Integration for Pathway Engineering in Yarrowia lipolytica. ACS Synth Biol 2017; 6:402-409. [PMID: 27989123 DOI: 10.1021/acssynbio.6b00285] [Citation(s) in RCA: 152] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The yeast Yarrowia lipolytica is a promising microbial host due to its native capacity to produce lipid-based chemicals. Engineering stable production strains requires genomic integration of modified genes, avoiding episomal expression that requires specialized media to maintain selective pressures. Here, we develop a CRISPR-Cas9-based tool for targeted, markerless gene integration into the Y. lipolytica genome. A set of genomic loci was screened to identify sites that were accepting of gene integrations without impacting cell growth. Five sites were found to meet these criteria. Expression levels from a GFP expression cassette were consistent when inserted into AXP, XPR2, A08, and D17, with reduced expression from MFE1. The standardized tool is comprised of five pairs of plasmids (one homologous donor plasmid and a CRISPR-Cas9 expression plasmid), with each pair targeting gene integration into one of the characterized sites. To demonstrate the utility of the tool we rapidly engineered a semisynthetic lycopene biosynthesis pathway by integrating four different genes at different loci. The capability to integrate multiple genes without the need for marker recovery and into sites with known expression levels will enable more rapid and reliable pathway engineering in Y. lipolytica.
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Affiliation(s)
- Cory Schwartz
- Chemical
and Environmental Engineering, University of California, Riverside, California 92521, United States
| | - Murtaza Shabbir-Hussain
- Chemical
and Biomolecular Engineering, Clemson University, Clemson, South Carolina 29634, United States
| | - Keith Frogue
- Chemical
and Environmental Engineering, University of California, Riverside, California 92521, United States
| | - Mark Blenner
- Chemical
and Biomolecular Engineering, Clemson University, Clemson, South Carolina 29634, United States
| | - Ian Wheeldon
- Chemical
and Environmental Engineering, University of California, Riverside, California 92521, United States
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242
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Gao S, Tong Y, Zhu L, Ge M, Jiang Y, Chen D, Yang S. Production of β-carotene by expressing a heterologous multifunctional carotene synthase in Yarrowia lipolytica. Biotechnol Lett 2017; 39:921-927. [DOI: 10.1007/s10529-017-2318-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/07/2017] [Indexed: 01/26/2023]
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243
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Liu HH, Madzak C, Sun ML, Ren LJ, Song P, Huang H, Ji XJ. Engineering Yarrowia lipolytica for arachidonic acid production through rapid assembly of metabolic pathway. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2016.12.004] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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244
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Zhu Z, Zhou YJ, Krivoruchko A, Grininger M, Zhao ZK, Nielsen J. Expanding the product portfolio of fungal type I fatty acid synthases. Nat Chem Biol 2017; 13:360-362. [DOI: 10.1038/nchembio.2301] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/14/2016] [Indexed: 12/29/2022]
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245
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Vanegas KG, Lehka BJ, Mortensen UH. SWITCH: a dynamic CRISPR tool for genome engineering and metabolic pathway control for cell factory construction in Saccharomyces cerevisiae. Microb Cell Fact 2017; 16:25. [PMID: 28179021 PMCID: PMC5299646 DOI: 10.1186/s12934-017-0632-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 01/20/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND The yeast Saccharomyces cerevisiae is increasingly used as a cell factory. However, cell factory construction time is a major obstacle towards using yeast for bio-production. Hence, tools to speed up cell factory construction are desirable. RESULTS In this study, we have developed a new Cas9/dCas9 based system, SWITCH, which allows Saccharomyces cerevisiae strains to iteratively alternate between a genetic engineering state and a pathway control state. Since Cas9 induced recombination events are crucial for SWITCH efficiency, we first developed a technique TAPE, which we have successfully used to address protospacer efficiency. As proof of concept of the use of SWITCH in cell factory construction, we have exploited the genetic engineering state of a SWITCH strain to insert the five genes necessary for naringenin production. Next, the naringenin cell factory was switched to the pathway control state where production was optimized by downregulating an essential gene TSC13, hence, reducing formation of a byproduct. CONCLUSIONS We have successfully integrated two CRISPR tools, one for genetic engineering and one for pathway control, into one system and successfully used it for cell factory construction.
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Affiliation(s)
- Katherina García Vanegas
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 223, Room 208, 2800 Kgs. Lyngby, Copenhagen, Denmark
| | - Beata Joanna Lehka
- Department of Science and Environment, Roskilde University, Universitetsvej 1, 4000 Roskilde, Denmark
| | - Uffe Hasbro Mortensen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 223, Room 208, 2800 Kgs. Lyngby, Copenhagen, Denmark
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246
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Liu W, Zhang B, Jiang R. Improving acetyl-CoA biosynthesis in Saccharomyces cerevisiae via the overexpression of pantothenate kinase and PDH bypass. BIOTECHNOLOGY FOR BIOFUELS 2017; 10:41. [PMID: 28239413 PMCID: PMC5316175 DOI: 10.1186/s13068-017-0726-z] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 02/09/2017] [Indexed: 05/09/2023]
Abstract
BACKGROUND Acetyl-CoA is an important precursor in Saccharomyces cerevisiae. Various approaches have been adopted to improve its cytosolic level previously with the emphasis on engineering the "acetyl-" part of acetyl-CoA. To the best of our knowledge, there have been no reports on engineering the "-CoA" part so far. RESULTS In this study, we had tried to engineer S. cerevisiae from both the "-CoA" part via pantothenate kinase overexpression (PanK from S. cerevisiae, the rate-limiting enzyme for CoA synthesis) and the "acetyl-"part through PDH bypass introduction (ALD6 from S. cerevisiae and SeAcsL641P from Salmonella enteric). A naringenin-producing reporter strain had been constructed to reflect cytosolic acetyl-CoA level as acetyl-CoA is the precursor of naringenin. It was found that PanK overexpression or PDH bypass introduction alone only led to a twofold or 6.74-fold increase in naringenin titer, but the combination of both (strain CENFPAA01) had resulted in 24.4-fold increase as compared to the control (strain CENF09) in the presence of 0.5 mM substrate p-coumaric acid. The supplement of PanK substrate pantothenate resulted in another 19% increase in naringenin production. CONCLUSIONS To greatly enhance acetyl-CoA level in yeast cytosol, it is feasible to engineer both the "acetyl-" part and the "-CoA" part simultaneously. Insufficient CoA supply might aggravate acetyl-CoA shortage and cause low yield of target product.
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Affiliation(s)
- Wenshan Liu
- School of Chemical & Biomedical Engineering, Nanyang Technological University, 62 Nanyang Drive, Singapore, 637459 Singapore
| | - Bo Zhang
- School of Chemical & Biomedical Engineering, Nanyang Technological University, 62 Nanyang Drive, Singapore, 637459 Singapore
| | - Rongrong Jiang
- School of Chemical & Biomedical Engineering, Nanyang Technological University, 62 Nanyang Drive, Singapore, 637459 Singapore
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247
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Lehka BJ, Eichenberger M, Bjørn-Yoshimoto WE, Vanegas KG, Buijs N, Jensen NB, Dyekjær JD, Jenssen H, Simon E, Naesby M. Improving heterologous production of phenylpropanoids in Saccharomyces cerevisiae by tackling an unwanted side reaction of Tsc13, an endogenous double-bond reductase. FEMS Yeast Res 2017; 17:fox004. [PMID: 28073929 PMCID: PMC5815076 DOI: 10.1093/femsyr/fox004] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 10/07/2016] [Accepted: 01/08/2017] [Indexed: 11/22/2022] Open
Abstract
Phenylpropanoids, such as flavonoids and stilbenoids, are of great commercial interest, and their production in Saccharomyces cerevisiae is a very promising strategy. However, to achieve commercially viable production, each step of the process must be optimised. We looked at carbon loss, known to occur in the heterologous flavonoid pathway in yeast, and identified an endogenous enzyme, the enoyl reductase Tsc13, which turned out to be responsible for the accumulation of phloretic acid via reduction of p-coumaroyl-CoA. Tsc13 is an essential enzyme involved in fatty acid synthesis and cannot be deleted. Hence, two approaches were adopted in an attempt to reduce the side activity without disrupting the natural function: site saturation mutagenesis identified a number of amino acid changes which slightly increased flavonoid production but without reducing the formation of the side product. Conversely, the complementation of TSC13 by a plant gene homologue essentially eliminated the unwanted side reaction, while retaining the productivity of phenylpropanoids in a simulated fed batch fermentation.
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Affiliation(s)
- Beata Joanna Lehka
- Evolva Biotech A/S, Lersø Parkallé 42, DK-2100, Copenhagen Ø, Denmark
- Department of Science and Environment, Roskilde University, Universitetsvej 1, DK-4000, Roskilde, Denmark
| | - Michael Eichenberger
- Evolva SA, Duggingerstrasse 23, CH-4153, Reinach, Switzerland
- Department of Biology, Technical University Darmstadt, Schnittspahnstrasse 10, DE-64287, Darmstadt, Germany
| | - Walden Emil Bjørn-Yoshimoto
- Department of Drug Design and Pharmacology, University of Copenhagen, Jagtvej 162, DK-2100, Copenhagen Ø, Denmark
| | - Katherina Garcia Vanegas
- Evolva Biotech A/S, Lersø Parkallé 42, DK-2100, Copenhagen Ø, Denmark
- Department of systems Biology, Technical University of Denmark, Kemitorvet Building 208, DK-2800, Kgs. Lyngby, Denmark
| | - Nicolaas Buijs
- Evolva Biotech A/S, Lersø Parkallé 42, DK-2100, Copenhagen Ø, Denmark
| | | | | | - Håvard Jenssen
- Department of Science and Environment, Roskilde University, Universitetsvej 1, DK-4000, Roskilde, Denmark
| | - Ernesto Simon
- Evolva Biotech A/S, Lersø Parkallé 42, DK-2100, Copenhagen Ø, Denmark
- Evolva SA, Duggingerstrasse 23, CH-4153, Reinach, Switzerland
| | - Michael Naesby
- Evolva SA, Duggingerstrasse 23, CH-4153, Reinach, Switzerland
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248
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Williams TC, Xu X, Ostrowski M, Pretorius IS, Paulsen IT. Positive-feedback, ratiometric biosensor expression improves high-throughput metabolite-producer screening efficiency in yeast. Synth Biol (Oxf) 2017; 2:ysw002. [PMID: 32995501 PMCID: PMC7513737 DOI: 10.1093/synbio/ysw002] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 11/14/2016] [Accepted: 11/29/2016] [Indexed: 11/23/2022] Open
Abstract
Biosensors are valuable and versatile tools in synthetic biology that are used to modulate gene expression in response to a wide range of stimuli. Ligand responsive transcription factors are a class of biosensor that can be used to couple intracellular metabolite concentration with gene expression to enable dynamic regulation and high-throughput metabolite producer screening. We have established the Saccharomyces cerevisiae WAR1 transcriptional regulator and PDR12 promoter as an organic acid biosensor that can be used to detect varying levels of para-hydroxybenzoic acid (PHBA) production from the shikimate pathway and output green fluorescent protein (GFP) expression in response. The dynamic range of GFP expression in response to PHBA was dramatically increased by engineering positive-feedback expression of the WAR1 transcriptional regulator from its target PDR12 promoter. In addition, the noise in GFP expression at the population-level was controlled by normalising GFP fluorescence to constitutively expressed mCherry fluorescence within each cell. These biosensor modifications increased the high-throughput screening efficiency of yeast cells engineered to produce PHBA by 5,000-fold, enabling accurate fluorescence activated cell sorting isolation of producer cells that were mixed at a ratio of 1 in 10,000 with non-producers. Positive-feedback, ratiometric transcriptional regulator expression is likely applicable to many other transcription-factor/promoter pairs used in synthetic biology and metabolic engineering for both dynamic regulation and high-throughput screening applications.
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Affiliation(s)
- Thomas C Williams
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW, Australia
| | - Xin Xu
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW, Australia
| | - Martin Ostrowski
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW, Australia
| | - Isak S Pretorius
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW, Australia
| | - Ian T Paulsen
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW, Australia
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249
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Liu D, Liu H, Li BZ, Qi H, Jia B, Zhou X, Du HX, Zhang W, Yuan YJ. Multigene Pathway Engineering with Regulatory Linkers (M-PERL). ACS Synth Biol 2016; 5:1535-1545. [PMID: 27389125 DOI: 10.1021/acssynbio.6b00123] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Multigene pathway engineering usually needs amounts of part libraries on transcriptional and translational regulation as well as mutant enzymes to achieve the optimal part combinations of the target pathways. We report a new strategy for multigene pathway engineering with regulatory linkers (M-PERL) focusing on tuning the transcriptional start site (TSS) of yeast promoters. The regulatory linkers are composed of two homologous ends of two adjacent gene parts for assembly and a central regulatory region between them. We investigated the effect of the homologous end's length on multigene assembly, analyzed the influences of truncated, replaced, and elongated TSS and the adjacent region on promoters, and introduced 5 to 40 random bases of N (A/T/C/G) in the central regulatory region of the linkers which effectively varied the promoter's strengths. The distinct libraries of five regulatory linkers were used simultaneously to assemble and tune all five genes in the violacein synthesis pathway. The gene expressions affected the product profiles significantly, and the recombinants for enhanced single component synthesis and varied composition synthesis were obtained. This study offers an efficient tool to assemble and regulate multigene pathways.
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Affiliation(s)
- Duo Liu
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Hong Liu
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Bing-Zhi Li
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Hao Qi
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Bin Jia
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Xiao Zhou
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Hao-Xing Du
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Wei Zhang
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
| | - Ying-Jin Yuan
- Key
Laboratory of Systems Bioengineering (Ministry of Education), School
of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, P. R. China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, P. R. China
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250
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Narcross L, Bourgeois L, Fossati E, Burton E, Martin VJJ. Mining Enzyme Diversity of Transcriptome Libraries through DNA Synthesis for Benzylisoquinoline Alkaloid Pathway Optimization in Yeast. ACS Synth Biol 2016; 5:1505-1518. [PMID: 27442619 DOI: 10.1021/acssynbio.6b00119] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The ever-increasing quantity of data deposited to GenBank is a valuable resource for mining new enzyme activities. Falling costs of DNA synthesis enables metabolic engineers to take advantage of this resource for identifying superior or novel enzymes for pathway optimization. Previously, we reported synthesis of the benzylisoquinoline alkaloid dihydrosanguinarine in yeast from norlaudanosoline at a molar conversion of 1.5%. Molar conversion could be improved by reduction of the side-product N-methylcheilanthifoline, a key bottleneck in dihydrosanguinarine biosynthesis. Two pathway enzymes, an N-methyltransferase and a cytochrome P450 of the CYP719A subfamily, were implicated in the synthesis of the side-product. Here, we conducted an extensive screen to identify enzyme homologues whose coexpression reduces side-product synthesis. Phylogenetic trees were generated from multiple sources of sequence data to identify a library of candidate enzymes that were purchased codon-optimized and precloned into expression vectors designed to facilitate high-throughput analysis of gene expression as well as activity assay. Simple in vivo assays were sufficient to guide the selection of superior enzyme homologues that ablated the synthesis of the side-product, and improved molar conversion of norlaudanosoline to dihydrosanguinarine to 10%.
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Affiliation(s)
- Lauren Narcross
- Department
of Biology, Concordia University, Montréal, Québec H4B 1R6, Canada
- Centre
for Structural and Functional Genomics, Concordia University, Montréal, Québec H4B 1R6, Canada
| | - Leanne Bourgeois
- Department
of Biology, Concordia University, Montréal, Québec H4B 1R6, Canada
- Centre
for Structural and Functional Genomics, Concordia University, Montréal, Québec H4B 1R6, Canada
| | | | - Euan Burton
- Department
of Biology, Concordia University, Montréal, Québec H4B 1R6, Canada
- Centre
for Structural and Functional Genomics, Concordia University, Montréal, Québec H4B 1R6, Canada
| | - Vincent J. J. Martin
- Department
of Biology, Concordia University, Montréal, Québec H4B 1R6, Canada
- Centre
for Structural and Functional Genomics, Concordia University, Montréal, Québec H4B 1R6, Canada
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