1
|
Xiong B, Yang T, Zhang Z, Li X, Yu H, Wang L, You Z, Peng W, Jin L, Song H. Metabolic reprogramming and machine learning-guided cofactor engineering to boost nicotinamide mononucleotide production in Escherichia coli. BIORESOURCE TECHNOLOGY 2025; 426:132350. [PMID: 40054751 DOI: 10.1016/j.biortech.2025.132350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Revised: 03/04/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025]
Abstract
Nicotinamide mononucleotide (NMN) is a bioactive compound in NAD(P)+ metabolism, which exhibits diverse pharmaceutical interests. However, enhancing NMN biosynthesis faces the challange of competing with cell growth and disturbing intracellular redox homeostasis. Herein, we boosted NMN production in Escherichia coli by reprogramming central carbon metabolism with a machine learning (ML)-guided cofactor engineering strategy. Engnieering NMN biosynthesis-related pathway directed carbon flux toward NMN with the NADPH level increased by 73 %, which, although enhanced NMN titer (2.45 g/L), impaired cell growth. A quorum sensing (QS)-controlled cofactor engineering system was thus contructed and optimized by ML models to address redox imbalance, which led to 3.04 g/L NMN with improved cell growth. The final strain S344 produced 20.13 g/L NMN in fed-batch fermentation. This study showed that perturbation on cofactor level is a crucial limiting factor for NMN biosynthesis, and proposed a novel ML-guided strategy to manipulate intracellular redox state for efficient NMN production.
Collapse
Affiliation(s)
- Bo Xiong
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Tianrui Yang
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Zixiong Zhang
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiang Li
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Huan Yu
- College of Life and Health Sciences, Northeastern University, Shenyang 110169, China
| | - Lian Wang
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Zixuan You
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Wenbin Peng
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Luyu Jin
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Hao Song
- State Key Laboratory of Synthetic Biology, and School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; College of Life and Health Sciences, Northeastern University, Shenyang 110169, China.
| |
Collapse
|
2
|
Xing S, Kang X, Wang R, Wang C, Wang Y, Bao X, Zhao J. Microbial Production of Nicotinamide Mononucleotide: Key Enzymes Discovery, Host Cells Selection, and Pathways Design and Optimization. ACS Synth Biol 2025; 14:1352-1366. [PMID: 40237164 DOI: 10.1021/acssynbio.5c00038] [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: 04/18/2025]
Abstract
As an important bioactive substance in cells, nicotinamide mononucleotide (NMN) has been proven to play an important role in antiaging, treatment of neurodegenerative diseases, and cardioprotection. It presents a high potential for application in the research fields of functional foods, cosmetics, healthcare products, and active pharmaceuticals. With the increased demand, whether NMN can achieve large-scale industrial production has been a wide concern. The chemical synthesis method of NMN mainly faces the problems of separation, purification, and complex process control; in contrast, biosynthesis methods such as microbial fermentation and enzyme catalysis are considered to be the mainstream of the future industrial production of NMN due to the advantages of environmental friendliness, high efficiency, and simple separation. This review first describes the physiological functions of NMN and the related areas of its applications. Subsequently, it focuses on the research progress on different synthetic pathways of NMN in biosynthetic approaches, mining and modification of key enzymes, chassis cell design and optimization, and whole-cell catalysis. Meanwhile, the regulatory strategies, methods, and process control of the microbial synthesis of NMN are also elaborated, and the synthesis efficiencies of different chassis cells are systematically compared. Finally, this review summarizes the existing problems and challenges of microbial synthesis of NMN and proposes future strategies and directions to address these issues. This work provides technical references and a theoretical basis for researching efficient NMN microbial synthesis and application.
Collapse
Affiliation(s)
- Shuyi Xing
- State Key Laboratory of Green Papermaking and Resource Recycling, School of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| | - Xiulong Kang
- State Key Laboratory of Green Papermaking and Resource Recycling, School of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| | - Rui Wang
- State Key Laboratory of Green Papermaking and Resource Recycling, School of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| | - Chengqiang Wang
- College of Life Sciences, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Key Laboratory of Agricultural Microbiology, Shandong Agricultural University, Taian 271018, China
| | - Yanjun Wang
- National Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Xiaoming Bao
- State Key Laboratory of Green Papermaking and Resource Recycling, School of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| | - Jianzhi Zhao
- State Key Laboratory of Green Papermaking and Resource Recycling, School of Bioengineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| |
Collapse
|
3
|
Tang C, Shen T, Bai X, Wang Y, Zhang J, Kan Y, Li D, Yao L, Shi H. Improving Biosynthesis Efficiency of Nicotinamide Mononucleotide by ATP Recycling Engineering and Condition Optimization. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:11200-11208. [PMID: 40266008 DOI: 10.1021/acs.jafc.5c03017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/24/2025]
Abstract
Nicotinamide mononucleotide (NMN) is a very important bioactive nucleotide that is of great help to human health. However, its widespread application has been limited by its high production costs, especially the cost of the core substrates, coenzyme, and enzymes. In this study, the ADP/GDP-polyphosphate phosphotransferase RhPPK2 originating from Rhodobacter sphaeroides was successfully expressed in Escherichia coli with high-level solubility, and the enzyme activity in the lysate supernatant reached 21.9 ± 0.65 U/mL. And then, the temperature profiles, pH profiles, and kinetic parameters of purified reRhPPK2 were systematically characterized, which demonstrate its potential for application in enzymatic ATP regeneration systems. Furthermore, the introduction of reRhPPK2 for ATP regeneration significantly enhanced NMN production efficiency, achieving a 2.3-fold increase compared to the conventional ATP supplementation method. Finally, the production efficiency of NMN was further improved by a single-factor experiment and L9(34) orthogonal design, and the yield was up to 14.6 ± 0.51 g/L, about 5.4 times of the initial yield. This research substantially reduced NMN production costs and established a robust foundation for industrial-scale NMN production.
Collapse
Affiliation(s)
- Cunduo Tang
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Taisong Shen
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Xueyang Bai
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Yao Wang
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Jiashu Zhang
- College of Animal Science and Technology, Northwest A&F University, 3 Taicheng Road, Yangling, Shaanxi 712100, People's Republic of China
| | - Yunchao Kan
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Dandan Li
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Lunguang Yao
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
| | - Hongling Shi
- Henan Key Laboratory of Insect Biology, Henan Province Engineering Research Center of Insect Bioreactor, China-UK International Joint Laboratory for Insect Biology of Henan Province, Nanyang Normal University, 1638 Wolong Road, Nanyang, Henan 473061, People's Republic of China
- School of Bioengineering, Dalian University of Technology, 2 Linggong Road, Dalian, Liaoning 116024, People's Republic of China
| |
Collapse
|
4
|
Maharjan A, Singhvi M, Kim BS. Cell-free biocatalysis for co-production of nicotinamide mononucleotide and ethanol from Saccharomyces cerevisiae and recombinant Escherichia coli. Enzyme Microb Technol 2025; 184:110585. [PMID: 39813904 DOI: 10.1016/j.enzmictec.2025.110585] [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] [Received: 11/25/2024] [Revised: 01/10/2025] [Accepted: 01/10/2025] [Indexed: 01/18/2025]
Abstract
Cell-free enzyme systems have emerged as a promising approach for producing various biometabolites, offering several advantages over traditional whole-cell systems. This study presents an approach to producing nicotinamide mononucleotide (NMN) by combining a Saccharomyces cerevisiae cell-free enzyme with a recombinant Escherichia coli cell-free enzyme. The system leverages the ATP generated by yeast during ethanol fermentation to produce NMN in the presence of nicotinamide (NAM) as a substrate. The optimal cell-free enzyme concentration and substrate concentration were investigated to maximize NMN production. The results showed that combined cell-free enzymes led to increased NMN and ethanol yields, with a maximum production of 1.5 mM NMN (2.7-fold) and ethanol production of 0.45 g/L achieved (1.6-fold) compared to individual cell-free enzymes. Furthermore, the study demonstrated that the protein concentration affected NMN production, with optimal production achieved at 5 g/L. This study demonstrates the potential of integrating multiple metabolic pathways in a single cell-free system, paving the way for the development of more efficient and sustainable bioproduction processes.
Collapse
Affiliation(s)
- Anoth Maharjan
- Department of Chemical Engineering, Chungbuk National University, Cheongju, Chungbuk 28644, Republic of Korea; Bio-Evaluation Center, Korea Research Institute of Bioscience and Biotechnology, Cheongju, Chungbuk 28116, Republic of Korea
| | - Mamata Singhvi
- Department of Chemical Engineering, Chungbuk National University, Cheongju, Chungbuk 28644, Republic of Korea; Department of Biotechnology (with Jointly Merged Institute of Bioinformatics and Biotechnology), Savitribai Phule Pune University, Pune 411007, India
| | - Beom Soo Kim
- Department of Chemical Engineering, Chungbuk National University, Cheongju, Chungbuk 28644, Republic of Korea.
| |
Collapse
|
5
|
Kong L, Li X, Liu T, Yao Q, Qin J. Harnessing lactic acid bacteria for nicotinamide mononucleotide biosynthesis: a review of strategies and future directions. Front Microbiol 2024; 15:1492179. [PMID: 39735184 PMCID: PMC11681623 DOI: 10.3389/fmicb.2024.1492179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Accepted: 11/22/2024] [Indexed: 12/31/2024] Open
Abstract
Nicotinamide mononucleotide (NMN), one of the crucial precursors of nicotinamide adenine dinucleotide, has garnered considerable interest for its pharmacological and anti-aging effects, conferring potential health and economic benefits for humans. Lactic acid bacteria (LAB) are one of the most important probiotics, which is commonly used in the dairy industry. Due to its probiotic properties, it presents an attractive platform for food-grade NMN production. LAB have also been extensively utilized to enhance the functional properties of pharmaceuticals and cosmetics, making them promising candidates for large-scale up synthesis of NMN. This review provides an in-depth analysis of various metabolic engineering strategies, including enzyme optimization, pathway rewiring, and fermentation process enhancements, to increase NMN yields in LAB. It explores both CRISPR/Cas9 and traditional methods to manipulate key biosynthetic pathways. In particular, this study discussed future research directions, emphasizing the application of synthetic biology, systems biology, and AI-driven optimization to further enhance NMN production. It provides invaluable insights into developing scalable and industrially relevant processes for NMN production to meet the growing market demand.
Collapse
Affiliation(s)
- Linghui Kong
- School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Xinyu Li
- School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Taiyu Liu
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China
| | - Qingshou Yao
- School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Jiayang Qin
- School of Pharmacy, Binzhou Medical University, Yantai, China
| |
Collapse
|
6
|
Cheng F, Li KX, Wu SS, Liu HY, Li H, Shen Q, Xue YP, Zheng YG. Biosynthesis of Nicotinamide Mononucleotide: Synthesis Method, Enzyme, and Biocatalytic System. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:3302-3313. [PMID: 38330904 DOI: 10.1021/acs.jafc.3c09217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
Nicotinamide mononucleotide (NMN) has garnered substantial interest as a functional food product. Industrial NMN production relies on chemical methods, facing challenges in separation, purification, and regulatory complexities, leading to elevated prices. In contrast, NMN biosynthesis through fermentation or enzyme catalysis offers notable benefits like eco-friendliness, recyclability, and efficiency, positioning it as a primary avenue for future NMN synthesis. Enzymatic NMN synthesis encompasses the nicotinamide-initial route and nicotinamide ribose-initial routes. Key among these is nicotinamide riboside kinase (NRK), pivotal in the latter route. The NRK-mediated biosynthesis is emerging as a prominent trend due to its streamlined route, simplicity, and precise specificity. The essential aspect is to obtain an engineered NRK that exhibits elevated activity and robust stability. This review comprehensively assesses diverse NMN synthesis methods, offering valuable insights into efficient, sustainable, and economical production routes. It spotlights the emerging NRK-mediated biosynthesis pathway and its significance. The establishment of an adenosine triphosphate (ATP) regeneration system plays a pivotal role in enhancing NMN synthesis efficiency through NRK-catalyzed routes. The review aims to be a reference for researchers developing green and sustainable NMN synthesis, as well as those optimizing NMN production.
Collapse
Affiliation(s)
- Feng Cheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Ke-Xin Li
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Shan-Shan Wu
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Hai-Yun Liu
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Huan Li
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Qi Shen
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Ya-Ping Xue
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| | - Yu-Guo Zheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou 310014, P. R. China
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, P. R. China
- Engineering Research Center of Bioconversion and Biopurification of the Ministry of Education, Zhejiang University of Technology, Hangzhou, Zhejiang 310014, P. R. China
| |
Collapse
|
7
|
Peng F, Hong J, Cui J, An YN, Guo Q, Shen Q, Cheng F, Xue YP, Zheng YG. Improvement of an enzymatic cascade synthesis of nicotinamide mononucleotide via protein engineering and reaction-process reinforcement. Biotechnol J 2024; 19:e2300748. [PMID: 38403401 DOI: 10.1002/biot.202300748] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/17/2024] [Accepted: 01/23/2024] [Indexed: 02/27/2024]
Abstract
Enzymatic synthesis of β-nicotinamide mononucleotide (NMN) from D-ribose has garnered widespread attention due to its cheap material, the use of mild reaction conditions, and the ability to produce highly pure products with the desired optical properties. However, the overall NMN yield of this method is impeded by the low activity of rate-limiting enzymes. The ribose-phosphate diphosphokinase (PRS) and nicotinamide phosphoribosyltransferase (NAMPT), that control the rate of the reaction, were engineered to improve the reaction efficacy. The actives of mutants PRS-H150Q and NAMPT-Y15S were 334% and 57% higher than that of their corresponding wild-type enzymes, respectively. Furthermore, by adding pyrophosphatase, the byproduct pyrophosphate which can inhibit the activity of NAMPT was degraded, leading to a 6.72% increase in NMN yield. Following with reaction-process reinforcement, a high yield of 8.10 g L-1 NMN was obtained after 3 h of reaction, which was 56.86-fold higher than that of the stepwise reaction synthesis (0.14 g L-1 ), indicating that the in vitro enzymatic synthesis of NMN from D-ribose and niacinamide is an economical and feasible route.
Collapse
Affiliation(s)
- Feng Peng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Jian Hong
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Jie Cui
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Ya-Ni An
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Qian Guo
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Qi Shen
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Feng Cheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Ya-Ping Xue
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| | - Yu-Guo Zheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, PR China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of Education, Zhejiang University of Technology, Hangzhou, PR China
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, PR China
| |
Collapse
|