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Kang X, Yue XR, Wang CX, Wang JR, Zhao JN, Yang ZP, Fu QK, Wu CS, Hu W, Li YZ, Yue XJ. Ribosome engineering of Myxococcus xanthus for enhancing the heterologous production of epothilones. Microb Cell Fact 2024; 23:346. [PMID: 39725983 DOI: 10.1186/s12934-024-02627-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 12/17/2024] [Indexed: 12/28/2024] Open
Abstract
BACKGROUND Ribosome engineering is a semi-empirical technique used to select antibiotic-resistant mutants that exhibit altered secondary metabolism. This method has been demonstrated to effectively select mutants with enhanced synthesis of natural products in many bacterial species, including actinomycetes. Myxobacteria are recognized as fascinating producers of natural active products. However, it remains uncertain whether this technique is similarly effective in myxobacteria, especially for the heterologous production of epothilones in Myxococcus xanthus. RESULTS Antibiotics that target the ribosome and RNA polymerase (RNAP) were evaluated for ribosome engineering of the epothilone-producing strain M. xanthus ZE9. The production of epothilone was dramatically altered in different resistant mutants. We screened the mutants resistant to neomycin and rifampicin and found that the yield of epothilones in the resistant mutant ZE9N-R22 was improved by sixfold compared to that of ZE9. Our findings indicate that the improved growth of the mutants, the upregulation of epothilone biosynthetic genes, and specific mutations identified through genome re-sequencing may collectively contribute to the yield improvement. Ultimately, the total titer of epothilones achieved in a 10 L bioreactor reached 93.4 mg/L. CONCLUSIONS Ribosome engineering is an efficient approach to obtain M. xanthus strains with enhanced production of epothilones through various interference mechanisms. Here, we discuss the potential mechanisms of the semi-empirical method.
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Affiliation(s)
- Xu Kang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
- Taishan College, Shandong University, Jinan, 250100, China
| | - Xiao-Ran Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Chen-Xi Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Jia-Rui Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Jun-Ning Zhao
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Zhao-Peng Yang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Qin-Ke Fu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Chang-Sheng Wu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Wei Hu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China
| | - Xin-Jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237, People's Republic of China.
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Sourice M, Simmler C, Maresca M, Py B, Aubert C. Combining culture optimization and synthetic biology to improve production and detection of secondary metabolites in Myxococcus xanthus: application to myxoprincomide. Microbiol Spectr 2024; 12:e0174024. [PMID: 39431896 PMCID: PMC11619377 DOI: 10.1128/spectrum.01740-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 09/19/2024] [Indexed: 10/22/2024] Open
Abstract
Microbial secondary metabolites play crucial ecological roles in governing species interactions and contributing to their defense strategies. Their unique structures and potent bioactivities have been key in discovering antibiotics and anticancer drugs. Genome sequencing has undoubtedly revealed that myxobacteria constitute a huge reservoir of secondary metabolites as the well-known producers, actinomycetes. However, because most secondary metabolites are not produced in the laboratory context, the natural products from myxobacteria characterized to date represent only the tip of the iceberg. By combining the engineering of a dedicated Myxococcus xanthus DZ2 chassis strain with a two-step growth medium protocol, we provide a new approach called two-step Protocol for Resource Integration and Maximization-Biomolecules Overproduction and Optimal Screening Therapeutics (2PRIM-BOOST) for the production of non-ribosomal peptides synthetases (NRPS)/polyketides synthases (PKS) secondary metabolites from myxobacteria. We further show that the 2PRIM-BOOST strategy will facilitate the screening of secondary metabolites for biological activities of medical interest. As proof of concept, using a constitutive strong promoter, the myxoprincomide from M. xanthus DZ2 has been efficiently produced and its biosynthesis has been enhanced using the 2PRIM-BOOST approach, allowing the identification of new features of myxoprincomide. This strategy should allow the chances to produce and discover new NRPS, PKS, and mixed NRPS/PKS hybrid natural metabolites that are currently considered as cryptic and are the most represented in myxobacteria.IMPORTANCEMicrobial secondary metabolites are important in species interactions and are also a prolific source of drugs. Myxobacteria are ubiquitous soil-dwelling bacteria constituting a huge reservoir of secondary metabolites. However, because most of these molecules are not produced in the laboratory context, one can estimate that only one-tenth have been characterized to date. Here, we developed a new strategy called two-step Protocol for Resource Integration and Maximization-Biomolecules Overproduction and Optimal Screening Therapeutics (2PRIM-BOOST) that combines the engineering of a dedicated Myxococcus xanthus chassis strain together with growth medium optimization. By combining these strategies with the insertion of a constitutive promoter upstream the biosynthetic gene cluster (BGC), the production of myxoprincomide, a characterized low-produced secondary metabolite, was successfully and significantly increased. The 2PRIM-BOOST enriches the toolbox used to produce previously cryptic metabolites, unveil their ecological role, and provide new molecules of medical interest.
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Affiliation(s)
- Mathieu Sourice
- Laboratoire de Chimie Bactérienne, UMR7283, Centre National de la Recherche Scientifique, Aix-Marseille Université, IM2B, IMM, Marseille, France
| | - Charlotte Simmler
- Institut Méditerranéen de Biodiversité et d’Ecologie Marine et Continentale, UMR7263, Centre National de la Recherche Scientifique, Aix-Marseille Université, Marseille, France
| | - Marc Maresca
- Aix-Marseille Université, CNRS, Centrale Marseille, iSm2, Marseille, France
| | - Béatrice Py
- Laboratoire de Chimie Bactérienne, UMR7283, Centre National de la Recherche Scientifique, Aix-Marseille Université, IM2B, IMM, Marseille, France
| | - Corinne Aubert
- Laboratoire de Chimie Bactérienne, UMR7283, Centre National de la Recherche Scientifique, Aix-Marseille Université, IM2B, IMM, Marseille, France
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Yue XJ, Wang JR, Zhao JN, Pan Z, Li YZ. Determination of the chromosomal position effects for plug-and-play application in the Myxococcus xanthus chassis cells. Synth Syst Biotechnol 2024; 9:540-548. [PMID: 38680947 PMCID: PMC11046052 DOI: 10.1016/j.synbio.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 03/30/2024] [Accepted: 04/08/2024] [Indexed: 05/01/2024] Open
Abstract
The chromosomal position effect can significantly affect the transgene expression, which may provide an efficient strategy for the inauguration of alien genes in new hosts, but has been less explored rationally. The bacterium Myxococcus xanthus harbors a large circular high-GC genome, and the position effect in this chassis may result in a thousand-fold expression variation of alien natural products. In this study, we conducted transposon insertion at TA sites on the M. xanthus genome, and used enrichment and dilution indexes to respectively appraise high and low expression potentials of alien genes at insertion sites. The enrichment sites are characteristically distributed along the genome, and the dilution sites are overlapped well with the horizontal transfer genes. We experimentally demonstrated the enrichment sites as high expression integration sites (HEISs), and the dilution sites unsuitable for gene integration expression. This work highlights that HEISs are the plug-and-play sites for efficient expression of integrated genes.
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Affiliation(s)
- Xin-jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Jia-rui Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Jun-ning Zhao
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Zhuo Pan
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Yue-zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
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Wang CY, Hu JQ, Wang DG, Li YZ, Wu C. Recent advances in discovery and biosynthesis of natural products from myxobacteria: an overview from 2017 to 2023. Nat Prod Rep 2024; 41:905-934. [PMID: 38390645 DOI: 10.1039/d3np00062a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
Covering: 2017.01 to 2023.11Natural products biosynthesized by myxobacteria are appealing due to their sophisticated chemical skeletons, remarkable biological activities, and intriguing biosynthetic enzymology. This review aims to systematically summarize the advances in the discovery methods, new structures, and bioactivities of myxobacterial NPs reported in the period of 2017-2023. In addition, the peculiar biosynthetic pathways of several structural families are also highlighted.
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Affiliation(s)
- Chao-Yi Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, 266237 Qingdao, P.R. China.
| | - Jia-Qi Hu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, 266237 Qingdao, P.R. China.
| | - De-Gao Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, 266237 Qingdao, P.R. China.
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, 266237 Qingdao, P.R. China.
| | - Changsheng Wu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, 266237 Qingdao, P.R. China.
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Zhu L, Song Y, Ma S, Yang S. Heterologous production of 3-hydroxypropionic acid in Methylorubrum extorquens by introducing the mcr gene via a multi-round chromosomal integration system based on cre-lox71/lox66 and transposon. Microb Cell Fact 2024; 23:5. [PMID: 38172868 PMCID: PMC10763676 DOI: 10.1186/s12934-023-02275-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 12/14/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND AND AIM Reprogramming microorganisms to enhance the production of metabolites is a part of contemporary synthetic biology, which relies on the availability of genetic tools to successfully manipulate the bacteria. Methylorubrum extorquens AM1 is a platform microorganism used to convert C1 compounds into various value-added products. However, the repertoire of available plasmids to conveniently and quickly fine-tune the expression of multiple genes in this strain is extremely limited compared with other model microorganisms such as Escherichia coli. Thus, this study aimed to integrate existing technologies, such as transposon-mediated chromosomal integration and cre-lox-mediated recombination, to achieve the diversified expression of target genes through multiple chromosomal insertions in M. extorquens AM1. RESULTS A single plasmid toolkit, pSL-TP-cre-km, containing a miniHimar1 transposon and an inducible cre-lox71/lox66 system, was constructed and characterized for its multiple chromosomal integration capacity. A co-transcribed mcr-egfp cassette [for the production of 3-hydroxypropionic acid (3-HP) and a reporting green fluorescent protein] was added to construct pTP-cre-mcr-egfp for evaluating its utility in mediating the expression of heterologous genes, resulting in the production of 3-HP with a titer of 34.7-55.2 mg/L by two chromosomal integration copies. Furthermore, in association with the expression of plasmid-based mcr, 3-HP production increased to 65.5-92.4 mg/L. CONCLUSIONS This study used a multi-round chromosomal integration system based on cre-lox71/lox66 and a transposon to construct a single constructed vector. A heterologous mcr gene was introduced through this vector, and high expression of 3-hydroxypropionic acid was achieved in M. extorquens. This study provided an efficient genetic tool for manipulating M. extorquens, which not only help increase the expression of heterologous genes in M. extorquens but also provide a reference for strains lacking genetic manipulation vectors.
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Affiliation(s)
- Liping Zhu
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, School of Life Sciences, Qingdao Agricultural University, Qingdao, Shandong Province, People's Republic of China.
| | - Yazhen Song
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, School of Life Sciences, Qingdao Agricultural University, Qingdao, Shandong Province, People's Republic of China
| | - Shunan Ma
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, School of Life Sciences, Qingdao Agricultural University, Qingdao, Shandong Province, People's Republic of China
| | - Song Yang
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, School of Life Sciences, Qingdao Agricultural University, Qingdao, Shandong Province, People's Republic of China.
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin University, Tianjin, People's Republic of China.
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Yuan SF, Yue XJ, Hu WF, Wang Y, Li YZ. Genome-wide analysis of lipolytic enzymes and characterization of a high-tolerant carboxylesterase from Sorangium cellulosum. Front Microbiol 2023; 14:1304233. [PMID: 38111649 PMCID: PMC10725956 DOI: 10.3389/fmicb.2023.1304233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 11/17/2023] [Indexed: 12/20/2023] Open
Abstract
Microorganisms are important sources of lipolytic enzymes with characteristics for wide promising usages in the specific industrial biotechnology. The cellulolytic myxobacterium Sorangium cellulosum is rich of lipolytic enzymes in the genome, but little has been investigated. Here, we discerned 406 potential lipolytic enzymes in 13 sequenced S. cellulosum genomes. These lipolytic enzymes belonged to 12 families, and most are novel with low identities (14-37%) to those reported. We characterized a new carboxylesterase, LipB, from the alkaline-adaptive So0157-2. This enzyme, belonging to family VIII, hydrolyzed glyceryl tributyrate and p-nitrophenyl esters with short chain fatty acids (≤C12), and exhibited the highest activity against p-nitrophenyl butyrate. It retained over 50% of the activities in a broad temperature range (from 20°C to 60°C), alkaline conditions (pH 8.0-9.5), and the enzymatic activity was stable with methanol, ethanol and isopropanol, and stimulated significantly in the presence of 5 mM Ni2+. LipB also exhibited β-lactamase activity on nitrocefin, but not ampicillin, cefotaxime and imipenem. The bioinformatic analysis and specific enzymatic characteristics indicate that S. cellulosum is a promising resource to explore lipolytic enzymes for industrial adaptations.
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Affiliation(s)
| | - Xin-Jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | | | | | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
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Yue X, Sheng D, Zhuo L, Li YZ. Genetic manipulation and tools in myxobacteria for the exploitation of secondary metabolism. ENGINEERING MICROBIOLOGY 2023; 3:100075. [PMID: 39629250 PMCID: PMC11610982 DOI: 10.1016/j.engmic.2023.100075] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 12/07/2024]
Abstract
Myxobacteria are famous for their capacity for social behavior and natural product biosynthesis. The unique sociality of myxobacteria is not only an intriguing scientific topic but also the main limiting factor for their manipulation. After more than half a century of research, a series of genetic techniques for myxobacteria have been developed, rendering these mysterious bacteria manipulable. Here, we review the advances in genetic manipulation of myxobacteria, with a particular focus on the exploitation of secondary metabolism. We emphasize the necessity and urgency of constructing the myxobacterial chassis for synthetic biology research and the exploitation of untapped secondary metabolism.
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Affiliation(s)
- Xinjing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Duohong Sheng
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Li Zhuo
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao 266237, China
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Chen SB, Zhang H, Chen S, Ye XF, Li ZK, Liu WD, Cui ZL, Huang Y. Structural and Functional Characterization of a New Bacterial Dipeptidyl Peptidase III Involved in Fruiting Body Formation in Myxobacteria. Int J Mol Sci 2022; 24:631. [PMID: 36614072 PMCID: PMC9820243 DOI: 10.3390/ijms24010631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 12/24/2022] [Accepted: 12/27/2022] [Indexed: 12/31/2022] Open
Abstract
Dipeptidyl peptidase III (DPP III) is a zinc-dependent enzyme that specifically hydrolyzes dipeptides from the N-terminal of different-length peptides, and it is involved in a number of physiological processes. Here, DPP III with an atypical pentapeptide zinc binding motif (HELMH) was identified from Corallococcus sp. EGB. It was shown that the activity of recombined CoDPP III was optimal at 50 °C and pH 7.0 with high thermostability up to 60 °C. Unique to CoDPP III, the crystal structure of the ligand-free enzyme was determined as a dimeric and closed form. The relatively small inter-domain cleft creates a narrower entrance to the substrate binding site and the unfavorable binding of the bulky naphthalene ring. The ectopic expression of CoDPP III in M. xanthus DK1622 resulted in a 12 h head start in fruiting body development compared with the wild type. Additionally, the A-signal prepared from the starving DK1622-CoDPP III rescued the developmental defect of the asgA mutant, and the fruiting bodies were more numerous and closely packed. Our data suggested that CoDPP III played a role in the fruiting body development of myxobacteria through the accumulation of peptides and amino acids to act as the A-signal.
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Affiliation(s)
- Si-Bo Chen
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Han Zhang
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Si Chen
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Xian-Feng Ye
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Zhou-Kun Li
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Wei-Dong Liu
- Industrial Enzymes National Engineering Laboratory, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Zhong-Li Cui
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Yan Huang
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
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Gao Q, Deng S, Jiang T. Recent developments in the identification and biosynthesis of antitumor drugs derived from microorganisms. ENGINEERING MICROBIOLOGY 2022; 2:100047. [PMID: 39628704 PMCID: PMC11611020 DOI: 10.1016/j.engmic.2022.100047] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 08/31/2022] [Accepted: 09/02/2022] [Indexed: 12/06/2024]
Abstract
Secondary metabolites in microorganisms represent a resource for drug discovery and development. In particular, microbial-derived antitumor agents are in clinical use worldwide. Herein, we provide an overview of the development of classical antitumor drugs derived from microorganisms. Currently used drugs and drug candidates are comprehensively described in terms of pharmacological activities, mechanisms of action, microbial sources, and biosynthesis. We further discuss recent studies that have demonstrated the utility of gene-editing technologies and synthetic biology tools for the identification of new gene clusters, expansion of natural products, and elucidation of biosynthetic pathways. This review summarizes recent progress in the discovery and development of microbial-derived anticancer compounds with emphasis on biosynthesis.
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Affiliation(s)
- Qi Gao
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Helmholtz International Lab for Anti-Infectives, Shandong University–Helmholtz Institute of Biotechnology, Shandong University, Qingdao 266237, China
- School of Life Sciences, Shandong University, Qingdao 266237, China
| | - Sizhe Deng
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Helmholtz International Lab for Anti-Infectives, Shandong University–Helmholtz Institute of Biotechnology, Shandong University, Qingdao 266237, China
- School of Life Sciences, Shandong University, Qingdao 266237, China
| | - Tianyu Jiang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Helmholtz International Lab for Anti-Infectives, Shandong University–Helmholtz Institute of Biotechnology, Shandong University, Qingdao 266237, China
- Shenzhen Research Institute of Shandong University, Shenzhen 518000, Guangdong, China
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Wang Y, Yue XJ, Yuan SF, Hong Y, Hu WF, Li YZ. Internal Promoters and Their Effects on the Transcription of Operon Genes for Epothilone Production in Myxococcus xanthus. Front Bioeng Biotechnol 2021; 9:758561. [PMID: 34778232 PMCID: PMC8579030 DOI: 10.3389/fbioe.2021.758561] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 09/20/2021] [Indexed: 12/20/2022] Open
Abstract
The biosynthetic genes for secondary metabolites are often clustered into giant operons with no transcription terminator before the end. The long transcripts are frangible and the transcription efficiency declines along with the process. Internal promoters might occur in operons to coordinate the transcription of individual genes, but their effects on the transcription of operon genes and the yield of metabolites have been less investigated. Epothilones are a kind of antitumor polyketides synthesized by seven multifunctional enzymes encoded by a 56-kb operon. In this study, we identified multiple internal promoters in the epothilone operon. We performed CRISPR-dCas9–mediated transcription activation of internal promoters, combined activation of different promoters, and activation in different epothilone-producing M. xanthus strains. We found that activation of internal promoters in the operon was able to promote the gene transcription, but the activation efficiency was distinct from the activation of separate promoters. The transcription of genes in the operon was influenced by not only the starting promoter but also internal promoters of the operon; internal promoters affected the transcription of the following and neighboring upstream/downstream genes. Multiple interferences between internal promoters thus changed the transcriptional profile of operon genes and the production of epothilones. Better activation efficiency for the gene transcription and the epothilone production was obtained in the low epothilone-producing strains. Our results highlight that interactions between promoters in the operon are critical for the gene transcription and the metabolite production efficiency.
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Affiliation(s)
- Ye Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Xin-Jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Shu-Fei Yuan
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Yu Hong
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Wei-Feng Hu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
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Myxobacterial Genomics and Post-Genomics: A Review of Genome Biology, Genome Sequences and Related 'Omics Studies. Microorganisms 2021; 9:microorganisms9102143. [PMID: 34683464 PMCID: PMC8538405 DOI: 10.3390/microorganisms9102143] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/11/2021] [Accepted: 10/12/2021] [Indexed: 11/27/2022] Open
Abstract
Myxobacteria are fascinating and complex microbes. They prey upon other members of the soil microbiome by secreting antimicrobial proteins and metabolites, and will undergo multicellular development if starved. The genome sequence of the model myxobacterium Myxococcus xanthus DK1622 was published in 2006 and 15 years later, 163 myxobacterial genome sequences have now been made public. This explosion in genomic data has enabled comparative genomics analyses to be performed across the taxon, providing important insights into myxobacterial gene conservation and evolution. The availability of myxobacterial genome sequences has allowed system-wide functional genomic investigations into entire classes of genes. It has also enabled post-genomic technologies to be applied to myxobacteria, including transcriptome analyses (microarrays and RNA-seq), proteome studies (gel-based and gel-free), investigations into protein–DNA interactions (ChIP-seq) and metabolism. Here, we review myxobacterial genome sequencing, and summarise the insights into myxobacterial biology that have emerged as a result. We also outline the application of functional genomics and post-genomic approaches in myxobacterial research, highlighting important findings to emerge from seminal studies. The review also provides a comprehensive guide to the genomic datasets available in mid-2021 for myxobacteria (including 24 genomes that we have sequenced and which are described here for the first time).
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12
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Zhu LP, Song SZ, Yang S. Gene repression using synthetic small regulatory RNA in Methylorubrum extorquens. J Appl Microbiol 2021; 131:2861-2875. [PMID: 34021964 DOI: 10.1111/jam.15159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 05/07/2021] [Accepted: 05/18/2021] [Indexed: 12/11/2022]
Abstract
AIM Genetic tools are a prerequisite for engineering cell factories for synthetic biology and biotechnology. Methylorubrum extorquens is an important platform for a future one-carbon (C1) bioeconomy, but its application is currently limited by the availability of genetic tools. Small regulatory RNA (sRNA) is an important regulatory factor in bacteria and has been applied for gene repression in several strains. This study aimed to construct a synthetic sRNA system based on the MicC scaffold and the chaperone Hfq to control gene expression in M. extorquens. METHODS AND RESULTS Initially, the exogenous lacZ gene was transposed into the M. extorquens chromosome as a reporter, and corresponding β-galactosidase was measured to assess the knockdown efficiency of lacZ. A synthetic sRNA containing a 24-nt antisense RNA targeting lacZ and an Escherichia coli MicC scaffold were constructed, and different Hfqs from E. coli, M. extorquens AM1 and PA1 were further identified. The results showed that the expression of endogenous hfqs from the chromosome in M. extorquens strains was inadequate, and only when it was overexpressed via the plasmid did the colonies show a colour change and a corresponding decrease in β-galactosidase expression. More specifically, M. extorquens strains with overexpressing their own Hfq showed the best gene repression efficiency. Furthermore, this E. coli MicC scaffold and AM1 Hfq system were combined to knock down crtI gene expression in AM1, leading to an 86% decrease in carotenoid production (0·09 mg g-1 ) compared to that (0·65 mg g-1 ) in the wild-type strain. CONCLUSION A functional synthetic sRNA system combined with E. coli MicC and endogenous Hfq was constructed in M. extorquens strains, which was able to interfere with the target crtI gene and reduce carotenoid production. SIGNIFICANCE AND IMPACT OF THE STUDY The synthetic sRNA system reported in this study provides a genetic tool for the manipulation of M. extorquens. The present findings might be helpful for achieving high-throughput gene knockdown expression.
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Affiliation(s)
- L-P Zhu
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, and School of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - S-Z Song
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, and School of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - S Yang
- Shandong Province Key Laboratory of Applied Mycology, Qingdao International Center on Microbes Utilizing Biogas, and School of Life Sciences, Qingdao Agricultural University, Qingdao, China.,Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin University, Tianjin, China
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13
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Yu Y, Wang H, Tang B, Liang J, Zhang L, Wang H, Bian X, Li YZ, Zhang Y, Zhao GP, Ding X. Reassembly of the Biosynthetic Gene Cluster Enables High Epothilone Yield in Engineered Schlegelella brevitalea. ACS Synth Biol 2020; 9:2009-2022. [PMID: 32603592 DOI: 10.1021/acssynbio.0c00100] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Epothilones, as a new class of microtubule-stabilizing anticancer drugs, exhibit strong bioactivity against taxane-resistant cells and show clinical activity for the treatment of advanced breast cancer. Additionally, they also show great potential for a central nervous system injury and Alzheimer's disease. However, due to the long fermentation period of the original producer and challenges of genetic engineering of nonribosomal peptide/polyketide (NRP/PK) megasynthase genes, the application of epothilones is severely limited. Here, we addressed these problems by reassembling a novel 56-kb epothilone biosynthetic gene cluster, optimizing the promoter of each gene based on RNA-seq profiling, and completing precursor synthetic pathways in engineered Schlegella brevitalea. Furthermore, we debottlenecked the cell autolysis by optimizing culture conditions. Finally, the yield of epothilones in shake flasks was improved to 82 mg/L in six-day fermentation. Overall, we not only constructed epothilone overproducers for further drug development but also provided a rational strategy for high-level NRP/PK compound production.
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Affiliation(s)
- Yucong Yu
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
| | - Huimin Wang
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
| | - Biao Tang
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
- Institute of Quality and Standard for Agro-products, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, People’s Republic of China
| | - Junheng Liang
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
| | - Lin Zhang
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
| | - Hongkuan Wang
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Biodiversity Sciences and Ecological Engineering, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, People’s Republic of China
| | - Xiaoying Bian
- Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, School of Life Sciences, Shandong University, Qingdao, Shandong 266237, People’s Republic of China
| | - Yue-zhong Li
- Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, School of Life Sciences, Shandong University, Qingdao, Shandong 266237, People’s Republic of China
| | - Youming Zhang
- Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, School of Life Sciences, Shandong University, Qingdao, Shandong 266237, People’s Republic of China
| | - Guo-ping Zhao
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
- CAS Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200032, People’s Republic of China
| | - Xiaoming Ding
- Collaborative Innovation Center for Genetics and Development, State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, 200438, People’s Republic of China
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Ye W, Liu T, Zhu M, Zhang W, Huang Z, Li S, Li H, Kong Y, Chen Y. An Easy and Efficient Strategy for the Enhancement of Epothilone Production Mediated by TALE-TF and CRISPR/dcas9 Systems in Sorangium cellulosum. Front Bioeng Biotechnol 2019; 7:334. [PMID: 32039165 PMCID: PMC6988809 DOI: 10.3389/fbioe.2019.00334] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 10/30/2019] [Indexed: 11/23/2022] Open
Abstract
Epothilones are a kind of macrolides with strong cytotoxicity toward cancer cells and relatively lower side effects compared with taxol. Epothilone B derivate ixabepilone has been used for the clinical treatment of advanced breast cancer. However, the low yield of epothilones and the difficulty in the genetic manipulation of Sorangium cellulosum limited their wider application. Transcription activator-like effectors-Trancriptional factor (TALE-TF)-VP64 and clustered regularly interspaced short palindromic repeats (CRISPR)/dCas9-VP64 have been demonstrated as effective systems for the transcriptional improvement. In this study, a promoter for the epothilone biosynthesis cluster was obtained and the function has been verified. The TALE-TF-VP64 and CRISPR/dcas9-VP64 target P3 promoter were electroporated into S. cellulosum strain So ce M4, and the transcriptional levels of epothilone biosynthesis-related genes were significantly upregulated. The yield of epothilone B was improved by 2.89- and 1.53-fold by the introduction of recombinant TALE-TF-VP64-P3 and dCas9-VP64-P3 elements into So ce M4, respectively. The epothilone D yield was also improved by 1.12- and 2.18-fold in recombinant dCas9-So ce M4 and TALE-VP64 strains, respectively. The transcriptional regulation mechanism of TALE-TF-VP64 and the competition mechanism with endogenous transcriptional factor were investigated by electrophoretic mobility shift assay (EMSA) and chromatin immunoprecipitation (ChIP), demonstrating the combination of the P3 promoter and TALE-TF element and the competition between TALE-TF and endogenous transcriptional protein. This is the first report on the transcriptional regulation of the epothilone biosynthetic gene cluster in S. cellulosum using the TALE-TF and dCas9-VP64 systems, and the regulatory mechanism of the TALE-TF system for epothilone biosynthesis in S. cellulosum was also firstly revealed, thus shedding light on the metabolic engineering of S. cellulosum to improve epothilone yields substantially and promoting the application of epothilones in the biomedical industry.
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Affiliation(s)
- Wei Ye
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Taomei Liu
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Muzi Zhu
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Weimin Zhang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Zilei Huang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Saini Li
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Haohua Li
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Yali Kong
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Yuchan Chen
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
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15
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Zhang JJ, Tang X, Moore BS. Genetic platforms for heterologous expression of microbial natural products. Nat Prod Rep 2019; 36:1313-1332. [PMID: 31197291 PMCID: PMC6750982 DOI: 10.1039/c9np00025a] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Covering: 2005 up to 2019Natural products are of paramount importance in human medicine. Not only are most antibacterial and anticancer drugs derived directly from or inspired by natural products, many other branches of medicine, such as immunology, neurology, and cardiology, have similarly benefited from natural product-based drugs. Typically, the genetic material required to synthesize a microbial specialized product is arranged in a multigene biosynthetic gene cluster (BGC), which codes for proteins associated with molecule construction, regulation, and transport. The ability to connect natural product compounds to BGCs and vice versa, along with ever-increasing knowledge of biosynthetic machineries, has spawned the field of genomics-guided natural product genome mining for the rational discovery of new chemical entities. One significant challenge in the field of natural product genome mining is how to rapidly link orphan biosynthetic genes to their associated chemical products. This review highlights state-of-the-art genetic platforms to identify, interrogate, and engineer BGCs from diverse microbial sources, which can be broken into three stages: (1) cloning and isolation of genomic loci, (2) heterologous expression in a host organism, and (3) genetic manipulation of cloned pathways. In the future, we envision natural product genome mining will be rapidly accelerated by de novo DNA synthesis and refactoring of whole biosynthetic pathways in combination with systematic heterologous expression methodologies.
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Affiliation(s)
- Jia Jia Zhang
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California at San Diego, La Jolla, California, USA.
| | - Xiaoyu Tang
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California at San Diego, La Jolla, California, USA.
| | - Bradley S Moore
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California at San Diego, La Jolla, California, USA. and Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego, La Jolla, California, USA
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16
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Whole transcriptome analysis and gene deletion to understand the chloramphenicol resistance mechanism and develop a screening method for homologous recombination in Myxococcus xanthus. Microb Cell Fact 2019; 18:123. [PMID: 31291955 PMCID: PMC6617876 DOI: 10.1186/s12934-019-1172-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Accepted: 07/02/2019] [Indexed: 11/23/2022] Open
Abstract
Background Myxococcus xanthus DK1622 is a model system for studying multicellular development, predation, cellular differentiation, and evolution. Furthermore, it is a rich source of novel secondary metabolites and is widely used as heterologous expression host of exogenous biosynthetic gene clusters. For decades, genetic modification of M. xanthus DK1622 has mainly relied on kanamycin and tetracycline selection systems. Results Here, we introduce an alternative selection system based on chloramphenicol (Cm) to broaden the spectrum of available molecular tools. A chloramphenicol-resistant growth phase and a chloramphenicol-susceptible growth phase before and after chloramphenicol-induction were prepared, and later sequenced to identify specific genes related to chloramphenicol-repercussion and drug-resistance. A total of 481 differentially expressed genes were revealed in chloramphenicol-resistant Cm5_36h and 1920 differentially expressed genes in chloramphenicol-dormant Cm_8h. Moreover, the gene expression profile in the chloramphenicol-dormant strain Cm_8h was quite different from that of Cm5_36 which had completely adapted to Cm, and 1513 differentially expression genes were identified between these two phenotypes. Besides upregulated acetyltransferases, several transporter encoding genes, including ABC transporters, major facilitator superfamily transporters (MFS), resistance-nodulation-cell division (RND) super family transporters and multidrug and toxic compound extrusion family transporters (MATE) were found to be involved in Cm resistance. After the knockout of the most highly upregulated MXAN_2566 MFS family gene, mutant strain DK-2566 was proved to be sensitive to Cm by measuring the growth curve in the Cm-added condition. A plasmid with a Cm resistance marker was constructed and integrated into chromosomes via homologous recombination and Cm screening. The integration efficiency was about 20% at different concentrations of Cm. Conclusions This study provides a new antibiotic-based selection system, and will help to understand antibiotic resistance mechanisms in M. xanthus DK1622. Electronic supplementary material The online version of this article (10.1186/s12934-019-1172-3) contains supplementary material, which is available to authorized users.
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17
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Cook TB, Pfleger BF. Leveraging synthetic biology for producing bioactive polyketides and non-ribosomal peptides in bacterial heterologous hosts. MEDCHEMCOMM 2019; 10:668-681. [PMID: 31191858 PMCID: PMC6540960 DOI: 10.1039/c9md00055k] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 04/06/2019] [Indexed: 12/14/2022]
Abstract
Bacteria have historically been a rich source of natural products (e.g. polyketides and non-ribosomal peptides) that possess medically-relevant activities. Despite extensive discovery programs in both industry and academia, a plethora of biosynthetic pathways remain uncharacterized and the corresponding molecular products untested for potential bioactivities. This knowledge gap comes in part from the fact that many putative natural product producers have not been cultured in conventional laboratory settings in which the corresponding products are produced at detectable levels. Next-generation sequencing technologies are further increasing the knowledge gap by obtaining metagenomic sequence information from complex communities where production of the desired compound cannot be isolated in the laboratory. For these reasons, many groups are turning to synthetic biology to produce putative natural products in heterologous hosts. This strategy depends on the ability to heterologously express putative biosynthetic gene clusters and produce relevant quantities of the corresponding products. Actinobacteria remain the most abundant source of natural products and the most promising heterologous hosts for natural product discovery and production. However, researchers are discovering more natural products from other groups of bacteria, such as myxobacteria and cyanobacteria. Therefore, phylogenetically similar heterologous hosts have become promising candidates for synthesizing these novel molecules. The downside of working with these microbes is the lack of well-characterized genetic tools for optimizing expression of gene clusters and product titers. This review examines heterologous expression of natural product gene clusters in terms of the motivations for this research, the traits desired in an ideal host, tools available to the field, and a survey of recent progress.
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Affiliation(s)
- Taylor B Cook
- Department of Chemical and Biological Engineering , University of Wisconsin-Madison , 1415 Engineering Dr. Room 3629 , Madison , WI 53706 , USA .
| | - Brian F Pfleger
- Department of Chemical and Biological Engineering , University of Wisconsin-Madison , 1415 Engineering Dr. Room 3629 , Madison , WI 53706 , USA .
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18
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Huo L, Hug JJ, Fu C, Bian X, Zhang Y, Müller R. Heterologous expression of bacterial natural product biosynthetic pathways. Nat Prod Rep 2019. [DOI: 10.1039/c8np00091c [epub ahead of print]] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The review highlights the 2013–2018 literature on the heterologous expression of bacterial natural product biosynthetic pathways and emphasises new techniques, heterologous hosts, and novel chemistry.
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Affiliation(s)
- Liujie Huo
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Joachim J. Hug
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
| | - Chengzhang Fu
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
| | - Xiaoying Bian
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Youming Zhang
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Rolf Müller
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
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Huo L, Hug JJ, Fu C, Bian X, Zhang Y, Müller R. Heterologous expression of bacterial natural product biosynthetic pathways. Nat Prod Rep 2019; 36:1412-1436. [DOI: 10.1039/c8np00091c] [Citation(s) in RCA: 127] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The review highlights the 2013–2018 literature on the heterologous expression of bacterial natural product biosynthetic pathways and emphasises new techniques, heterologous hosts, and novel chemistry.
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Affiliation(s)
- Liujie Huo
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Joachim J. Hug
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
| | - Chengzhang Fu
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
| | - Xiaoying Bian
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Youming Zhang
- Helmholtz International Laboratory
- State Key Laboratory of Microbial Technology
- Shandong University
- Qingdao 266237
- P. R. China
| | - Rolf Müller
- Helmholtz International Laboratory
- Department of Microbial Natural Products (MINS)
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)
- Helmholtz Centre for Infection Research (HZI)
- 66123 Saarbrücken
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20
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Yang YJ, Singh RP, Lan X, Zhang CS, Li YZ, Li YQ, Sheng DH. Genome Editing in Model Strain Myxococcus xanthus DK1622 by a Site-Specific Cre/loxP Recombination System. Biomolecules 2018; 8:biom8040137. [PMID: 30404219 PMCID: PMC6316027 DOI: 10.3390/biom8040137] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 10/24/2018] [Accepted: 10/25/2018] [Indexed: 11/17/2022] Open
Abstract
Myxococcus xanthus DK1622 is a rich source of novel secondary metabolites, and it is often used as an expression host of exogenous biosynthetic gene clusters. However, the frequency of obtaining large genome-deletion variants by using traditional strategies is low, and progenies generated by homologous recombination contain irregular deletions. The present study aims to develop an efficient genome-engineering system for this bacterium based on the Cre/loxP system. We first verified the functionality of the native cre system that was integrated into the chromosome with an inducible promoter PcuoA. Then we assayed the deletion frequency of 8-bp-spacer-sequence mutants in loxP by Cre recombinase which was expressed by suicide vector pBJ113 or self-replicative vector pZJY41. It was found that higher guanine content in a spacer sequence had higher deletion frequency, and the self-replicative vector was more suitable for the Cre/loxP system, probably due to the leaky expression of inducible promoter PcuoA. We also inspected the effects of different antibiotics and the native or synthetic cre gene. Polymerase chain reaction (PCR) and sequencing of new genome joints confirmed that the Cre/loxP system was able to delete a 466 kb fragment in M. xanthus. This Cre/loxP-mediated recombination could serve as an alternative genetic manipulation method.
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Affiliation(s)
- Ying-Jie Yang
- State Key Laboratory of Microbial Technology, Microbiology Technology Institute, Shandong University, Qingdao 266237, China.
- Marine Agriculture Research Center, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao 266101, China.
| | - Raghvendra Pratap Singh
- State Key Laboratory of Microbial Technology, Microbiology Technology Institute, Shandong University, Qingdao 266237, China.
- Research and Development Department, Biotechnology, Uttaranchal University, Dehradun 248007, India.
| | - Xin Lan
- Department of Bio-Chemistry, Qingdao Technical College, Qingdao 266555, China.
| | - Cheng-Sheng Zhang
- Marine Agriculture Research Center, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao 266101, China.
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Microbiology Technology Institute, Shandong University, Qingdao 266237, China.
| | - Yi-Qiang Li
- Marine Agriculture Research Center, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao 266101, China.
| | - Duo-Hong Sheng
- State Key Laboratory of Microbial Technology, Microbiology Technology Institute, Shandong University, Qingdao 266237, China.
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21
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Yue XJ, Cui XW, Zhang Z, Hu WF, Li ZF, Zhang YM, Li YZ. Effects of transcriptional mode on promoter substitution and tandem engineering for the production of epothilones in Myxococcus xanthus. Appl Microbiol Biotechnol 2018; 102:5599-5610. [PMID: 29705958 PMCID: PMC5999154 DOI: 10.1007/s00253-018-9023-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/11/2018] [Accepted: 04/13/2018] [Indexed: 10/25/2022]
Abstract
Promoter optimization is an economical and effective approach to overexpress heterologous genes and improve the biosynthesis of valuable products. In this study, we swapped the original promoter of the epothilone biosynthetic gene cluster in Myxococcus xanthus with two endogenous strong promoters P pilA and P groEL1 , respectively, which, however, decreased the epothilone production ability. The transcriptional abilities by the two promoters were found to be bloomed in the growth stage but markedly decreased after the growth, whereas the original promoter P epo functioned majorly after the exponential growth stage. Tandem repeat engineering on the original promoter P epo remarkably increased epothilone production. The tandem promoter exerted similar expressional pattern as P epo did in M. xanthus. We demonstrated that differential transcriptional modes markedly affected the efficiency of promoters in controlling the gene expressions for the production of the secondary metabolite epothilones. Our study provides an insight into exploiting powerful promoters to produce valuable secondary metabolites, especially in host with limited known promoters.
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Affiliation(s)
- Xin-jing Yue
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Xiao-wen Cui
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Zheng Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Wei-feng Hu
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Zhi-feng Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - You-ming Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Yue-zhong Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
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22
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Peng R, Wang Y, Feng WW, Yue XJ, Chen JH, Hu XZ, Li ZF, Sheng DH, Zhang YM, Li YZ. CRISPR/dCas9-mediated transcriptional improvement of the biosynthetic gene cluster for the epothilone production in Myxococcus xanthus. Microb Cell Fact 2018; 17:15. [PMID: 29378572 PMCID: PMC5787926 DOI: 10.1186/s12934-018-0867-1] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 01/19/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The CRISPR/dCas9 system is a powerful tool to activate the transcription of target genes in eukaryotic or prokaryotic cells, but lacks assays in complex conditions, such as the biosynthesis of secondary metabolites. RESULTS In this study, to improve the transcription of the heterologously expressed biosynthetic genes for the production of epothilones, we established the CRISPR/dCas9-mediated activation technique in Myxococcus xanthus and analyzed some key factors involving in the CRISPR/dCas9 activation. We firstly optimized the cas9 codon to fit the M. xanthus cells, mutated the gene to inactivate the nuclease activity, and constructed the dCas9-activator system in an epothilone producer. We compared the improvement efficiency of different sgRNAs on the production of epothilones and the expression of the biosynthetic genes. We also compared the improvement effects of different activator proteins, the ω and α subunits of RNA polymerase, and the sigma factors σ54 and CarQ. By using a copper-inducible promoter, we determined that higher expressions of dCas9-activator improved the activation effects. CONCLUSIONS Our results showed that the CRISPR/dCas-mediated transcription activation is a simple and broadly applicable technique to improve the transcriptional efficiency for the production of secondary metabolites in microorganisms. This is the first time to construct the CRISPR/dCas9 activation system in myxobacteria and the first time to assay the CRISPR/dCas9 activations for the biosynthesis of microbial secondary metabolites.
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Affiliation(s)
- Ran Peng
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
- State Key Laboratory of Bioactive Substances and Functions of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, 100050 China
| | - Ye Wang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Wan-wan Feng
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Xin-jing Yue
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Jiang-he Chen
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Xiao-zhuang Hu
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Zhi-feng Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Duo-hong Sheng
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - You-ming Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
| | - Yue-zhong Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 China
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23
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Anzai IA, Shaket L, Adesina O, Baym M, Barstow B. Rapid curation of gene disruption collections using Knockout Sudoku. Nat Protoc 2017; 12:2110-2137. [DOI: 10.1038/nprot.2017.073] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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24
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Yang YJ, Wang Y, Li ZF, Gong Y, Zhang P, Hu WC, Sheng DH, Li YZ. Increasing on-target cleavage efficiency for CRISPR/Cas9-induced large fragment deletion in Myxococcus xanthus. Microb Cell Fact 2017; 16:142. [PMID: 28814300 PMCID: PMC5559782 DOI: 10.1186/s12934-017-0758-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 08/09/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The CRISPR/Cas9 system is a powerful tool for genome editing, in which the sgRNA binds and guides the Cas9 protein for the sequence-specific cleavage. The protocol is employable in different organisms, but is often limited by cell damage due to the endonuclease activity of the introduced Cas9 and the potential off-target DNA cleavage from incorrect guide by the 20 nt spacer. RESULTS In this study, after resolving some critical limits, we have established an efficient CRISPR/Cas9 system for the deletion of large genome fragments related to the biosynthesis of secondary metabolites in Myxococcus xanthus cells. We revealed that the high expression of a codon-optimized cas9 gene in M. xanthus was cytotoxic, and developed a temporally high expression strategy to reduce the cell damage from high expressions of Cas9. We optimized the deletion protocol by using the tRNA-sgRNA-tRNA chimeric structure to ensure correct sgRNA sequence. We found that, in addition to the position-dependent nucleotide preference, the free energy of a 20 nt spacer was a key factor for the deletion efficiency. CONCLUSIONS By using the developed protocol, we achieved the CRISPR/Cas9-induced deletion of large biosynthetic gene clusters for secondary metabolites in M. xanthus DK1622 and its epothilone-producing mutant. The findings and the proposals described in this paper were suggested to be workable in other organisms, for example, other Gram negative bacteria with high GC content.
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Affiliation(s)
- Ying-jie Yang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Ye Wang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Zhi-feng Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Ya Gong
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Peng Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Wen-chao Hu
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Duo-hong Sheng
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
| | - Yue-zhong Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100 People’s Republic of China
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25
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Bian X, Tang B, Yu Y, Tu Q, Gross F, Wang H, Li A, Fu J, Shen Y, Li YZ, Stewart AF, Zhao G, Ding X, Müller R, Zhang Y. Heterologous Production and Yield Improvement of Epothilones in Burkholderiales Strain DSM 7029. ACS Chem Biol 2017; 12:1805-1812. [PMID: 28467833 DOI: 10.1021/acschembio.7b00097] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The cloning of microbial natural product biosynthetic gene clusters and their heterologous expression in a suitable host have proven to be a feasible approach to improve the yield of valuable natural products and to begin mining cryptic natural products in microorganisms. Myxobacteria are a prolific source of novel bioactive natural products with only limited choices of heterologous hosts that have been exploited. Here, we describe the use of Burkholderiales strain DSM 7029 as a potential heterologous host for the functional expression of myxobacterial secondary metabolites. Using a newly established electroporation procedure, the 56 kb epothilone biosynthetic gene cluster from the myxobacterium Sorangium cellulosum was introduced into the chromosome of strain DSM 7029 by transposition. Production of epothilones A, B, C, and D was detected despite their yields being low. Optimization of the medium, introduction of the exogenous methylmalonyl-CoA biosynthetic pathway, and overexpression of rare tRNA genes resulted in an approximately 75-fold increase in the total yields of epothilones to 307 μg L-1. These results show that strain DSM 7029 has the potential to produce epothilones with reasonable titers and might be a broadly applicable host for the heterologous expression of other myxobacterial polyketide synthases and nonribosomal peptide synthetases, expediting the process of genome mining.
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Affiliation(s)
- Xiaoying Bian
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
- Department
of Microbial Natural Products, Helmholtz Institute for Pharmaceutical Research, Helmholtz Centre for Infection Research and Saarland University, 66123 Saarbrücken, Germany
| | - Biao Tang
- Collaborative
Innovation Center for Genetics and Development, State Key Laboratory
of Genetic Engineering, Department of Microbiology, School of Life
Sciences, Fudan University, Shanghai 200433, China
| | - Yucong Yu
- Collaborative
Innovation Center for Genetics and Development, State Key Laboratory
of Genetic Engineering, Department of Microbiology, School of Life
Sciences, Fudan University, Shanghai 200433, China
| | - Qiang Tu
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
- Department
of Microbial Natural Products, Helmholtz Institute for Pharmaceutical Research, Helmholtz Centre for Infection Research and Saarland University, 66123 Saarbrücken, Germany
| | - Frank Gross
- Genomics,
Biotechnology Center, Technische Universität Dresden, Dresden 01062, Germany
| | - Hailong Wang
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
| | - Aiying Li
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
| | - Jun Fu
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
- Genomics,
Biotechnology Center, Technische Universität Dresden, Dresden 01062, Germany
| | - Yuemao Shen
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
| | - Yue-zhong Li
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
| | - A. Francis Stewart
- Genomics,
Biotechnology Center, Technische Universität Dresden, Dresden 01062, Germany
| | - Guoping Zhao
- Collaborative
Innovation Center for Genetics and Development, State Key Laboratory
of Genetic Engineering, Department of Microbiology, School of Life
Sciences, Fudan University, Shanghai 200433, China
- CAS
Key Laboratory of Synthetic Biology, Institute of Plant Physiology
and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Xiaoming Ding
- Collaborative
Innovation Center for Genetics and Development, State Key Laboratory
of Genetic Engineering, Department of Microbiology, School of Life
Sciences, Fudan University, Shanghai 200433, China
| | - Rolf Müller
- Department
of Microbial Natural Products, Helmholtz Institute for Pharmaceutical Research, Helmholtz Centre for Infection Research and Saarland University, 66123 Saarbrücken, Germany
| | - Youming Zhang
- Shandong
University−Helmholtz Institute of Biotechnology, State Key
Laboratory of Microbial Technology, School of Life Science, Shandong University, Qingdao 266235, China
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26
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Yue XJ, Cui XW, Zhang Z, Peng R, Zhang P, Li ZF, Li YZ. A bacterial negative transcription regulator binding on an inverted repeat in the promoter for epothilone biosynthesis. Microb Cell Fact 2017; 16:92. [PMID: 28535774 PMCID: PMC5442856 DOI: 10.1186/s12934-017-0706-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 05/15/2017] [Indexed: 12/29/2022] Open
Abstract
Background Microbial secondary metabolism is regulated by a complex and mostly-unknown network of global and pathway-specific regulators. A dozen biosynthetic gene clusters for secondary metabolites have been reported in myxobacteria, but a few regulation factors have been identified. Results We identified a transcription regulator Esi for the biosynthesis of epothilones. Inactivation of esi promoted the epothilone production, while overexpression of the gene suppressed the production. The regulation was determined to be resulted from the transcriptional changes of epothilone genes. Esi was able to bind, probably via the N-terminus of the protein, to an inverted repeat sequence in the promoter of the epothilone biosynthetic gene cluster. The Esi-homologous sequences retrieved from the RefSeq database are all of the Proteobacteria. However, the Esi regulation is not universal in myxobacteria, because the esi gene exists only in a few myxobacterial genomes. Conclusions Esi binds to the epothilone promoter and down-regulates the transcriptional level of the whole gene cluster to affect the biosynthesis of epothilone. This is the first transcription regulator identified for epothilone biosynthesis. Electronic supplementary material The online version of this article (doi:10.1186/s12934-017-0706-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Xin-Jing Yue
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Xiao-Wen Cui
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Zheng Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Ran Peng
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Peng Zhang
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Zhi-Feng Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, School of Life Science, Shandong University, Jinan, 250100, China.
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