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Sword TT, Barker JW, Spradley M, Chen Y, Petzold CJ, Bailey CB. Expression of blue pigment synthetase a from Streptomyces lavenduale reveals insights on the effects of refactoring biosynthetic megasynthases for heterologous expression in Escherichia coli. Protein Expr Purif 2023; 210:106317. [PMID: 37286066 DOI: 10.1016/j.pep.2023.106317] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/24/2023] [Accepted: 06/04/2023] [Indexed: 06/09/2023]
Abstract
High GC bacteria from the genus Streptomyces harbor expansive secondary metabolism. The expression of biosynthetic proteins and the characterization and identification of biological "parts" for synthetic biology purposes from such pathways are of interest. However, the high GC content of proteins from actinomycetes in addition to the large size and multi-domain architecture of many biosynthetic proteins (such as non-ribosomal peptide synthetases; NRPSs, and polyketide synthases; PKSs often called "megasynthases") often presents issues with full-length translation and folding. Here we evaluate a non-ribosomal peptide synthetase (NRPS) from Streptomyces lavenduale, a multidomain "megasynthase" gene that comes from a high GC (72.5%) genome. While a preliminary step in revealing differences, to our knowledge this presents the first head-to-head comparison of codon-optimized sequences versus a native sequence of proteins of streptomycete origin heterologously expressed in E. coli. We found that any disruption in co-translational folding from codon mismatch that reduces the titer of indigoidine is explainable via the formation of more inclusion bodies as opposed to compromising folding or posttranslational modification in the soluble fraction. This result supports that one could apply any refactoring strategies that improve soluble expression in E. coli without concern that the protein that reaches the soluble fraction is differentially folded.
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Affiliation(s)
- Tien T Sword
- Department of Chemistry University of Tennessee-Knoxville, Knoxville, TN, USA
| | - J William Barker
- Department of Chemistry University of Tennessee-Knoxville, Knoxville, TN, USA
| | - Madeline Spradley
- Department of Biochemistry, Cellular, and Molecular Biology, University of Tennessee-Knoxville, Knoxville, TN, USA
| | - Yan Chen
- Biological and Systems Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA; Joint BioEnergy Institute, Emeryville, CA, USA
| | - Christopher J Petzold
- Biological and Systems Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA; Joint BioEnergy Institute, Emeryville, CA, USA
| | - Constance B Bailey
- Department of Chemistry University of Tennessee-Knoxville, Knoxville, TN, USA.
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Schröder M, Roß T, Hemmerling F, Hahn F. Studying a Bottleneck of Multimodular Polyketide Synthase Processing: the Polyketide Structure-Dependent Performance of Ketoreductase Domains. ACS Chem Biol 2022; 17:1030-1037. [PMID: 35412301 DOI: 10.1021/acschembio.2c00047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Ketoreductases (KRs) are canonical domains of type I polyketide synthases (PKSs). They stereoselectively reduce ACP-bound β-ketothioester intermediates and are responsible for a large part of the stereocenters in reduced polyketides. Albeit essential for the understanding and engineering of PKS, the specific effects of altering the polyketide part of KR precursors on their performance has rarely been studied. We present investigations on the substrate-dependent performance of six isolated KR domains using a library of structurally diverse surrogates for PKS thioester intermediates. A pronounced correlation between the polyketide structure and the KR performance was observed with activity and stereoselectivity diminishing with growing deviation from the natural KR precursor structure. The extent of this decrease and the profile of arising side products was characteristic for the individual KRs. Our results reinforce the importance of structure-KR performance relationships and suggest extended studies with isolated domains and whole PKS modules.
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Affiliation(s)
- Marius Schröder
- Professur für Organische Chemie (Lebensmittelchemie), Fakultät für Biologie, Chemie und Geowissenschaften, Department of Chemistry, Universität Bayreuth, 95447 Bayreuth, Germany
- Biomolekulares Wirkstoffzentrum, Leibniz Universität Hannover, 30167 Hannover, Germany
| | - Theresa Roß
- Professur für Organische Chemie (Lebensmittelchemie), Fakultät für Biologie, Chemie und Geowissenschaften, Department of Chemistry, Universität Bayreuth, 95447 Bayreuth, Germany
| | - Franziska Hemmerling
- Professur für Organische Chemie (Lebensmittelchemie), Fakultät für Biologie, Chemie und Geowissenschaften, Department of Chemistry, Universität Bayreuth, 95447 Bayreuth, Germany
- Biomolekulares Wirkstoffzentrum, Leibniz Universität Hannover, 30167 Hannover, Germany
| | - Frank Hahn
- Professur für Organische Chemie (Lebensmittelchemie), Fakultät für Biologie, Chemie und Geowissenschaften, Department of Chemistry, Universität Bayreuth, 95447 Bayreuth, Germany
- Biomolekulares Wirkstoffzentrum, Leibniz Universität Hannover, 30167 Hannover, Germany
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Wang J, Zhang R, Chen X, Sun X, Yan Y, Shen X, Yuan Q. Biosynthesis of aromatic polyketides in microorganisms using type II polyketide synthases. Microb Cell Fact 2020; 19:110. [PMID: 32448179 PMCID: PMC7247197 DOI: 10.1186/s12934-020-01367-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 05/15/2020] [Indexed: 12/13/2022] Open
Abstract
Aromatic polyketides have attractive biological activities and pharmacological properties. Different from other polyketides, aromatic polyketides are characterized by their polycyclic aromatic structure. The biosynthesis of aromatic polyketides is usually accomplished by the type II polyketide synthases (PKSs), which produce highly diverse polyketide chains by sequential condensation of the starter units with extender units, followed by reduction, cyclization, aromatization and tailoring reactions. Recently, significant progress has been made in characterization and engineering of type II PKSs to produce novel products and improve product titers. In this review, we briefly summarize the architectural organizations and genetic contributions of PKS genes to provide insight into the biosynthetic process. We then review the most recent progress in engineered biosynthesis of aromatic polyketides, with emphasis on generating novel molecular structures. We also discuss the current challenges and future perspectives in the rational engineering of type II PKSs for large scale production of aromatic polyketides.
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Affiliation(s)
- Jia Wang
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, 15 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China
| | - Ruihua Zhang
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, University of Georgia, Athens, GA, 30602, USA
| | - Xin Chen
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, 15 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China
| | - Xinxiao Sun
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, 15 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China
| | - Yajun Yan
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, University of Georgia, Athens, GA, 30602, USA
| | - Xiaolin Shen
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, 15 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China.
| | - Qipeng Yuan
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, 15 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China.
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Zargar A, Lal R, Valencia L, Wang J, Backman TWH, Cruz-Morales P, Kothari A, Werts M, Wong AR, Bailey CB, Loubat A, Liu Y, Chen Y, Chang S, Benites VT, Hernández AC, Barajas JF, Thompson MG, Barcelos C, Anayah R, Martin HG, Mukhopadhyay A, Petzold CJ, Baidoo EEK, Katz L, Keasling JD. Chemoinformatic-Guided Engineering of Polyketide Synthases. J Am Chem Soc 2020; 142:9896-9901. [DOI: 10.1021/jacs.0c02549] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Amin Zargar
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- QB3 Institute, University of California−Berkeley, 5885 Hollis Street, Fourth Floor, Emeryville, California 94608, United States
| | - Ravi Lal
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Luis Valencia
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Jessica Wang
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Tyler William H. Backman
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Pablo Cruz-Morales
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Ankita Kothari
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Miranda Werts
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Andrew R. Wong
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Constance B. Bailey
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- QB3 Institute, University of California−Berkeley, 5885 Hollis Street, Fourth Floor, Emeryville, California 94608, United States
| | - Arthur Loubat
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Yuzhong Liu
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Yan Chen
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Samantha Chang
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Veronica T. Benites
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- Department of Energy, Agile BioFoundry, Emeryville, California 94608, United States
| | - Amanda C. Hernández
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Jesus F. Barajas
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- Department of Energy, Agile BioFoundry, Emeryville, California 94608, United States
| | - Mitchell G. Thompson
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Carolina Barcelos
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Rasha Anayah
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Hector Garcia Martin
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- Department of Energy, Agile BioFoundry, Emeryville, California 94608, United States
- BCAM, Basque Center for Applied Mathematics, 48009 Bilbao, Spain
| | - Aindrila Mukhopadhyay
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
| | - Christopher J. Petzold
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- Department of Energy, Agile BioFoundry, Emeryville, California 94608, United States
| | - Edward E. K. Baidoo
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- Department of Energy, Agile BioFoundry, Emeryville, California 94608, United States
| | - Leonard Katz
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- QB3 Institute, University of California−Berkeley, 5885 Hollis Street, Fourth Floor, Emeryville, California 94608, United States
| | - Jay D. Keasling
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California 94608, United States
- Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94710, United States
- QB3 Institute, University of California−Berkeley, 5885 Hollis Street, Fourth Floor, Emeryville, California 94608, United States
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, California 94720, United States
- Department of Bioengineering, University of California, Berkeley, California 94720, United States
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