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Put H, Gerstmans H, Vande Capelle H, Fauvart M, Michiels J, Masschelein J. Bacillus subtilis as a host for natural product discovery and engineering of biosynthetic gene clusters. Nat Prod Rep 2024; 41:1113-1151. [PMID: 38465694 DOI: 10.1039/d3np00065f] [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: 03/12/2024]
Abstract
Covering: up to October 2023Many bioactive natural products are synthesized by microorganisms that are either difficult or impossible to cultivate under laboratory conditions, or that produce only small amounts of the desired compound. By transferring biosynthetic gene clusters (BGCs) into alternative host organisms that are more easily cultured and engineered, larger quantities can be obtained and new analogues with potentially improved biological activity or other desirable properties can be generated. Moreover, expression of cryptic BGCs in a suitable host can facilitate the identification and characterization of novel natural products. Heterologous expression therefore represents a valuable tool for natural product discovery and engineering as it allows the study and manipulation of their biosynthetic pathways in a controlled setting, enabling innovative applications. Bacillus is a genus of Gram-positive bacteria that is widely used in industrial biotechnology as a host for the production of proteins from diverse origins, including enzymes and vaccines. However, despite numerous successful examples, Bacillus species remain underexploited as heterologous hosts for the expression of natural product BGCs. Here, we review important advantages that Bacillus species offer as expression hosts, such as high secretion capacity, natural competence for DNA uptake, and the increasing availability of a wide range of genetic tools for gene expression and strain engineering. We evaluate different strain optimization strategies and other critical factors that have improved the success and efficiency of heterologous natural product biosynthesis in B. subtilis. Finally, future perspectives for using B. subtilis as a heterologous host are discussed, identifying research gaps and promising areas that require further exploration.
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Affiliation(s)
- Hanne Put
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
| | - Hans Gerstmans
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
- Biosensors Group, KU Leuven, 3001 Leuven, Belgium
| | - Hanne Vande Capelle
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
| | - Maarten Fauvart
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- imec, 3001 Leuven, Belgium
| | - Jan Michiels
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
| | - Joleen Masschelein
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
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Bassett S, Da Silva NA. Engineering a carbon source-responsive promoter for improved biosynthesis in the non-conventional yeast Kluyveromyces marxianus. Metab Eng Commun 2024; 18:e00238. [PMID: 38845682 PMCID: PMC11153928 DOI: 10.1016/j.mec.2024.e00238] [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: 04/12/2024] [Accepted: 05/17/2024] [Indexed: 06/09/2024] Open
Abstract
Many desired biobased chemicals exhibit a range of toxicity to microbial cell factories, making industry-level biomanufacturing more challenging. Separating microbial growth and production phases is known to be beneficial for improving production of toxic products. Here, we developed a novel synthetic carbon-responsive promoter for use in the rapidly growing, stress-tolerant yeast Kluyveromyces marxianus, by fusing carbon-source responsive elements of the native ICL1 promoter to the strong S. cerevisiae TDH3 or native NC1 promoter cores. Two hybrids, P IT350 and P IN450 , were validated via EGFP fluorescence and demonstrated exceptional strength, partial repression during growth, and late phase activation in glucose- and lactose-based medium, respectively. Expressing the Gerbera hybrida 2-pyrone synthase (2-PS) for synthesis of the polyketide triacetic acid lactone (TAL) under the control of P IN450 increased TAL more than 50% relative to the native NC1 promoter, and additional promoter engineering further increased TAL titer to 1.39 g/L in tube culture. Expression of the Penicillium griseofulvum 6-methylsalicylic acid synthase (6-MSAS) under the control of P IN450 resulted in a 6.6-fold increase in 6-MSA titer to 1.09 g/L and a simultaneous 1.5-fold increase in cell growth. Finally, we used P IN450 to express the Pseudomonas savastanoi IaaM and IaaH proteins and the Salvia pomifera sabinene synthase protein to improve production of the auxin hormone indole-3-acetic acid and the monoterpene sabinene, respectively, both extremely toxic to yeast. The development of carbon-responsive promoters adds to the synthetic biology toolbox and available metabolic engineering strategies for K. marxianus, allowing greater control over heterologous protein expression and improved production of toxic metabolites.
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Affiliation(s)
- Shane Bassett
- Department of Chemical & Biomolecular Engineering, University of California, Irvine, CA, 92697-2580, USA
| | - Nancy A. Da Silva
- Department of Chemical & Biomolecular Engineering, University of California, Irvine, CA, 92697-2580, USA
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Gwon Y, So KK, Chun J, Kim DH. Metabolic engineering of Saccharomyces cerevisiae for the biosynthesis of a fungal pigment from the phytopathogenic fungus Cladosporium phlei. J Biol Eng 2024; 18:33. [PMID: 38741106 DOI: 10.1186/s13036-024-00429-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 05/03/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Cladosporium phlei is a phytopathogenic fungus that produces a pigment called phleichrome. This fungal perylenequinone plays an important role in the production of a photosensitizer that is a necessary component of photodynamic therapy. We applied synthetic biology to produce phleichrome using Saccharomyces cerevisiae. RESULTS The gene Cppks1, which encodes a non-reducing polyketide synthase (NR-PKS) responsible for the biosynthesis of phleichrome in C. phlei, was cloned into a yeast episomal vector and used to transform S. cerevisiae. In addition, a gene encoding a phosphopantetheinyl transferase (PPTase) of Aspergillus nidulans was cloned into a yeast integrative vector and also introduced into S. cerevisiae for the enzymatic activation of the protein product of Cppks1. Co-transformed yeasts were screened on a leucine/uracil-deficient selective medium and the presence of both integrative as well as episomal recombinant plasmids in the yeast were confirmed by colony PCR. The episomal vector for Cppks1 expression was so dramatically unstable during cultivation that most cells lost their episomal vector rapidly in nonselective media. This loss was also observed to a less degree in selective media. This data strongly suggests that the presence of the Cppks1 gene exerts a significant detrimental effect on the growth of transformed yeast cells and that selection pressure is required to maintain the Cppks1-expressing vector. The co-transformants on the selective medium showed the distinctive changes in pigmentation after a period of prolonged cultivation at 20 °C and 25 °C, but not at 30 °C. Furthermore, thin layer chromatography (TLC) revealed the presence of a spot corresponding with the purified phleichrome in the extract from the cells of the co-transformants. Liquid chromatography (LC/MS/MS) verified that the newly expressed pigment was indeed phleichrome. CONCLUSION Our results indicate that metabolic engineering by multiple gene expression is possible and capable of producing fungal pigment phleichrome in S. cerevisiae. This result adds to our understanding of the characteristics of fungal PKS genes, which exhibit complex structures and diverse biological activities.
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Affiliation(s)
- Yeji Gwon
- Department of Bioactive Material Sciences, Jeonbuk National University, Jeonju, 54896, Republic of Korea
| | - Kum-Kang So
- Institute for Molecular Biology and Genetics, Jeonbuk National University, Jeonju, 54896, Republic of Korea
- Department of Molecular Biology, Jeonbuk National University, Jeonju, 54896, Republic of Korea
| | - Jeesun Chun
- Institute for Molecular Biology and Genetics, Jeonbuk National University, Jeonju, 54896, Republic of Korea
- Department of Molecular Biology, Jeonbuk National University, Jeonju, 54896, Republic of Korea
| | - Dae-Hyuk Kim
- Department of Bioactive Material Sciences, Jeonbuk National University, Jeonju, 54896, Republic of Korea.
- Institute for Molecular Biology and Genetics, Jeonbuk National University, Jeonju, 54896, Republic of Korea.
- Department of Molecular Biology, Jeonbuk National University, Jeonju, 54896, Republic of Korea.
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Bejenari M, Spedtsberg EML, Mathiesen J, Jeppesen AC, Cernat L, Toussaint A, Apostol C, Stoianov V, Pedersen TB, Nielsen MR, Sørensen JL. First-class - biosynthesis of 6-MSA and bostrycoidin type I polyketides in Yarrowia lipolytica. FRONTIERS IN FUNGAL BIOLOGY 2024; 5:1327777. [PMID: 38586602 PMCID: PMC10995274 DOI: 10.3389/ffunb.2024.1327777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 02/09/2024] [Indexed: 04/09/2024]
Abstract
Fungal polyketides are a large group of secondary metabolites, valuable due to their diverse spectrum of pharmacological activities. Polyketide biosynthesis in filamentous fungi presents some challenges: small yield and low-purity titers. To tackle these issues, we switched to the yeast Yarrowia lipolytica, an easily cultivable heterologous host. As an oleaginous yeast, Y. lipolytica displays a high flux of acetyl- and malonyl-CoA precursors used in lipid synthesis. Likewise, acetyl- and malonyl-CoA are the building blocks of many natural polyketides, and we explored the possibility of redirecting this flux toward polyketide production. Despite its promising prospect, Y. lipolytica has so far only been used for heterologous expression of simple type III polyketide synthases (PKSs) from plants. Therefore, we decided to evaluate the potential of Y. lipolytica by targeting the more complex fungal polyketides synthesized by type I PKSs. We employed a CRISPR-Cas9-mediated genome editing method to achieve markerless gene integration of the genes responsible for bostrycoidin biosynthesis in Fusarium solani (fsr1, fsr2, and fsr3) and 6-methylsalicylic acid (6-MSA) biosynthesis in Aspergillus hancockii (6MSAS). Moreover, we attempted titer optimization through metabolic engineering by overexpressing two enzymes, TGL4 and AOX2, involved in lipid β-oxidation, but we did not observe an effect on polyketide production. With maximum titers of 403 mg/L 6-MSA and 35 mg/L bostrycoidin, the latter being substantially higher than our previous results in Saccharomyces cerevisiae (2.2 mg/L), this work demonstrates the potential of Y. lipolytica as a platform for heterologous production of complex fungal polyketides.
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Affiliation(s)
- Mihaela Bejenari
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
| | - Eva Mie Lang Spedtsberg
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
- Department of Energy, Aalborg University, Esbjerg, Denmark
| | - Julie Mathiesen
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
| | | | - Lucia Cernat
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
| | - Aouregane Toussaint
- Université Grenoble Alpes, Laboratoire de Physiologie Cellulaire Végétale, CEA, CNRS, INRA, IRIG-LPCV, Grenoble, France
| | - Cristina Apostol
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
| | - Victor Stoianov
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
| | | | - Mikkel Rank Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Esbjerg, Denmark
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Akomoneh EA, Gestels Z, Abdellati S, Vereecken K, Bartholomeeusen K, Van den Bossche D, Kenyon C, Manoharan-Basil SS. Genome Mining Uncovers NRPS and PKS Clusters in Rothia dentocariosa with Inhibitory Activity against Neisseria Species. Antibiotics (Basel) 2023; 12:1592. [PMID: 37998794 PMCID: PMC10668837 DOI: 10.3390/antibiotics12111592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 10/31/2023] [Accepted: 11/02/2023] [Indexed: 11/25/2023] Open
Abstract
The growing global threat of antimicrobial resistance is reaching a crisis point as common bacterial infections, including those caused by pathogenic Neisseria species, are becoming increasingly untreatable. This is compelling the scientific community to search for new antimicrobial agents, taking advantage of computational mining and using whole genome sequences to discover natural products from the human microbiome with antibiotic effects. In this study, we investigated the crude extract from a Rothia dentocariosa strain with demonstrated antimicrobial activity against pathogenic Neisseria spp. by spot-on-lawn assay. The genomic DNA of the R. dentocariosa strain was sequenced, and bioinformatic evaluation was performed using antiSMASH and PRISM to search for biosynthetic gene clusters (BGCs). The crude extract with potential antimicrobial activity was run on Tricine-SDS-PAGE, and the putative peptides were characterised using liquid chromatography-tandem mass spectrometry (LC-MS). The crude extract inhibited the growth of the pathogenic Neisseria spp. Six BGCs were identified corresponding to non-ribosomal peptide synthases (NRPSs), polyketide synthases (PKSs), and ribosomally synthesised and post-translationally modified peptides. Three peptides were also identified corresponding to Actinorhodin polyketide putative beta-ketoacyl synthase 1. These findings serve as a useful reference to facilitate the research and development of NRPS and PKS as antimicrobial products against multidrug-resistant N. gonorrhoeae.
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Affiliation(s)
- Elvis Achondou Akomoneh
- HIV/STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, 2000 Antwerp, Belgium; (E.A.A.); (Z.G.); (S.S.M.-B.)
- Department of Microbiology and Parasitology, University of Bamenda, Bambili P.O. Box 39, Cameroon
| | - Zina Gestels
- HIV/STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, 2000 Antwerp, Belgium; (E.A.A.); (Z.G.); (S.S.M.-B.)
| | - Saïd Abdellati
- Clinical Reference Laboratory, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (S.A.); (D.V.d.B.)
| | - Katleen Vereecken
- Virology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (K.V.); (K.B.)
| | - Koen Bartholomeeusen
- Virology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (K.V.); (K.B.)
| | - Dorien Van den Bossche
- Clinical Reference Laboratory, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (S.A.); (D.V.d.B.)
| | - Chris Kenyon
- HIV/STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, 2000 Antwerp, Belgium; (E.A.A.); (Z.G.); (S.S.M.-B.)
- Virology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (K.V.); (K.B.)
- Department of Medicine, University of Cape Town, Cape Town 7700, South Africa
| | - Sheeba Santhini Manoharan-Basil
- HIV/STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, 2000 Antwerp, Belgium; (E.A.A.); (Z.G.); (S.S.M.-B.)
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Geistodt-Kiener A, Totozafy JC, Le Goff G, Vergne J, Sakai K, Ouazzani J, Mouille G, Viaud M, O'Connell RJ, Dallery JF. Yeast-based heterologous production of the Colletochlorin family of fungal secondary metabolites. Metab Eng 2023; 80:216-231. [PMID: 37863177 DOI: 10.1016/j.ymben.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 09/15/2023] [Accepted: 10/12/2023] [Indexed: 10/22/2023]
Abstract
Transcriptomic studies have revealed that fungal pathogens of plants activate the expression of numerous biosynthetic gene clusters (BGC) exclusively when in presence of a living host plant. The identification and structural elucidation of the corresponding secondary metabolites remain challenging. The aim was to develop a polycistronic system for heterologous expression of fungal BGCs in Saccharomyces cerevisiae. Here we adapted a polycistronic vector for efficient, seamless and cost-effective cloning of biosynthetic genes using in vivo assembly (also called transformation-assisted recombination) directly in Escherichia coli followed by heterologous expression in S. cerevisiae. Two vectors were generated with different auto-inducible yeast promoters and selection markers. The effectiveness of these vectors was validated with fluorescent proteins. As a proof-of-principle, we applied our approach to the Colletochlorin family of molecules. These polyketide secondary metabolites were known from the phytopathogenic fungus Colletotrichum higginsianum but had never been linked to their biosynthetic genes. Considering the requirement for a halogenase, and by applying comparative genomics, we identified a BGC putatively involved in the biosynthesis of Colletochlorins in C. higginsianum. Following the expression of those genes in S. cerevisiae, we could identify the presence of the precursor Orsellinic acid, Colletochlorins and their non-chlorinated counterparts, the Colletorins. In conclusion, the polycistronic vectors described herein were adapted for the host S. cerevisiae and allowed to link the Colletochlorin compound family to their corresponding biosynthetic genes. This system will now enable the production and purification of infection-specific secondary metabolites of fungal phytopathogens. More widely, this system could be applied to any fungal BGC of interest.
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Affiliation(s)
| | - Jean Chrisologue Totozafy
- Université Paris-Saclay, INRAE, AgroParisTech, Institut Jean-Pierre Bourgin, 78000, Versailles, France
| | - Géraldine Le Goff
- Centre National de La Recherche Scientifique, Institut de Chimie des Substances Naturelles ICSN, 91190, Gif-sur-Yvette, France
| | - Justine Vergne
- Université Paris-Saclay, INRAE, UR BIOGER, 91120, Palaiseau, France
| | - Kaori Sakai
- Université Paris-Saclay, INRAE, UR BIOGER, 91120, Palaiseau, France
| | - Jamal Ouazzani
- Centre National de La Recherche Scientifique, Institut de Chimie des Substances Naturelles ICSN, 91190, Gif-sur-Yvette, France
| | - Grégory Mouille
- Université Paris-Saclay, INRAE, AgroParisTech, Institut Jean-Pierre Bourgin, 78000, Versailles, France
| | - Muriel Viaud
- Université Paris-Saclay, INRAE, UR BIOGER, 91120, Palaiseau, France
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Skellam E. Biosynthesis of fungal polyketides by collaborating and trans-acting enzymes. Nat Prod Rep 2022; 39:754-783. [PMID: 34842268 DOI: 10.1039/d1np00056j] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Covering: 1999 up to 2021Fungal polyketides encompass a range of structurally diverse molecules with a wide variety of biological activities. The giant multifunctional enzymes that synthesize polyketide backbones remain enigmatic, as do many of the tailoring enzymes involved in functional modifications. Recent advances in elucidating biosynthetic gene clusters (BGCs) have revealed numerous examples of fungal polyketide synthases that require the action of collaborating enzymes to synthesize the carbon backbone. This review will discuss collaborating and trans-acting enzymes involved in loading, extending, and releasing polyketide intermediates from fungal polyketide synthases, and additional modifications introduced by trans-acting enzymes demonstrating the complexity encountered when investigating natural product biosynthesis in fungi.
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Affiliation(s)
- Elizabeth Skellam
- Department of Chemistry, BioDiscovery Institute, University of North Texas, 1155 Union Circle, Denton, TX 76203, USA.
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Pedersen TB, Nielsen MR, Kristensen SB, Spedtsberg EML, Sørensen T, Petersen C, Muff J, Sondergaard TE, Nielsen KL, Wimmer R, Gardiner DM, Sørensen JL. Speed dating for enzymes! Finding the perfect phosphopantetheinyl transferase partner for your polyketide synthase. Microb Cell Fact 2022; 21:9. [PMID: 35012550 PMCID: PMC8751348 DOI: 10.1186/s12934-021-01734-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 12/29/2021] [Indexed: 11/24/2022] Open
Abstract
The biosynthetic pathways for the fungal polyketides bikaverin and bostrycoidin, from Fusarium verticillioides and Fusarium solani respectively, were reconstructed and heterologously expressed in S. cerevisiae alongside seven different phosphopantetheinyl transferases (PPTases) from a variety of origins spanning bacterial, yeast and fungal origins. In order to gauge the efficiency of the interaction between the ACP-domains of the polyketide synthases (PKS) and PPTases, each were co-expressed individually and the resulting production of target polyketides were determined after 48 h of growth. In co-expression with both biosynthetic pathways, the PPTase from Fusarium verticillioides (FvPPT1) proved most efficient at producing both bikaverin and bostrycoidin, at 1.4 mg/L and 5.9 mg/L respectively. Furthermore, the remaining PPTases showed the ability to interact with both PKS's, except for a single PKS-PPTase combination. The results indicate that it is possible to boost the production of a target polyketide, simply by utilizing a more optimal PPTase partner, instead of the commonly used PPTases; NpgA, Gsp and Sfp, from Aspergillus nidulans, Brevibacillus brevis and Bacillus subtilis respectively.
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Affiliation(s)
- Tobias Bruun Pedersen
- Department of Chemistry and Bioscience, Aalborg University Esbjerg, Niels Bohrs Vej 8, 6700, Esbjerg, Denmark
| | - Mikkel Rank Nielsen
- Department of Chemistry and Bioscience, Aalborg University Esbjerg, Niels Bohrs Vej 8, 6700, Esbjerg, Denmark
| | | | - Eva Mie Lang Spedtsberg
- Department of Chemistry and Bioscience, Aalborg University Esbjerg, Niels Bohrs Vej 8, 6700, Esbjerg, Denmark
| | - Trine Sørensen
- Department of Chemistry and Bioscience, Aalborg University Aalborg, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Celine Petersen
- Department of Chemistry and Bioscience, Aalborg University Aalborg, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Jens Muff
- Department of Chemistry and Bioscience, Aalborg University Esbjerg, Niels Bohrs Vej 8, 6700, Esbjerg, Denmark
| | - Teis Esben Sondergaard
- Department of Chemistry and Bioscience, Aalborg University Aalborg, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Kåre Lehmann Nielsen
- Department of Chemistry and Bioscience, Aalborg University Aalborg, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Reinhard Wimmer
- Department of Chemistry and Bioscience, Aalborg University Aalborg, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Donald Max Gardiner
- The University of Queensland, 306 Carmody Rd, St Lucia, Brisbane, QLD, 4072, Australia
| | - Jens Laurids Sørensen
- Department of Chemistry and Bioscience, Aalborg University Esbjerg, Niels Bohrs Vej 8, 6700, Esbjerg, Denmark.
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Identification of a lichen depside polyketide synthase gene by heterologous expression in Saccharomyces cerevisiae. Metab Eng Commun 2021; 13:e00172. [PMID: 34430202 PMCID: PMC8365352 DOI: 10.1016/j.mec.2021.e00172] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/12/2021] [Accepted: 04/25/2021] [Indexed: 12/25/2022] Open
Abstract
Lichen-forming fungi produce a variety of secondary metabolites including bioactive polyketides. Advances in DNA and RNA sequencing have led to a growing database of new lichen gene clusters encoding polyketide synthases (PKS) and associated ancillary activities. Definitive assignment of a PKS gene to a metabolic product has been challenging in the lichen field due to a lack of established gene knockout or heterologous gene expression systems. Here, we report the reconstitution of a non-reducing PKS gene from the lichen Pseudevernia furfuracea and successful heterologous expression of the synthetic lichen PKS gene in engineered Saccharomyces cerevisiae. We show that P. furfuracea PFUR17_02294 produces lecanoric acid, the depside dimer of orsellinic acid, at 360 mg/L in small-scale yeast cultures. Our results unequivocally identify PFUR17_02294 as a lecanoric acid synthase and establish that a single lichen PKS synthesizes two phenolic rings and joins them by an ester linkage to form the depside product.
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Flachbart LK, Gertzen CGW, Gohlke H, Marienhagen J. Development of a Biosensor Platform for Phenolic Compounds Using a Transition Ligand Strategy. ACS Synth Biol 2021; 10:2002-2014. [PMID: 34369151 DOI: 10.1021/acssynbio.1c00165] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The time-consuming and laborious characterization of protein or microbial strain designs limits the development of high-performance biocatalysts for biotechnological applications. Here, transcriptional biosensors emerged as valuable tools as they allow for rapid characterization of several thousand variants within a very short time. However, for many molecules of interest, no specific transcriptional regulator determining a biosensor's specificity is available. We present an approach for rapidly engineering biosensor specificities using a semirational transition ligand approach combined with fluorescence-activated cell sorting. In this two-step approach, a biosensor is first evolved toward a more relaxed-ligand specificity before using the resulting variant as the starting point in a second round of directed evolution toward high specificity for several chemically different ligands. By following this strategy, highly specific biosensors for 4-hydroxybenzoic acid, p-coumaric acid, 5-bromoferulic acid, and 6-methyl salicylic acid were developed, starting from a biosensor for the intracellular detection of trans-cinnamic acid.
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Affiliation(s)
- Lion Konstantin Flachbart
- Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich, D-52425 Jülich, Germany
| | - Christoph Gerhard Wilhelm Gertzen
- Institute for Pharmaceutical and Medicinal Chemistry, Heinrich Heine University Düsseldorf, Universitätsstr. 1, D-40225 Düsseldorf, Germany
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC) and Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Forschungszentrum Jülich GmbH, D-52425 Jülich, Germany
- Center for Structural Studies (CSS), Heinrich Heine University Düsseldorf, Universitätsstr. 1, D-40225 Düsseldorf, Germany
| | - Holger Gohlke
- Institute for Pharmaceutical and Medicinal Chemistry, Heinrich Heine University Düsseldorf, Universitätsstr. 1, D-40225 Düsseldorf, Germany
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC) and Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Forschungszentrum Jülich GmbH, D-52425 Jülich, Germany
| | - Jan Marienhagen
- Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich, D-52425 Jülich, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringer Weg 3, D-52074 Aachen, Germany
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Tippelt A, Nett M. Saccharomyces cerevisiae as host for the recombinant production of polyketides and nonribosomal peptides. Microb Cell Fact 2021; 20:161. [PMID: 34412657 PMCID: PMC8374128 DOI: 10.1186/s12934-021-01650-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 08/05/2021] [Indexed: 01/30/2023] Open
Abstract
As a robust, fast growing and genetically tractable organism, the budding yeast Saccharomyces cerevisiae is one of the most widely used hosts in biotechnology. Its applications range from the manufacturing of vaccines and hormones to bulk chemicals and biofuels. In recent years, major efforts have been undertaken to expand this portfolio to include structurally complex natural products, such as polyketides and nonribosomally synthesized peptides. These compounds often have useful pharmacological properties, which make them valuable drugs for the treatment of infectious diseases, cancer, or autoimmune disorders. In nature, polyketides and nonribosomal peptides are generated by consecutive condensation reactions of short chain acyl-CoAs or amino acids, respectively, with the substrates and reaction intermediates being bound to large, multidomain enzymes. For the reconstitution of these multistep catalytic processes, the enzymatic assembly lines need to be functionally expressed and the required substrates must be supplied in reasonable quantities. Furthermore, the production hosts need to be protected from the toxicity of the biosynthetic products. In this review, we will summarize and evaluate the status quo regarding the heterologous production of polyketides and nonribosomal peptides in S. cerevisiae. Based on a comprehensive literature analysis, prerequisites for a successful pathway reconstitution could be deduced, as well as recurring bottlenecks in this microbial host.
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Affiliation(s)
- Anna Tippelt
- Department of Biochemical and Chemical Engineering, Laboratory of Technical Biology, TU Dortmund University, Emil-Figge-Strasse 66, 44227, Dortmund, Germany
| | - Markus Nett
- Department of Biochemical and Chemical Engineering, Laboratory of Technical Biology, TU Dortmund University, Emil-Figge-Strasse 66, 44227, Dortmund, Germany.
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12
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Harnessing the yeast Saccharomyces cerevisiae for the production of fungal secondary metabolites. Essays Biochem 2021; 65:277-291. [PMID: 34061167 PMCID: PMC8314005 DOI: 10.1042/ebc20200137] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/09/2021] [Accepted: 04/14/2021] [Indexed: 12/17/2022]
Abstract
Fungal secondary metabolites (FSMs) represent a remarkable array of bioactive compounds, with potential applications as pharmaceuticals, nutraceuticals, and agrochemicals. However, these molecules are typically produced only in limited amounts by their native hosts. The native organisms may also be difficult to cultivate and genetically engineer, and some can produce undesirable toxic side-products. Alternatively, recombinant production of fungal bioactives can be engineered into industrial cell factories, such as aspergilli or yeasts, which are well amenable for large-scale manufacturing in submerged fermentations. In this review, we summarize the development of baker's yeast Saccharomyces cerevisiae to produce compounds derived from filamentous fungi and mushrooms. These compounds mainly include polyketides, terpenoids, and amino acid derivatives. We also describe how native biosynthetic pathways can be combined or expanded to produce novel derivatives and new-to-nature compounds. We describe some new approaches for cell factory engineering, such as genome-scale engineering, biosensor-based high-throughput screening, and machine learning, and how these tools have been applied for S. cerevisiae strain improvement. Finally, we prospect the challenges and solutions in further development of yeast cell factories to more efficiently produce FSMs.
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Romero-Suarez D, Wulff T, Rong Y, Jakočiu̅nas T, Yuzawa S, Keasling JD, Jensen MK. A Reporter System for Cytosolic Protein Aggregates in Yeast. ACS Synth Biol 2021; 10:466-477. [PMID: 33577304 DOI: 10.1021/acssynbio.0c00476] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Protein misfolding and aggregation are linked to neurodegenerative diseases of mammals and suboptimal protein expression within biotechnology. Tools for monitoring protein aggregates are therefore useful for studying disease-related aggregation and for improving soluble protein expression in heterologous hosts for biotechnology purposes. In this work, we developed a promoter-reporter system for aggregated protein on the basis of the yeast native response to misfolded protein. To this end, we first studied the proteome of yeast in response to the expression of folded soluble and aggregation-prone protein baits and identified genes encoding proteins related to protein folding and the response to heat stress as well as the ubiquitin-proteasome system that are over-represented in cells expressing an aggregation-prone protein. From these data, we created and validated promoter-reporter constructs and further engineered the best performing promoters by increasing the copy number of upstream activating sequences and optimization of culture conditions. Our best promoter-reporter has an output dynamic range of approximately 12-fold upon expression of the aggregation-prone protein and responded to increasing levels of aggregated protein. Finally, we demonstrate that the system can discriminate between yeast cells expressing different prion precursor proteins and select the cells expressing folded soluble protein from mixed populations. Our reporter system is thus a simple tool for diagnosing protein aggregates in living cells and should be applicable for the health and biotechnology industries.
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Affiliation(s)
- David Romero-Suarez
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
| | - Tune Wulff
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
| | - Yixin Rong
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
| | - Tadas Jakočiu̅nas
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
| | - Satoshi Yuzawa
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Jay D. Keasling
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Department of Chemical and Biomolecular Engineering, Department of Bioengineering, University of California, Berkeley, California 94720, United States
- Center for Synthetic Biochemistry, Institute for Synthetic Biology, Shenzhen Institutes of Advanced Technologies, Shenzhen, Guangdong 518055, China
| | - Michael K. Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby 2800, Denmark
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14
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Fernandez-Bunster G. Diversity, Phylogenetic Profiling of Genus Penicillium, and Their Potential Applications. Fungal Biol 2021. [DOI: 10.1007/978-3-030-67561-5_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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15
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Bioprospecting for Biomolecules from Different Fungal Communities: An Introduction. Fungal Biol 2021. [DOI: 10.1007/978-3-030-85603-8_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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16
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Pedersen TB, Nielsen MR, Kristensen SB, Spedtsberg EML, Yasmine W, Matthiesen R, Kaniki SEK, Sørensen T, Petersen C, Muff J, Sondergaard TE, Nielsen KL, Wimmer R, Sørensen JL. Heterologous Expression of the Core Genes in the Complex Fusarubin Gene Cluster of Fusarium Solani. Int J Mol Sci 2020; 21:E7601. [PMID: 33066643 PMCID: PMC7589453 DOI: 10.3390/ijms21207601] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/06/2020] [Accepted: 10/12/2020] [Indexed: 01/17/2023] Open
Abstract
Through stepwise recreation of the biosynthetic gene cluster containing PKS3 from Fusarium solani, it was possible to produce the core scaffold compound of bostrycoidin, a red aza-anthraquinone pigment in Saccharomyces cerevisiae. This was achieved through sequential transformation associated recombination (TAR) cloning of FvPPT, fsr1, fsr2, and fsr3 into the pESC-vector system, utilizing the inducible bidirectional galactose promoter for heterologous expression in S. cerevisiae. The production of the core metabolite bostrycoidin was investigated through triplicate growth cultures for 1-4 days, where the maximum titer of bostrycoidin was achieved after 2 days of induction, yielding 2.2 mg/L.
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Affiliation(s)
- Tobias Bruun Pedersen
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Mikkel Rank Nielsen
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Sebastian Birkedal Kristensen
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Eva Mie Lang Spedtsberg
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Wafaa Yasmine
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Rikke Matthiesen
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Samba Evelyne Kabemba Kaniki
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Trine Sørensen
- Aalborg University Aalborg, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark; (T.S.); (C.P.); (T.E.S.); (K.L.N.); (R.W.)
| | - Celine Petersen
- Aalborg University Aalborg, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark; (T.S.); (C.P.); (T.E.S.); (K.L.N.); (R.W.)
| | - Jens Muff
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
| | - Teis Esben Sondergaard
- Aalborg University Aalborg, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark; (T.S.); (C.P.); (T.E.S.); (K.L.N.); (R.W.)
| | - Kåre Lehmann Nielsen
- Aalborg University Aalborg, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark; (T.S.); (C.P.); (T.E.S.); (K.L.N.); (R.W.)
| | - Reinhard Wimmer
- Aalborg University Aalborg, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark; (T.S.); (C.P.); (T.E.S.); (K.L.N.); (R.W.)
| | - Jens Laurids Sørensen
- Aalborg University Esbjerg, Department of Chemistry and Bioscience, Niels Bohrs Vej 8, 6700 Esbjerg, Denmark; (T.B.P.); (M.R.N.); (S.B.K.); (E.M.L.S.); (W.Y.); (R.M.); (S.E.K.K.); (J.M.)
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17
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Rahmat E, Kang Y. Yeast metabolic engineering for the production of pharmaceutically important secondary metabolites. Appl Microbiol Biotechnol 2020; 104:4659-4674. [DOI: 10.1007/s00253-020-10587-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 01/30/2020] [Accepted: 03/24/2020] [Indexed: 11/29/2022]
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18
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Salwan R, Sharma A, Sharma V. Recent Advances in Molecular Approaches for Mining Potential Candidate Genes of Trichoderma for Biofuel. Fungal Biol 2020. [DOI: 10.1007/978-3-030-41870-0_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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19
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Kallscheuer N, Kage H, Milke L, Nett M, Marienhagen J. Microbial synthesis of the type I polyketide 6-methylsalicylate with Corynebacterium glutamicum. Appl Microbiol Biotechnol 2019; 103:9619-9631. [DOI: 10.1007/s00253-019-10121-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/26/2019] [Accepted: 09/04/2019] [Indexed: 12/28/2022]
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20
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Vassaux A, Meunier L, Vandenbol M, Baurain D, Fickers P, Jacques P, Leclère V. Nonribosomal peptides in fungal cell factories: from genome mining to optimized heterologous production. Biotechnol Adv 2019; 37:107449. [PMID: 31518630 DOI: 10.1016/j.biotechadv.2019.107449] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 09/06/2019] [Accepted: 09/09/2019] [Indexed: 12/15/2022]
Abstract
Fungi are notoriously prolific producers of secondary metabolites including nonribosomal peptides (NRPs). The structural complexity of NRPs grants them interesting activities such as antibiotic, anti-cancer, and anti-inflammatory properties. The discovery of these compounds with attractive activities can be achieved by using two approaches: either by screening samples originating from various environments for their biological activities, or by identifying the related clusters in genomic sequences thanks to bioinformatics tools. This genome mining approach has grown tremendously due to recent advances in genome sequencing, which have provided an incredible amount of genomic data from hundreds of microbial species. Regarding fungal organisms, the genomic data have revealed the presence of an unexpected number of putative NRP-related gene clusters. This highlights fungi as a goldmine for the discovery of putative novel bioactive compounds. Recent development of NRP dedicated bioinformatics tools have increased the capacity to identify these gene clusters and to deduce NRPs structures, speeding-up the screening process for novel metabolites discovery. Unfortunately, the newly identified compound is frequently not or poorly produced by native producers due to a lack of expression of the related genes cluster. A frequently employed strategy to increase production rates consists in transferring the related biosynthetic pathway in heterologous hosts. This review aims to provide a comprehensive overview about the topic of NRPs discovery, from gene cluster identification by genome mining to the heterologous production in fungal hosts. The main computational tools and methods for genome mining are herein presented with an emphasis on the particularities of the fungal systems. The different steps of the reconstitution of NRP biosynthetic pathway in heterologous fungal cell factories will be discussed, as well as the key factors to consider for maximizing productivity. Several examples will be developed to illustrate the potential of heterologous production to both discover uncharacterized novel compounds predicted in silico by genome mining, and to enhance the productivity of interesting bio-active natural products.
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Affiliation(s)
- Antoine Vassaux
- TERRA Teaching and Research Centre, Microbial Processes and Interactions, Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté d'Agronomie, B5030 Gembloux, Belgium; Univ. Lille, INRA, ISA, Univ. Artois, Univ. Littoral Côte d'Opale, EA 7394-ICV-Institut Charles Viollette, F-59000 Lille, France
| | - Loïc Meunier
- TERRA Teaching and Research Centre, Microbial Processes and Interactions, Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté d'Agronomie, B5030 Gembloux, Belgium; InBioS-PhytoSYSTEMS, Eukaryotic Phylogenomics, University of Liege, Boulevard du Rectorat 27, B-4000 Liège, Belgium
| | - Micheline Vandenbol
- TERRA Teaching and Research Centre, Microbiologie et Génomique, Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté d'Agronomie, B5030 Gembloux, Belgium
| | - Denis Baurain
- InBioS-PhytoSYSTEMS, Eukaryotic Phylogenomics, University of Liege, Boulevard du Rectorat 27, B-4000 Liège, Belgium
| | - Patrick Fickers
- TERRA Teaching and Research Centre, Microbial Processes and Interactions, Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté d'Agronomie, B5030 Gembloux, Belgium
| | - Philippe Jacques
- TERRA Teaching and Research Centre, Microbial Processes and Interactions, Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté d'Agronomie, B5030 Gembloux, Belgium
| | - Valérie Leclère
- Univ. Lille, INRA, ISA, Univ. Artois, Univ. Littoral Côte d'Opale, EA 7394-ICV-Institut Charles Viollette, F-59000 Lille, France.
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Kjærbølling I, Mortensen UH, Vesth T, Andersen MR. Strategies to establish the link between biosynthetic gene clusters and secondary metabolites. Fungal Genet Biol 2019; 130:107-121. [DOI: 10.1016/j.fgb.2019.06.001] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 05/26/2019] [Accepted: 06/02/2019] [Indexed: 01/01/2023]
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22
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Bertrand RL, Sorensen JL. Lost in Translation: Challenges with Heterologous Expression of Lichen Polyketide Synthases. ChemistrySelect 2019. [DOI: 10.1002/slct.201901762] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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23
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Hitschler J, Boles E. De novo production of aromatic m-cresol in Saccharomyces cerevisiae mediated by heterologous polyketide synthases combined with a 6-methylsalicylic acid decarboxylase. Metab Eng Commun 2019; 9:e00093. [PMID: 31193192 PMCID: PMC6520567 DOI: 10.1016/j.mec.2019.e00093] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 04/17/2019] [Accepted: 04/29/2019] [Indexed: 11/16/2022] Open
Abstract
As a flavor and platform chemical, m-cresol (3-methylphenol) is a valuable industrial compound that currently is mainly synthesized by chemical methods from fossil resources. In this study, we present the first biotechnological de novo production of m-cresol from sugar in complex yeast extract-peptone medium with the yeast Saccharomyces cerevisiae. A heterologous pathway based on the decarboxylation of the polyketide 6-methylsalicylic acid (6-MSA) was introduced into a CEN.PK yeast strain. For synthesis of 6-MSA, expression of different variants of 6-MSA synthases (MSASs) were compared. Overexpression of codon-optimized MSAS from Penicillium patulum together with activating phosphopantetheinyl transferase npgA from Aspergillus nidulans resulted in up to 367 mg/L 6-MSA production. Additional genomic integration of the genes had a strongly promoting effect and 6-MSA titers reached more than 2 g/L. Simultaneous expression of 6-MSA decarboxylase patG from A. clavatus led to the complete conversion of 6-MSA and production of up to 589 mg/L m-cresol. As addition of 450–750 mg/L m-cresol to yeast cultures nearly completely inhibited growth our data suggest that the toxicity of m-cresol might be the limiting factor for higher production titers. Expression of 6-methylsalicylic acid synthase (MSAS) and decarboxylase enables m-cresol production from sugars in complex medium in S. cerevisiae 6-methylsalicylic acid synthase is limiting 6-MSA and m-cresol production rates Genomic integration of heterologous genes improves product titers Toxicity of m-cresol to yeast cells limits increased production titers
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Key Words
- 6-Methylsalicylic acid decarboxylase
- 6-Methylsalicylic acid synthase
- 6-methylsalicylic acid decarboxylase, PatG
- 6-methylsalicylic acid synthase, MSAS
- 6-methylsalicylic acid, 6-MSA
- Acyl carrier protein, ACP
- Acyltransferase, AT
- Codon-optimization
- Polyketide synthase
- Saccharomyces cerevisiae
- ketoreductase, KR
- ketosynthase, KS
- m-Cresol
- optical density, OD
- phosphopantetheinyl transferase, PPT
- polyketide synthase, PKS
- thioester hydrolase, TH
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Affiliation(s)
- Julia Hitschler
- Institute of Molecular Biosciences, Faculty of Biological Sciences, Goethe University Frankfurt, Max-von-Laue Straße 9, 60438, Frankfurt am Main, Germany
| | - Eckhard Boles
- Institute of Molecular Biosciences, Faculty of Biological Sciences, Goethe University Frankfurt, Max-von-Laue Straße 9, 60438, Frankfurt am Main, Germany
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24
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Metabolic engineering of Saccharomyces cerevisiae for efficient production of endocrocin and emodin. Metab Eng 2019; 54:212-221. [PMID: 31028901 DOI: 10.1016/j.ymben.2019.04.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 04/16/2019] [Accepted: 04/20/2019] [Indexed: 11/22/2022]
Abstract
The anthraquinones endocrocin and emodin are synthesized by a special class of type I NR-PKSs and a discrete MβL-TE. In this work, we first reconstituted a biosynthetic pathway of endocrocin and emodin in S. cerevisiae by combining enzymes from different sources. We functionally characterized a TE-less NR-PKS (SlACAS) and a MβL-TE (SlTE) from S. lycopersici as well as four orthologous MβL-TEs. SlACAS was coexpressed with different MβL-TEs in S. cerevisiae. SlACAS generated the highest amount of endocrocin when coupled with HyTE, the yield was 115.6% higher than that with the native SlTE. To accumulate more emodin, seven decarboxylases with high homology to HyDC were identified and introduced into the biosynthetic pathway. Among these orthologs, AfDC exhibited the highest catalytic activity and the conversion rate reached 98.6%. A double-point mutant acetyl-CoA carboxylase, ACC1S659A, S1157A, was further introduced to increase the production of malonyl-CoA as a precursor of these anthraquinones. The production of endocrocin (233.6 ± 20.3 mg/L) and emodin (253.2 ± 21.7 mg/L) then dramatically increased. We also optimized the carbon source in the medium and conducted fed-batch fermentation with the engineered strains. The titers of endocrocin and emodin obtained were 661.2 ± 50.5 mg/L and 528.4 ± 62.7 mg/L, respectively, which are higher than previously reported. In this work, by screening a small library of orthologous biosynthetic bricks, an efficient biosynthetic pathway of endocrocin and emodin was first created in S. cerevisiae. This study provides a novel metabolic engineering approach for optimization of the production of desired molecules.
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McTaggart TL, Bever D, Bassett S, Da Silva NA. Synthesis of polyketides from low cost substrates by the thermotolerant yeast
Kluyveromyces marxianus. Biotechnol Bioeng 2019; 116:1721-1730. [DOI: 10.1002/bit.26976] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 03/07/2019] [Accepted: 03/21/2019] [Indexed: 12/12/2022]
Affiliation(s)
- Tami L. McTaggart
- Department of Chemical and Biomolecular Engineering University of California Irvine California
| | - Danielle Bever
- Department of Chemical and Biomolecular Engineering University of California Irvine California
| | - Shane Bassett
- Department of Chemical and Biomolecular Engineering University of California Irvine California
| | - Nancy A. Da Silva
- Department of Chemical and Biomolecular Engineering University of California Irvine California
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Repurposing type III polyketide synthase as a malonyl-CoA biosensor for metabolic engineering in bacteria. Proc Natl Acad Sci U S A 2018; 115:9835-9844. [PMID: 30232266 DOI: 10.1073/pnas.1808567115] [Citation(s) in RCA: 104] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Malonyl-CoA is an important central metabolite for the production of diverse valuable chemicals including natural products, but its intracellular availability is often limited due to the competition with essential cellular metabolism. Several malonyl-CoA biosensors have been developed for high-throughput screening of targets increasing the malonyl-CoA pool. However, they are limited for use only in Escherichia coli and Saccharomyces cerevisiae and require multiple signal transduction steps. Here we report development of a colorimetric malonyl-CoA biosensor applicable in three industrially important bacteria: E. coli, Pseudomonas putida, and Corynebacterium glutamicum RppA, a type III polyketide synthase producing red-colored flaviolin, was repurposed as a malonyl-CoA biosensor in E. coli Strains with enhanced malonyl-CoA accumulation were identifiable by the colorimetric screening of cells showing increased red color. Other type III polyketide synthases could also be repurposed as malonyl-CoA biosensors. For target screening, a 1,858 synthetic small regulatory RNA library was constructed and applied to find 14 knockdown gene targets that generally enhanced malonyl-CoA level in E. coli These knockdown targets were applied to produce two polyketide (6-methylsalicylic acid and aloesone) and two phenylpropanoid (resveratrol and naringenin) compounds. Knocking down these genes alone or in combination, and also in multiple different E. coli strains for two polyketide cases, allowed rapid development of engineered strains capable of enhanced production of 6-methylsalicylic acid, aloesone, resveratrol, and naringenin to 440.3, 30.9, 51.8, and 103.8 mg/L, respectively. The malonyl-CoA biosensor developed here is a simple tool generally applicable to metabolic engineering of microorganisms to achieve enhanced production of malonyl-CoA-derived chemicals.
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Roulet J, Taton A, Golden JW, Arabolaza A, Burkart MD, Gramajo H. Development of a cyanobacterial heterologous polyketide production platform. Metab Eng 2018; 49:94-104. [PMID: 30036678 PMCID: PMC6279439 DOI: 10.1016/j.ymben.2018.07.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 07/17/2018] [Accepted: 07/20/2018] [Indexed: 11/21/2022]
Abstract
The development of new heterologous hosts for polyketides production represents an excellent opportunity to expand the genomic, physiological, and biochemical backgrounds that better fit the sustainable production of these valuable molecules. Cyanobacteria are particularly attractive for the production of natural compounds because they have minimal nutritional demands and several strains have well established genetic tools. Using the model strain Synechococcus elongatus, a generic platform was developed for the heterologous production of polyketide synthase (PKS)-derived compounds. The versatility of this system is based on interchangeable modules harboring promiscuous enzymes for PKS activation and the production of PKS extender units, as well as inducible circuits for a regulated expression of the PKS biosynthetic gene cluster. To assess the capability of this platform, we expressed the mycobacterial PKS-based mycocerosic biosynthetic pathway to produce multimethyl-branched esters (MBE). This work is a foundational step forward for the production of high value polyketides in a photosynthetic microorganism.
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Affiliation(s)
- Julia Roulet
- Microbiology Division, IBR (Instituto de Biología Molecular y Celular de Rosario), Consejo Nacional de Investigaciones Científicas y Técnicas, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Ocampo y Esmeralda, 2000 Rosario, Argentina
| | - Arnaud Taton
- Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093, USA
| | - James W Golden
- Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093, USA
| | - Ana Arabolaza
- Microbiology Division, IBR (Instituto de Biología Molecular y Celular de Rosario), Consejo Nacional de Investigaciones Científicas y Técnicas, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Ocampo y Esmeralda, 2000 Rosario, Argentina.
| | - Michael D Burkart
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093, USA.
| | - Hugo Gramajo
- Microbiology Division, IBR (Instituto de Biología Molecular y Celular de Rosario), Consejo Nacional de Investigaciones Científicas y Técnicas, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Ocampo y Esmeralda, 2000 Rosario, Argentina
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Wiemann P, Soukup AA, Folz JS, Wang PM, Noack A, Keller NP. CoIN: co-inducible nitrate expression system for secondary metabolites in Aspergillus nidulans. Fungal Biol Biotechnol 2018; 5:6. [PMID: 29564145 PMCID: PMC5851313 DOI: 10.1186/s40694-018-0049-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 03/05/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Sequencing of fungal species has demonstrated the existence of thousands of putative secondary metabolite gene clusters, the majority of them harboring a unique set of genes thought to participate in production of distinct small molecules. Despite the ready identification of key enzymes and potential cluster genes by bioinformatics techniques in sequenced genomes, the expression and identification of fungal secondary metabolites in the native host is often hampered as the genes might not be expressed under laboratory conditions and the species might not be amenable to genetic manipulation. To overcome these restrictions, we developed an inducible expression system in the genetic model Aspergillus nidulans. RESULTS We genetically engineered a strain of A. nidulans devoid of producing eight of the most abundant endogenous secondary metabolites to express the sterigmatocystin Zn(II)2Cys6 transcription factor-encoding gene aflR and its cofactor aflS under control of the nitrate inducible niiA/niaD promoter. Furthermore, we identified a subset of promoters from the sterigmatocystin gene cluster that are under nitrate-inducible AflR/S control in our production strain in order to yield coordinated expression without the risks from reusing a single inducible promoter. As proof of concept, we used this system to produce β-carotene from the carotenoid gene cluster of Fusarium fujikuroi. CONCLUSION Utilizing one-step yeast recombinational cloning, we developed an inducible expression system in the genetic model A. nidulans and show that it can be successfully used to produce commercially valuable metabolites.
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Affiliation(s)
- Philipp Wiemann
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
- Present Address: Hexagon Bio, Menlo Park, CA 94025 USA
| | - Alexandra A. Soukup
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
- Present Address: Department of Cell and Regenerative Biology, University of Wisconsin, Madison, WI 53705 USA
| | - Jacob S. Folz
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
- Present Address: Davis Genome Center – Metabolomics, University of California, 451 Health Science Drive, Davis, CA 95616 USA
| | - Pin-Mei Wang
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
- Present Address: Ocean College, Zhejiang University, Hangzhou, 310058 Zhejiang Province People’s Republic of China
| | - Andreas Noack
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
| | - Nancy P. Keller
- Department of Medical Microbiology and Immunology, University of Wisconsin, Madison, WI 53706 USA
- Department of Bacteriology, University of Wisconsin, Madison, WI 53706 USA
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29
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Park SY, Yang D, Ha SH, Lee SY. Metabolic Engineering of Microorganisms for the Production of Natural Compounds. ACTA ACUST UNITED AC 2017. [DOI: 10.1002/adbi.201700190] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Seon Young Park
- Metabolic and Biomolecular Engineering National Research Laboratory; Department of Chemical and Biomolecular Engineering (BK21 Plus Program); Institute for the BioCentury; Korea Advanced Institute of Science and Technology (KAIST); Daejeon 34141 Republic of Korea
| | - Dongsoo Yang
- Metabolic and Biomolecular Engineering National Research Laboratory; Department of Chemical and Biomolecular Engineering (BK21 Plus Program); Institute for the BioCentury; Korea Advanced Institute of Science and Technology (KAIST); Daejeon 34141 Republic of Korea
| | - Shin Hee Ha
- Metabolic and Biomolecular Engineering National Research Laboratory; Department of Chemical and Biomolecular Engineering (BK21 Plus Program); Institute for the BioCentury; Korea Advanced Institute of Science and Technology (KAIST); Daejeon 34141 Republic of Korea
| | - Sang Yup Lee
- Metabolic and Biomolecular Engineering National Research Laboratory; Department of Chemical and Biomolecular Engineering (BK21 Plus Program); Institute for the BioCentury; Korea Advanced Institute of Science and Technology (KAIST); Daejeon 34141 Republic of Korea
- BioProcess Engineering Research Center; KAIST; Daejeon 34141 Republic of Korea
- BioInformatics Research Center; KAIST; Daejeon 34141 Republic of Korea
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30
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Andersen-Ranberg J, Kongstad KT, Nafisi M, Staerk D, Okkels FT, Mortensen UH, Lindberg Møller B, Frandsen RJN, Kannangara R. Synthesis of C-Glucosylated Octaketide Anthraquinones in Nicotiana benthamiana by Using a Multispecies-Based Biosynthetic Pathway. Chembiochem 2017; 18:1893-1897. [PMID: 28719729 DOI: 10.1002/cbic.201700331] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Indexed: 12/27/2022]
Abstract
Carminic acid is a C-glucosylated octaketide anthraquinone and the main constituent of the natural dye carmine (E120), possessing unique coloring, stability, and solubility properties. Despite being used since ancient times, longstanding efforts to elucidate its route of biosynthesis have been unsuccessful. Herein, a novel combination of enzymes derived from a plant (Aloe arborescens, Aa), a bacterium (Streptomyces sp. R1128, St), and an insect (Dactylopius coccus, Dc) that allows for the biosynthesis of the C-glucosylated anthraquinone, dcII, a precursor for carminic acid, is reported. The pathway, which consists of AaOKS, StZhuI, StZhuJ, and DcUGT2, presents an alternative biosynthetic approach for the production of polyketides by using a type III polyketide synthase (PKS) and tailoring enzymes originating from a type II PKS system. The current study showcases the power of using transient expression in Nicotiana benthamiana for efficient and rapid identification of functional biosynthetic pathways, including both soluble and membrane-bound enzymes.
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Affiliation(s)
- Johan Andersen-Ranberg
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
- Present address: Department of Plant Microbial Biology, University of California Berkeley, 441 Koshland Hall, Berkeley, CA, 94720-3102, USA
| | - Kenneth Thermann Kongstad
- Faculty of Health and Medical Sciences, Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Majse Nafisi
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
- Chr. Hansen A/S, Bøge Alle 10-12, 2970, Hørsholm, Denmark
| | - Dan Staerk
- Faculty of Health and Medical Sciences, Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Finn Thyge Okkels
- Chr. Hansen A/S, Bøge Alle 10-12, 2970, Hørsholm, Denmark
- Present address: ActaBio ApS, Kongemarken 11, 4000, Roskilde, Denmark
| | - Uffe Hasbro Mortensen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 221 and 223, 2800, Kongens Lyngby, Denmark
| | - Birger Lindberg Møller
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
| | - Rasmus John Normand Frandsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 221 and 223, 2800, Kongens Lyngby, Denmark
| | - Rubini Kannangara
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
- Chr. Hansen A/S, Bøge Alle 10-12, 2970, Hørsholm, Denmark
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Barajas JF, Blake-Hedges JM, Bailey CB, Curran S, Keasling JD. Engineered polyketides: Synergy between protein and host level engineering. Synth Syst Biotechnol 2017; 2:147-166. [PMID: 29318196 PMCID: PMC5655351 DOI: 10.1016/j.synbio.2017.08.005] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 08/26/2017] [Accepted: 08/26/2017] [Indexed: 01/01/2023] Open
Abstract
Metabolic engineering efforts toward rewiring metabolism of cells to produce new compounds often require the utilization of non-native enzymatic machinery that is capable of producing a broad range of chemical functionalities. Polyketides encompass one of the largest classes of chemically diverse natural products. With thousands of known polyketides, modular polyketide synthases (PKSs) share a particularly attractive biosynthetic logic for generating chemical diversity. The engineering of modular PKSs could open access to the deliberate production of both existing and novel compounds. In this review, we discuss PKS engineering efforts applied at both the protein and cellular level for the generation of a diverse range of chemical structures, and we examine future applications of PKSs in the production of medicines, fuels and other industrially relevant chemicals.
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Key Words
- ACP, Acyl carrier protein
- AT, Acyltransferase
- CoL, CoA-Ligase
- Commodity chemical
- DE, Dimerization element
- DEBS, 6-deoxyerythronolide B synthase
- DH, Dehydratase
- ER, Enoylreductase
- FAS, Fatty acid synthases
- KR, Ketoreductase
- KS, Ketosynthase
- LM, Loading module
- LTTR, LysR-type transcriptional regulator
- Metabolic engineering
- Natural products
- PCC, Propionyl-CoA carboxylase
- PDB, Precursor directed biosynthesis
- PK, Polyketide
- PKS, Polyketide synthase
- Polyketide
- Polyketide synthase
- R, Reductase domain
- SARP, Streptomyces antibiotic regulatory protein
- SNAC, N-acetylcysteamine
- Synthetic biology
- TE, Thioesterase
- TKL, Triketide lactone
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Affiliation(s)
| | | | - Constance B. Bailey
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Samuel Curran
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Comparative Biochemistry Graduate Group, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Jay. D. Keasling
- Joint BioEnergy Institute, Emeryville, CA 94608, USA
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- QB3 Institute, University of California, Berkeley, Emeryville, CA 94608, USA
- Department of Chemical & Biomolecular Engineering, Department of Bioengineering, University of California, Berkeley, Berkeley, CA 94720, USA
- Novo Nordisk Foundation Center for Biosustainability, Technical University Denmark, DK2970 Horsholm, Denmark
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32
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Nielsen JC, Nielsen J. Development of fungal cell factories for the production of secondary metabolites: Linking genomics and metabolism. Synth Syst Biotechnol 2017; 2:5-12. [PMID: 29062956 PMCID: PMC5625732 DOI: 10.1016/j.synbio.2017.02.002] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 02/06/2017] [Accepted: 02/07/2017] [Indexed: 12/01/2022] Open
Abstract
The genomic era has revolutionized research on secondary metabolites and bioinformatics methods have in recent years revived the antibiotic discovery process after decades with only few new active molecules being identified. New computational tools are driven by genomics and metabolomics analysis, and enables rapid identification of novel secondary metabolites. To translate this increased discovery rate into industrial exploitation, it is necessary to integrate secondary metabolite pathways in the metabolic engineering process. In this review, we will describe the novel advances in discovery of secondary metabolites produced by filamentous fungi, highlight the utilization of genome-scale metabolic models (GEMs) in the design of fungal cell factories for the production of secondary metabolites and review strategies for optimizing secondary metabolite production through the construction of high yielding platform cell factories.
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Affiliation(s)
| | - Jens Nielsen
- Chalmers University of Technology, Kemivägen 10, Sweden
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33
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Chen H, Huang R, Zhang YHP. Systematic comparison of co-expression of multiple recombinant thermophilic enzymes in Escherichia coli BL21(DE3). Appl Microbiol Biotechnol 2017; 101:4481-4493. [PMID: 28251267 DOI: 10.1007/s00253-017-8206-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 02/14/2017] [Accepted: 02/17/2017] [Indexed: 01/08/2023]
Abstract
The precise control of multiple heterologous enzyme expression levels in one Escherichia coli strain is important for cascade biocatalysis, metabolic engineering, synthetic biology, natural product synthesis, and studies of complexed proteins. We systematically investigated the co-expression of up to four thermophilic enzymes (i.e., α-glucan phosphorylase (αGP), phosphoglucomutase (PGM), glucose 6-phosphate dehydrogenase (G6PDH), and 6-phosphogluconate dehydrogenase (6PGDH)) in E. coli BL21(DE3) by adding T7 promoter or T7 terminator of each gene for multiple genes in tandem, changing gene alignment, and comparing one or two plasmid systems. It was found that the addition of T7 terminator after each gene was useful to decrease the influence of the upstream gene. The co-expression of the four enzymes in E. coli BL21(DE3) was demonstrated to generate two NADPH molecules from one glucose unit of maltodextrin, where NADPH was oxidized to convert xylose to xylitol. The best four-gene co-expression system was based on two plasmids (pET and pACYC) which harbored two genes. As a result, apparent enzymatic activities of the four enzymes were regulated to be at similar levels and the overall four-enzyme activity was the highest based on the formation of xylitol. This study provides useful information for the precise control of multi-enzyme-coordinated expression in E. coli BL21(DE3).
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Affiliation(s)
- Hui Chen
- Biological Systems Engineering Department, Virginia Tech, 304 Seitz Hall, Blacksburg, VA, 24061, USA
| | - Rui Huang
- Biological Systems Engineering Department, Virginia Tech, 304 Seitz Hall, Blacksburg, VA, 24061, USA
| | - Y-H Percival Zhang
- Biological Systems Engineering Department, Virginia Tech, 304 Seitz Hall, Blacksburg, VA, 24061, USA. .,Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China.
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Strucko T, Buron LD, Jarczynska ZD, Nødvig CS, Mølgaard L, Halkier BA, Mortensen UH. CASCADE, a platform for controlled gene amplification for high, tunable and selection-free gene expression in yeast. Sci Rep 2017; 7:41431. [PMID: 28134264 PMCID: PMC5278378 DOI: 10.1038/srep41431] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 12/19/2016] [Indexed: 02/07/2023] Open
Abstract
Over-expression of a gene by increasing its copy number is often desirable in the model yeast Saccharomyces cerevisiae. It may facilitate elucidation of enzyme functions, and in cell factory design it is used to increase production of proteins and metabolites. Current methods are typically exploiting expression from the multicopy 2 μ-derived plasmid or by targeting genes repeatedly into sequences like Ty or rDNA; in both cases, high gene expression levels are often reached. However, with 2 μ-based plasmid expression, the population of cells is very heterogeneous with respect to protein production; and for integration into repeated sequences it is difficult to determine the genetic setup of the resulting strains and to achieve specific gene doses. For both types of systems, the strains often suffer from genetic instability if proper selection pressure is not applied. Here we present a gene amplification system, CASCADE, which enables construction of strains with defined gene copy numbers. One or more genes can be amplified simultaneously and the resulting strains can be stably propagated on selection-free medium. As proof-of-concept, we have successfully used CASCADE to increase heterologous production of two fluorescent proteins, the enzyme β-galactosidase the fungal polyketide 6-methyl salicylic acid and the plant metabolite vanillin glucoside.
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Affiliation(s)
- Tomas Strucko
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
| | - Line Due Buron
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
| | - Zofia Dorota Jarczynska
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
| | - Christina Spuur Nødvig
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
| | - Louise Mølgaard
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
| | - Barbara Ann Halkier
- DynaMo Center, Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871 Frederiksberg C, Denmark
| | - Uffe Hasbro Mortensen
- Eukaryotic Molecular Cell Biology, Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark, Søltofts Plads, Building 223, 2800 Kongens Lyngby, Denmark
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Alberti F, Foster GD, Bailey AM. Natural products from filamentous fungi and production by heterologous expression. Appl Microbiol Biotechnol 2017; 101:493-500. [PMID: 27966047 PMCID: PMC5219032 DOI: 10.1007/s00253-016-8034-2] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 11/22/2016] [Accepted: 11/25/2016] [Indexed: 01/07/2023]
Abstract
Filamentous fungi represent an incredibly rich and rather overlooked reservoir of natural products, which often show potent bioactivity and find applications in different fields. Increasing the naturally low yields of bioactive metabolites within their host producers can be problematic, and yield improvement is further hampered by such fungi often being genetic intractable or having demanding culturing conditions. Additionally, total synthesis does not always represent a cost-effective approach for producing bioactive fungal-inspired metabolites, especially when pursuing assembly of compounds with complex chemistry. This review aims at providing insights into heterologous production of secondary metabolites from filamentous fungi, which has been established as a potent system for the biosynthesis of bioactive compounds. Numerous advantages are associated with this technique, such as the availability of tools that allow enhanced production yields and directing biosynthesis towards analogues of the naturally occurring metabolite. Furthermore, a choice of hosts is available for heterologous expression, going from model unicellular organisms to well-characterised filamentous fungi, which has also been shown to allow the study of biosynthesis of complex secondary metabolites. Looking to the future, fungi are likely to continue to play a substantial role as sources of new pharmaceuticals and agrochemicals-either as producers of novel natural products or indeed as platforms to generate new compounds through synthetic biology.
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Affiliation(s)
- Fabrizio Alberti
- School of Life Sciences and Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL UK
| | - Gary D. Foster
- School of Biological Sciences, University of Bristol, 24 Tyndall Avenue, Bristol, BS8 1TQ UK
| | - Andy M. Bailey
- School of Biological Sciences, University of Bristol, 24 Tyndall Avenue, Bristol, BS8 1TQ UK
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36
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Brown ME, Mukhopadhyay A, Keasling JD. Engineering Bacteria to Catabolize the Carbonaceous Component of Sarin: Teaching E. coli to Eat Isopropanol. ACS Synth Biol 2016; 5:1485-1496. [PMID: 27403844 DOI: 10.1021/acssynbio.6b00115] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We report an engineered strain of Escherichia coli that catabolizes the carbonaceous component of the extremely toxic chemical warfare agent sarin. Enzymatic decomposition of sarin generates isopropanol waste that, with this engineered strain, is then transformed into acetyl-CoA by enzymatic conversion with a key reaction performed by the acetone carboxylase complex (ACX). We engineered the heterologous expression of the ACX complex from Xanthobacter autotrophicus PY2 to match the naturally occurring subunit stoichiometry and purified the recombinant complex from E. coli for biochemical analysis. Incorporating this ACX complex and enzymes from diverse organisms, we introduced an isopropanol degradation pathway in E. coli, optimized induction conditions, and decoupled enzyme expression to probe pathway bottlenecks. Our engineered E. coli consumed 65% of isopropanol compared to no-cell controls and was able to grow on isopropanol as a sole carbon source. In the process, reconstitution of this large ACX complex (370 kDa) in a system naïve to its structural and mechanistic requirements allowed us to study this otherwise cryptic enzyme in more detail than would have been possible in the less genetically tractable native Xanthobacter system.
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Affiliation(s)
- Margaret E. Brown
- Biological
Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Joint BioEnergy Institute, Emeryville, California 94608, United States
| | - Aindrila Mukhopadhyay
- Biological
Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Joint BioEnergy Institute, Emeryville, California 94608, United States
| | - Jay D. Keasling
- Biological
Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Novo
Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kogle Alle, DK2970-Hørsholm, Denmark
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37
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Recent progress in therapeutic natural product biosynthesis using Escherichia coli. Curr Opin Biotechnol 2016; 42:7-12. [DOI: 10.1016/j.copbio.2016.02.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Revised: 02/10/2016] [Accepted: 02/12/2016] [Indexed: 01/29/2023]
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38
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Bond C, Tang Y, Li L. Saccharomyces cerevisiae as a tool for mining, studying and engineering fungal polyketide synthases. Fungal Genet Biol 2016; 89:52-61. [PMID: 26850128 PMCID: PMC4789138 DOI: 10.1016/j.fgb.2016.01.005] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 01/01/2016] [Accepted: 01/09/2016] [Indexed: 12/17/2022]
Abstract
Small molecule secondary metabolites produced by organisms such as plants, bacteria, and fungi form a fascinating and important group of natural products, many of which have shown promise as medicines. Fungi in particular have been important sources of natural product polyketide pharmaceuticals. While the structural complexity of these polyketides makes them interesting and useful bioactive compounds, these same features also make them difficult and expensive to prepare and scale-up using synthetic methods. Currently, nearly all commercial polyketides are prepared through fermentation or semi-synthesis. However, elucidation and engineering of polyketide pathways in the native filamentous fungi hosts are often hampered due to a lack of established genetic tools and of understanding of the regulation of fungal secondary metabolisms. Saccharomyces cerevisiae has many advantages beneficial to the study and development of polyketide pathways from filamentous fungi due to its extensive genetic toolbox and well-studied metabolism. This review highlights the benefits S. cerevisiae provides as a tool for mining, studying, and engineering fungal polyketide synthases (PKSs), as well as notable insights this versatile tool has given us into the mechanisms and products of fungal PKSs.
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Affiliation(s)
- Carly Bond
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095, United States
| | - Yi Tang
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095, United States; Department of Chemistry and Biochemistry, University of California, Los Angeles, CA 90095, United States.
| | - Li Li
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095, United States; Engineering Research Center of Industrial Microbiology (Ministry of Education), College of Life Sciences, Fujian Normal University, Fuzhou, Fujian 350108, China; State Key Laboratory of Microbial Metabolism, Shanghai Jiao Tong University, Shanghai 200030, China
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39
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Cardenas J, Da Silva NA. Engineering cofactor and transport mechanisms in Saccharomyces cerevisiae for enhanced acetyl-CoA and polyketide biosynthesis. Metab Eng 2016; 36:80-89. [PMID: 26969250 DOI: 10.1016/j.ymben.2016.02.009] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2015] [Revised: 02/04/2016] [Accepted: 02/23/2016] [Indexed: 01/01/2023]
Abstract
Synthesis of polyketides at high titer and yield is important for producing pharmaceuticals and biorenewable chemical precursors. In this work, we engineered cofactor and transport pathways in Saccharomyces cerevisiae to increase acetyl-CoA, an important polyketide building block. The highly regulated yeast pyruvate dehydrogenase bypass pathway was supplemented by overexpressing a modified Escherichia coli pyruvate dehydrogenase complex (PDHm) that accepts NADP(+) for acetyl-CoA production. After 24h of cultivation, a 3.7-fold increase in NADPH/NADP(+) ratio was observed relative to the base strain, and a 2.2-fold increase relative to introduction of the native E. coli PDH. Both E. coli pathways increased acetyl-CoA levels approximately 2-fold relative to the yeast base strain. Combining PDHm with a ZWF1 deletion to block the major yeast NADPH biosynthesis pathway resulted in a 12-fold NADPH boost and a 2.2-fold increase in acetyl-CoA. At 48h, only this coupled approach showed increased acetyl-CoA levels, 3.0-fold higher than that of the base strain. The impact on polyketide synthesis was evaluated in a S. cerevisiae strain expressing the Gerbera hybrida 2-pyrone synthase (2-PS) for the production of the polyketide triacetic acid lactone (TAL). Titers of TAL relative to the base strain improved only 30% with the native E. coli PDH, but 3.0-fold with PDHm and 4.4-fold with PDHm in the Δzwf1 strain. Carbon was further routed toward TAL production by reducing mitochondrial transport of pyruvate and acetyl-CoA; deletions in genes POR2, MPC2, PDA1, or YAT2 each increased titer 2-3-fold over the base strain (up to 0.8g/L), and in combination to 1.4g/L. Combining the two approaches (NADPH-generating acetyl-CoA pathway plus reduced metabolite flux into the mitochondria) resulted in a final TAL titer of 1.6g/L, a 6.4-fold increase over the non-engineered yeast strain, and 35% of theoretical yield (0.16g/g glucose), the highest reported to date. These biological driving forces present new avenues for improving high-yield production of acetyl-CoA derived compounds.
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Affiliation(s)
- Javier Cardenas
- Department of Chemical Engineering and Materials Science, University of California, Irvine, CA 92697-2575, USA
| | - Nancy A Da Silva
- Department of Chemical Engineering and Materials Science, University of California, Irvine, CA 92697-2575, USA.
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40
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Li YF, Tsai KJS, Harvey CJB, Li JJ, Ary BE, Berlew EE, Boehman BL, Findley DM, Friant AG, Gardner CA, Gould MP, Ha JH, Lilley BK, McKinstry EL, Nawal S, Parry RC, Rothchild KW, Silbert SD, Tentilucci MD, Thurston AM, Wai RB, Yoon Y, Aiyar RS, Medema MH, Hillenmeyer ME, Charkoudian LK. Comprehensive curation and analysis of fungal biosynthetic gene clusters of published natural products. Fungal Genet Biol 2016; 89:18-28. [PMID: 26808821 DOI: 10.1016/j.fgb.2016.01.012] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 01/20/2016] [Accepted: 01/21/2016] [Indexed: 12/11/2022]
Abstract
Microorganisms produce a wide range of natural products (NPs) with clinically and agriculturally relevant biological activities. In bacteria and fungi, genes encoding successive steps in a biosynthetic pathway tend to be clustered on the chromosome as biosynthetic gene clusters (BGCs). Historically, "activity-guided" approaches to NP discovery have focused on bioactivity screening of NPs produced by culturable microbes. In contrast, recent "genome mining" approaches first identify candidate BGCs, express these biosynthetic genes using synthetic biology methods, and finally test for the production of NPs. Fungal genome mining efforts and the exploration of novel sequence and NP space are limited, however, by the lack of a comprehensive catalog of BGCs encoding experimentally-validated products. In this study, we generated a comprehensive reference set of fungal NPs whose biosynthetic gene clusters are described in the published literature. To generate this dataset, we first identified NCBI records that included both a peer-reviewed article and an associated nucleotide record. We filtered these records by text and homology criteria to identify putative NP-related articles and BGCs. Next, we manually curated the resulting articles, chemical structures, and protein sequences. The resulting catalog contains 197 unique NP compounds covering several major classes of fungal NPs, including polyketides, non-ribosomal peptides, terpenoids, and alkaloids. The distribution of articles published per compound shows a bias toward the study of certain popular compounds, such as the aflatoxins. Phylogenetic analysis of biosynthetic genes suggests that much chemical and enzymatic diversity remains to be discovered in fungi. Our catalog was incorporated into the recently launched Minimum Information about Biosynthetic Gene cluster (MIBiG) repository to create the largest known set of fungal BGCs and associated NPs, a resource that we anticipate will guide future genome mining and synthetic biology efforts toward discovering novel fungal enzymes and metabolites.
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Affiliation(s)
- Yong Fuga Li
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States; Department of Bioengineering, Stanford University, Stanford, CA, United States
| | - Kathleen J S Tsai
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Colin J B Harvey
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States
| | - James Jian Li
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States
| | - Beatrice E Ary
- Department of Chemistry, Bryn Mawr College, Bryn Mawr, PA, United States
| | - Erin E Berlew
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Brenna L Boehman
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - David M Findley
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Alexandra G Friant
- Department of Chemistry, Bryn Mawr College, Bryn Mawr, PA, United States
| | | | - Michael P Gould
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Jae H Ha
- Department of Chemistry, Bryn Mawr College, Bryn Mawr, PA, United States
| | - Brenna K Lilley
- Department of Biology, Haverford College, Haverford, PA, United States
| | - Emily L McKinstry
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Saadia Nawal
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Robert C Parry
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | | | - Samantha D Silbert
- Department of Chemistry, Bryn Mawr College, Bryn Mawr, PA, United States
| | | | - Alana M Thurston
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Rebecca B Wai
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Yongjin Yoon
- Department of Chemistry, Haverford College, Haverford, PA, United States
| | - Raeka S Aiyar
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States
| | - Marnix H Medema
- Bioinformatics Group, Wageningen University, The Netherlands
| | - Maureen E Hillenmeyer
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States.
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41
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Identification of the Sfp-Type PPTase EppA from the Lichenized Fungus Evernia prunastri. PLoS One 2016; 11:e0145624. [PMID: 26784935 PMCID: PMC4718654 DOI: 10.1371/journal.pone.0145624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 12/07/2015] [Indexed: 01/12/2023] Open
Abstract
In the last decades, natural products from lichens have gained more interest for pharmaceutical application due to the broad range of their biological activity. However, isolation of the compounds of interest directly from the lichen is neither feasible nor sustainable due to slow growth of many lichens. In order to develop a pipeline for heterologous expression of lichen biosynthesis gene clusters and thus the sustainable production of their bioactive compounds we have identified and characterized the phosphopantheteinyl transferase (PPTase) EppA from the lichen Evernia prunastri. The Sfp-type PPTase EppA was functionally characterized through heterologous expression in E. coli using the production of the blue pigment indigoidine as readout and by complementation of a lys5 deletion in S. cerevisiae.
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42
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The substrate promiscuity of a phosphopantetheinyl transferase SchPPT for coenzyme A derivatives and acyl carrier proteins. Arch Microbiol 2016; 198:193-7. [PMID: 26748983 DOI: 10.1007/s00203-015-1179-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 11/24/2015] [Accepted: 12/09/2015] [Indexed: 10/22/2022]
Abstract
Phosphopantetheinyl transferases (PPTases) catalyze the posttranslational modification of acyl carrier proteins (ACPs) in fatty acid synthases (FASs), ACPs in polyketide synthases, and peptidyl carrier proteins (PCPs) in nonribosomal peptide synthetases (NRPSs) in all organisms. Some bacterial PPTases have broad substrate specificities for ACPs/PCPs and/or coenzyme A (CoA)/CoA analogs, facilitating their application in metabolite production in hosts and/or labeling of ACPs/PCPs, respectively. Here, a group II PPTase SchPPT from Streptomyces chattanoogensis L10 was characterized to accept a heterologous ACP and acetyl-CoA. Thus, SchPPT is a promiscuous PPTase and may be used on polyketide production in heterologous bacterial host and labeling of ACPs.
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43
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Abstract
The emergence of next-generation sequencing has provided new opportunities in the discovery of new nonribosomal peptides (NRPs) and NRP synthethases (NRPSs). However, there remain challenges for the characterization of these megasynthases. While genetic methods in native hosts are critical in elucidation of the function of fungal NRPS, in vitro assays of intact heterologously expressed proteins provide deeper mechanistic insights in NRPS enzymology. Our previous work in the study of NRPS takes advantage of Saccharomyces cerevisiae strain BJ5464-npgA as a robust and versatile platform for characterization of fungal NRPSs. Here we describe the use of yeast recombination strategies in S. cerevisiae for cloning of the NRPS coding sequence in 2μ-based expression vector; the use of affinity chromatography for purification of NRPS from the total S. cerevisiae soluble protein fraction; and strategies for reconstitution of NRPSs activities in vitro.
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Affiliation(s)
- Ralph A Cacho
- Department of Chemical and Biomolecular Engineering, University of California, 5531 Boelter Hall, 420 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Yi Tang
- Department of Chemical and Biomolecular Engineering, University of California, 5531 Boelter Hall, 420 Westwood Plaza, Los Angeles, CA, 90095, USA.
- Department of Chemistry and Biochemistry, University of California, 5531 Boelter Hall, 420 Westwood Plaza, Los Angeles, CA, 90095, USA.
- Department of Bioengineering, University of California, 5531 Boelter Hall, 420 Westwood Plaza, Los Angeles, CA, 90095, USA.
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44
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So KK, Chung YJ, Kim JM, Kim BT, Park SM, Kim DH. Identification of a Polyketide Synthase Gene in the Synthesis of Phleichrome of the Phytopathogenic Fungus Cladosporium phlei. Mol Cells 2015; 38:1105-10. [PMID: 26612679 PMCID: PMC4697002 DOI: 10.14348/molcells.2015.0208] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 09/21/2015] [Accepted: 09/30/2015] [Indexed: 12/23/2022] Open
Abstract
Phleichrome, a pigment produced by the phytopathogenic fungus Cladosporium phlei, is a fungal perylenequinone whose photodynamic activity has been studied intensively. To determine the biological function of phleichrome and to engineer a strain with enhanced production of phleichrome, we identified the gene responsible for the synthesis of phleichrome. Structural comparison of phleichrome with other fungal perylenequinones suggested that phleichrome is synthesized via polyketide pathway. We recently identified four different polyketide synthase (PKS) genes encompassing three major clades of fungal PKSs that differ with respect to reducing conditions for the polyketide product. Based on in silico analysis of cloned genes, we hypothesized that the non-reducing PKS gene, Cppks1, is involved in phleichrome biosynthesis. Increased accumulation of Cppks1 transcript was observed in response to supplementation with the application of synthetic inducer cyclo-(l-Pro-l-Phe). In addition, heterologous expression of the Cppks1 gene in Cryphonectria parasitica resulted in the production of phleichrome. These results provide convincing evidence that the Cppks1 gene is responsible for the biosynthesis of phleichrome.
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Affiliation(s)
- Kum-Kang So
- Institute for Molecular Biology and Genetics, Chonbuk National University, Jeonju 561-756,
Korea
| | - Yun-Jo Chung
- Physical Lab., Center for University-wide Research Facilities, Chonbuk National University, Jeonju 561-756,
Korea
| | - Jung-Mi Kim
- Department of Bio-Environmental Chemistry, Institute of Life Science and Natural Resources, Wonkwang University, Iksan 570-749,
Korea
| | - Beom-Tae Kim
- Research Center of Bioactive Materials, Chonbuk National University, Jeonju 561-756,
Korea
| | - Seung-Moon Park
- Institute for Molecular Biology and Genetics, Chonbuk National University, Jeonju 561-756,
Korea
| | - Dae-Hyuk Kim
- Institute for Molecular Biology and Genetics, Chonbuk National University, Jeonju 561-756,
Korea
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45
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Deepika VB, Murali TS, Satyamoorthy K. Modulation of genetic clusters for synthesis of bioactive molecules in fungal endophytes: A review. Microbiol Res 2015; 182:125-40. [PMID: 26686621 DOI: 10.1016/j.micres.2015.10.009] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 10/21/2015] [Accepted: 10/26/2015] [Indexed: 11/26/2022]
Abstract
Novel drugs with unique and targeted mode of action are very much need of the hour to treat and manage severe multidrug infections and other life-threatening complications. Though natural molecules have proved to be effective and environmentally safe, the relative paucity of discovery of new drugs has forced us to lean towards synthetic chemistry for developing novel drug molecules. Plants and microbes are the major resources that we rely upon in our pursuit towards discovery of novel compounds of pharmacological importance with less toxicity. Endophytes, an eclectic group of microbes having the potential to chemically bridge the gap between plants and microbes, have attracted the most attention due to their relatively high metabolic versatility. Since continuous large scale supply of major metabolites from microfungi and especially endophytes is severely impeded by the phenomenon of attenuation in axenic cultures, the major challenge is to understand the regulatory mechanisms in operation that drive the expression of metabolic gene clusters of pharmaceutical importance. This review is focused on the major regulatory elements that operate in filamentous fungi and various combinatorial multi-disciplinary approaches involving bioinformatics, molecular biology, and metabolomics that could aid in large scale synthesis of important lead molecules.
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Affiliation(s)
- V B Deepika
- Division of Biotechnology, School of Life Sciences, Manipal University, Manipal 576104, India
| | - T S Murali
- Division of Biotechnology, School of Life Sciences, Manipal University, Manipal 576104, India.
| | - K Satyamoorthy
- Division of Biotechnology, School of Life Sciences, Manipal University, Manipal 576104, India
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46
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Mattern DJ, Valiante V, Unkles SE, Brakhage AA. Synthetic biology of fungal natural products. Front Microbiol 2015; 6:775. [PMID: 26284053 PMCID: PMC4519758 DOI: 10.3389/fmicb.2015.00775] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 07/14/2015] [Indexed: 01/08/2023] Open
Abstract
Synthetic biology is an ever-expanding field in science, also encompassing the research area of fungal natural product (NP) discovery and production. Until now, different aspects of synthetic biology have been covered in fungal NP studies from the manipulation of different regulatory elements and heterologous expression of biosynthetic pathways to the engineering of different multidomain biosynthetic enzymes such as polyketide synthases or non-ribosomal peptide synthetases. The following review will cover some of the exemplary studies of synthetic biology in filamentous fungi showing the capacity of these eukaryotes to be used as model organisms in the field. From the vast array of different NPs produced to the ease for genetic manipulation, filamentous fungi have proven to be an invaluable source for the further development of synthetic biology tools.
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Affiliation(s)
- Derek J Mattern
- Department of Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology - Hans Knöll Institute , Jena, Germany ; Institute for Microbiology, Friedrich Schiller University , Jena, Germany
| | - Vito Valiante
- Leibniz Junior Research Group "Biobricks of Microbial Natural Product Syntheses" , Jena, Germany
| | - Shiela E Unkles
- School of Biology, Biomedical Sciences Research Complex, University of St Andrews , St Andrews, UK
| | - Axel A Brakhage
- Department of Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology - Hans Knöll Institute , Jena, Germany ; Institute for Microbiology, Friedrich Schiller University , Jena, Germany
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47
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Kavšček M, Stražar M, Curk T, Natter K, Petrovič U. Yeast as a cell factory: current state and perspectives. Microb Cell Fact 2015; 14:94. [PMID: 26122609 PMCID: PMC4486425 DOI: 10.1186/s12934-015-0281-x] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Accepted: 06/11/2015] [Indexed: 02/06/2023] Open
Abstract
The yeast Saccharomyces cerevisiae is one of the oldest and most frequently used microorganisms in biotechnology with successful applications in the production of both bulk and fine chemicals. Yet, yeast researchers are faced with the challenge to further its transition from the old workhorse to a modern cell factory, fulfilling the requirements for next generation bioprocesses. Many of the principles and tools that are applied for this development originate from the field of synthetic biology and the engineered strains will indeed be synthetic organisms. We provide an overview of the most important aspects of this transition and highlight achievements in recent years as well as trends in which yeast currently lags behind. These aspects include: the enhancement of the substrate spectrum of yeast, with the focus on the efficient utilization of renewable feedstocks, the enhancement of the product spectrum through generation of independent circuits for the maintenance of redox balances and biosynthesis of common carbon building blocks, the requirement for accurate pathway control with improved genome editing and through orthogonal promoters, and improvement of the tolerance of yeast for specific stress conditions. The causative genetic elements for the required traits of the future yeast cell factories will be assembled into genetic modules for fast transfer between strains. These developments will benefit from progress in bio-computational methods, which allow for the integration of different kinds of data sets and algorithms, and from rapid advancement in genome editing, which will enable multiplexed targeted integration of whole heterologous pathways. The overall goal will be to provide a collection of modules and circuits that work independently and can be combined at will, depending on the individual conditions, and will result in an optimal synthetic host for a given production process.
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Affiliation(s)
- Martin Kavšček
- Institute of Molecular Biosciences, University of Graz, Humboldtstrasse 50/II, 8010, Graz, Austria.
| | - Martin Stražar
- Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia.
| | - Tomaž Curk
- Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia.
| | - Klaus Natter
- Institute of Molecular Biosciences, University of Graz, Humboldtstrasse 50/II, 8010, Graz, Austria.
| | - Uroš Petrovič
- Department of Molecular and Biomedical Sciences, Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia.
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48
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Yang J, Xiong ZQ, Song SJ, Wang JF, Lv HJ, Wang Y. Improving heterologous polyketide production in Escherichia coli by transporter engineering. Appl Microbiol Biotechnol 2015; 99:8691-700. [DOI: 10.1007/s00253-015-6718-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 04/27/2015] [Accepted: 05/21/2015] [Indexed: 10/23/2022]
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Kakule TB, Jadulco RC, Koch M, Janso JE, Barrows LR, Schmidt EW. Native promoter strategy for high-yielding synthesis and engineering of fungal secondary metabolites. ACS Synth Biol 2015; 4:625-33. [PMID: 25226362 PMCID: PMC4487227 DOI: 10.1021/sb500296p] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
![]()
Strategies
are needed for the robust production of cryptic, silenced,
or engineered secondary metabolites in fungi. The filamentous fungus Fusarium heterosporum natively synthesizes the polyketide
equisetin at >2 g L–1 in a controllable manner.
We hypothesized that this production level was achieved by regulatory
elements in the equisetin pathway, leading to the prediction that
the same regulatory elements would be useful in producing other secondary
metabolites. This was tested by using the native eqxS promoter and eqxR regulator in F. heterosporum, synthesizing heterologous natural products in yields of ∼1
g L–1. As proof of concept for the practical application,
we resurrected an extinct pathway from an endophytic fungus with an
initial yield of >800 mg L–1, leading to the
practical
synthesis of a selective antituberculosis agent. Finally, the method
enabled new insights into the function of polyketide synthases in
filamentous fungi. These results demonstrate a strategy for optimally
employing native regulators for the robust synthesis of secondary
metabolites.
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Affiliation(s)
| | | | | | - Jeffrey E. Janso
- Natural Products,
Worldwide Medicinal Chemistry, Pfizer Worldwide Research and Development, Groton, Connecticut 06355, United States
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50
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Anyaogu DC, Mortensen UH. Heterologous production of fungal secondary metabolites in Aspergilli. Front Microbiol 2015; 6:77. [PMID: 25713568 PMCID: PMC4322707 DOI: 10.3389/fmicb.2015.00077] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2014] [Accepted: 01/21/2015] [Indexed: 12/24/2022] Open
Abstract
Fungal natural products comprise a wide range of compounds. Some are medically attractive as drugs and drug leads, some are used as food additives, while others are harmful mycotoxins. In recent years the genome sequence of several fungi has become available providing genetic information of a large number of putative biosynthetic pathways. However, compound discovery is difficult as the genes required for the production of the compounds often are silent or barely expressed under laboratory conditions. Furthermore, the lack of available tools for genetic manipulation of most fungal species hinders pathway discovery. Heterologous expression of the biosynthetic pathway in model systems or cell factories facilitates product discovery, elucidation, and production. This review summarizes the recent strategies for heterologous expression of fungal biosynthetic pathways in Aspergilli.
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Affiliation(s)
- Diana Chinyere Anyaogu
- Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark Kongens Lyngby, Denmark
| | - Uffe Hasbro Mortensen
- Section for Eukaryotic Biotechnology, Department of Systems Biology, Technical University of Denmark Kongens Lyngby, Denmark
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