1
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Lu WL, Xie XG, Ai HW, Wu HF, Dai YY, Wang LN, Rahman K, Su J, Sun K, Han T. Crosstalk between H 2O 2 and Ca 2+ signaling is involved in root endophyte-enhanced tanshinone biosynthesis of Salvia miltiorrhiza. Microbiol Res 2024; 285:127740. [PMID: 38795408 DOI: 10.1016/j.micres.2024.127740] [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: 02/17/2024] [Revised: 04/19/2024] [Accepted: 04/28/2024] [Indexed: 05/28/2024]
Abstract
Tanshinones are bioactive ingredients derived from the herbal plant Salvia miltiorrhiza and are used for treating diseases of the heart and brain, thus ensuring quality of S. miltiorrhiza is paramount. Applying the endophytic fungus Trichoderma atroviride D16 can significantly increase the content of tanshinones in S. miltiorrhiza, but the potential mechanism remains unknown. In the present study, the colonization of D16 effectively enhanced the levels of Ca2+ and H2O2 in the roots of S. miltiorrhiza, which is positively correlated with increased tanshinones accumulation. Further experiments found that the treatment of plantlets with Ca2+ channel blocker (LaCl3) or H2O2 scavenger (DMTU) blocked D16-promoted tanshinones production. LaCl3 suppressed not only the D16-induced tanshinones accumulation but also the induced Ca2+ and H2O2 generation; nevertheless, DMTU did not significantly inhibit the induced Ca2+ biosynthesis, implying that Ca2+ acted upstream in H2O2 production. These results were confirmed by observations that S. miltiorrhiza treated with D16, CaCl2, and D16+LaCl3 exhibit H2O2 accumulation and influx in the roots. Moreover, H2O2 as a downstream signal of Ca2+ is involved in D16 enhanced tanshinones synthesis by inducing the expression of genes related to the biosynthesis of tanshinones, such as DXR, HMGR, GGPPS, CPS, KSL and CYP76AH1 genes. Transcriptomic analysis further supported that D16 activated the transcriptional responses related to Ca2+ and H2O2 production and tanshinones synthesis in S. miltiorrhiza seedlings. This is the first report that Ca2+ and H2O2 play important roles in regulating fungal-plant interactions thus improving the quality in the D16-S. miltiorrhiza system.
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Affiliation(s)
- Wei-Lan Lu
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China
| | - Xing-Guang Xie
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China
| | - Hong-Wei Ai
- The 967th hospital of PLA, Dalian 116000, People's Republic of China
| | - Hui-Fen Wu
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China; School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan 250355, People's Republic of China
| | - Yuan-Yuan Dai
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China; School of Pharmacy, Zhejiang University of Traditional Chinese Medicine, Hangzhou 310053, People's Republic of China
| | - Lu-Nuan Wang
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China
| | - Khalid Rahman
- Faculty of Science, School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Juan Su
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China.
| | - Kai Sun
- Jiangsu Key Laboratory for Microbes and Functional Genomics, Jiangsu Engineering and Technology Research Center for Industrialization of Microbial Resources, College of Life Sciences, Nanjing Normal University, Nanjing 210023, People's Republic of China.
| | - Ting Han
- School of Pharmacy, Naval Medical University, Shanghai 200433, People's Republic of China.
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2
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Tian L, Shi J, Yang L, Wei A. Molecular Cloning and Functional Analysis of DXS and FPS Genes from Zanthoxylum bungeanum Maxim. Foods 2022; 11:foods11121746. [PMID: 35741944 PMCID: PMC9223008 DOI: 10.3390/foods11121746] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/10/2022] [Accepted: 06/13/2022] [Indexed: 02/04/2023] Open
Abstract
Zanthoxylum bungeanum Maxim. (Z. bungeanum) has attracted attention for its rich aroma. The aroma of Z. bungeanum is mainly volatile terpenes synthesized by plant terpene metabolic pathways. However, there is little information on Z. bungeanum terpene metabolic gene. In this study, the coding sequence of 1-deoxy-D-xylulose-5-phosphate synthase (DXS) and farnesyl pyrophosphate synthase (FPS) were cloned from Z. bungeanum cv. 'Fengxiandahongpao.' ZbDXS and ZbFPS genes from Z. bungeanum with CDS lengths of 2172 bp and 1029 bp, respectively. The bioinformatics results showed that Z. bungeanum was closely related to citrus, and it was deduced that ZbFPS were hydrophilic proteins without the transmembrane domain. Subcellular localization prediction indicated that ZbDXS was most likely to be located in chloroplasts, and ZbFPS was most likely to be in mitochondria. Meanwhile, the 3D protein structure showed that ZbDXS and ZbFPS were mainly composed of α-helices, which were folded into a single domain. In vitro enzyme activity experiments showed that purified proteins ZbDXS and ZbFPS had the functions of DXS enzyme and FPS enzyme. Transient expression of ZbDXS and ZbFPS in tobacco significantly increased tobacco's terpene content. Moreover, ZbDXS and ZbFPS were expressed in different tissues of Z. bungeanum, and the relative expression of the two genes was the highest in fruits. Therefore, this suggests that ZbDXS and ZbFPS are positively related to terpene synthesis. This study could provide reference genes for improving Z. bungeanum breeding as well as for the Rutaceae research.
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Affiliation(s)
- Lu Tian
- College of Forestry, Northwest A&F University, Yangling, Xianyang 712100, China; (L.T.); (J.S.); (L.Y.)
- Research Centre for Engineering and Technology of Zanthoxylum State Forestry Administration, Yangling, Xianyang 712100, China
| | - Jingwei Shi
- College of Forestry, Northwest A&F University, Yangling, Xianyang 712100, China; (L.T.); (J.S.); (L.Y.)
- Research Centre for Engineering and Technology of Zanthoxylum State Forestry Administration, Yangling, Xianyang 712100, China
| | - Lin Yang
- College of Forestry, Northwest A&F University, Yangling, Xianyang 712100, China; (L.T.); (J.S.); (L.Y.)
| | - Anzhi Wei
- College of Forestry, Northwest A&F University, Yangling, Xianyang 712100, China; (L.T.); (J.S.); (L.Y.)
- Research Centre for Engineering and Technology of Zanthoxylum State Forestry Administration, Yangling, Xianyang 712100, China
- Correspondence: ; Tel.: +86-029-8708-2211
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3
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Li M, Long B, Dai SY, Golden JW, Wang X, Yuan JS. Altered Carbon Partitioning Enhances CO 2 to Terpene Conversion in Cyanobacteria. BIODESIGN RESEARCH 2022; 2022:9897425. [PMID: 37850123 PMCID: PMC10521692 DOI: 10.34133/2022/9897425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 01/11/2022] [Indexed: 10/19/2023] Open
Abstract
Photosynthetic terpene production represents one of the most carbon and energy-efficient routes for converting CO2 into hydrocarbon. In photosynthetic organisms, metabolic engineering has led to limited success in enhancing terpene productivity, partially due to the low carbon partitioning. In this study, we employed systems biology analysis to reveal the strong competition for carbon substrates between primary metabolism (e.g., sucrose, glycogen, and protein synthesis) and terpene biosynthesis in Synechococcus elongatus PCC 7942. We then engineered key "source" and "sink" enzymes. The "source" limitation was overcome by knocking out either sucrose or glycogen biosynthesis to significantly enhance limonene production via altered carbon partitioning. Moreover, a fusion enzyme complex with geranyl diphosphate synthase (GPPS) and limonene synthase (LS) was designed to further improve pathway kinetics and substrate channeling. The synergy between "source" and "sink" achieved a limonene titer of 21.0 mg/L. Overall, the study demonstrates that balancing carbon flux between primary and secondary metabolism can be an effective approach to enhance terpene bioproduction in cyanobacteria. The design of "source" and "sink" synergy has significant potential in improving natural product yield in photosynthetic species.
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Affiliation(s)
- Man Li
- Synthetic and Systems Biology Innovation Hub, Texas A&M University, College Station, Texas 77843, USA
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843, USA
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of ScienceChina
| | - Bin Long
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843, USA
| | - Susie Y. Dai
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843, USA
| | - James W. Golden
- Section of Molecular Biology, University of California San Diego, La Jolla, CA 92093, USA
| | - Xin Wang
- Synthetic and Systems Biology Innovation Hub, Texas A&M University, College Station, Texas 77843, USA
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843, USA
- Department of Microbiology, Miami University, Oxford, Ohio 45056, USA
| | - Joshua S. Yuan
- Synthetic and Systems Biology Innovation Hub, Texas A&M University, College Station, Texas 77843, USA
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843, USA
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4
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Long B, Fischer B, Zeng Y, Amerigian Z, Li Q, Bryant H, Li M, Dai SY, Yuan JS. Machine learning-informed and synthetic biology-enabled semi-continuous algal cultivation to unleash renewable fuel productivity. Nat Commun 2022; 13:541. [PMID: 35087023 PMCID: PMC8795378 DOI: 10.1038/s41467-021-27665-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 12/01/2021] [Indexed: 11/29/2022] Open
Abstract
Algal biofuel is regarded as one of the ultimate solutions for renewable energy, but its commercialization is hindered by growth limitations caused by mutual shading and high harvest costs. We overcome these challenges by advancing machine learning to inform the design of a semi-continuous algal cultivation (SAC) to sustain optimal cell growth and minimize mutual shading. An aggregation-based sedimentation (ABS) strategy is then designed to achieve low-cost biomass harvesting and economical SAC. The ABS is achieved by engineering a fast-growing strain, Synechococcus elongatus UTEX 2973, to produce limonene, which increases cyanobacterial cell surface hydrophobicity and enables efficient cell aggregation and sedimentation. SAC unleashes cyanobacterial growth potential with 0.1 g/L/hour biomass productivity and 0.2 mg/L/hour limonene productivity over a sustained period in photobioreactors. Scaling-up the SAC with an outdoor pond system achieves a biomass yield of 43.3 g/m2/day, bringing the minimum biomass selling price down to approximately $281 per ton. Growth limitation caused by mutual shading and the high harvest cost hamper algal biofuel production. Here, the authors overcome these two problems by designing a semi-continuous algal cultivation system and an aggregation-based sedimentation strategy to achieve high levels production of biomass and limonene.
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Affiliation(s)
- Bin Long
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Bart Fischer
- Department of Agricultural Economics, Texas A&M University, College Station, TX, 77843, USA
| | - Yining Zeng
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Zoe Amerigian
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Qiang Li
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Henry Bryant
- Department of Agricultural Economics, Texas A&M University, College Station, TX, 77843, USA
| | - Man Li
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA.,Synthetic and Systems Biology Innovation Hub (SSBiH), Texas A&M University, College Station, TX, 77843, USA
| | - Susie Y Dai
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA.,Synthetic and Systems Biology Innovation Hub (SSBiH), Texas A&M University, College Station, TX, 77843, USA
| | - Joshua S Yuan
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA. .,Synthetic and Systems Biology Innovation Hub (SSBiH), Texas A&M University, College Station, TX, 77843, USA.
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5
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Shinde S, Singapuri S, Jiang Z, Long B, Wilcox D, Klatt C, Jones JA, Yuan JS, Wang X. Thermodynamics contributes to high limonene productivity in cyanobacteria. Metab Eng Commun 2022; 14:e00193. [PMID: 35145855 PMCID: PMC8801761 DOI: 10.1016/j.mec.2022.e00193] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 01/02/2023] Open
Abstract
Terpenoids are a large group of secondary metabolites with broad industrial applications. Engineering cyanobacteria is an attractive route for the sustainable production of commodity terpenoids. Currently, a major obstacle lies in the low productivity attained in engineered cyanobacterial strains. Traditional metabolic engineering to improve pathway kinetics has led to limited success in enhancing terpenoid productivity. In this study, we reveal thermodynamics as the main determinant for high limonene productivity in cyanobacteria. Through overexpressing the primary sigma factor, a higher photosynthetic rate was achieved in an engineered strain of Synechococcus elongatus PCC 7942. Computational modeling and wet lab analyses showed an increased flux toward both native carbon sink glycogen synthesis and the non-native limonene synthesis from photosynthate output. On the other hand, comparative proteomics showed decreased expression of terpene pathway enzymes, revealing their limited role in determining terpene flux. Lastly, growth optimization by enhancing photosynthesis has led to a limonene titer of 19 mg/L in 7 days with a maximum productivity of 4.3 mg/L/day. This study highlights the importance of enhancing photosynthesis and substrate input for the high productivity of secondary metabolic pathways, providing a new strategy for future terpenoid engineering in phototrophs. Pathway enzyme engineering marginally increases cyanobacterial terpene production. Sigma factor overexpression improves photosynthetic efficiency in cyanobacteria. Enhanced photosynthesis results in high limonene production in cyanobacteria. Enhanced photosynthesis provides high thermodynamic driving force for terpenes.
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Affiliation(s)
- Shrameeta Shinde
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Sonali Singapuri
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Zhenxiong Jiang
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Bin Long
- Synthetic and Systems Biology Innovation Hub, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Danielle Wilcox
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Camille Klatt
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - J. Andrew Jones
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Joshua S. Yuan
- Synthetic and Systems Biology Innovation Hub, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Xin Wang
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
- Corresponding author.
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6
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Efficient Terpene Production by Marine Thraustochytrids: Shedding Light on the Thermodynamic Driving Force. mBio 2021; 12:e0197621. [PMID: 34579577 PMCID: PMC8546548 DOI: 10.1128/mbio.01976-21] [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] [Indexed: 11/29/2022] Open
Abstract
Terpenoids, such as squalene, are valuable compounds for cosmetic and drug industries, the supply of which is often limited by natural sources. Alternative production strategies have been investigated for decades but remain challenging due to low yields. In a recent study, Zhang and coworkers (A. Zhang, K. Mernitz, C. Wu, W. Xiong, et al., mBio 12:e0088121, 2021, https://doi.org/10.1128/mBio.00881-21) report the potential use of marine thraustochytrid metabolic thermodynamics in effective terpene engineering. Through comparative proteomics and metabolomics, as well as thermodynamic modeling, the authors demonstrated sodium-induced changes in thraustochytrid metabolism leading to a twofold increase in squalene accumulation. The differential abundances of the metabolic enzymes and metabolites, as well as higher respiration, indicated the metabolic shift from carbohydrate to lipid oxidation and increased ATP input to the mevalonate pathway and squalene synthesis. This breakthrough provides new important insights into microbial terpene metabolic engineering but above all displays thermodynamics as a valuable tool in metabolic engineering.
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7
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Zhang A, Mernitz K, Wu C, Xiong W, He Y, Wang G, Wang X. ATP Drives Efficient Terpene Biosynthesis in Marine Thraustochytrids. mBio 2021; 12:e0088121. [PMID: 34182781 PMCID: PMC8262955 DOI: 10.1128/mbio.00881-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 05/19/2021] [Indexed: 11/20/2022] Open
Abstract
Understanding carbon flux controlling mechanisms in a tangled metabolic network is an essential question of cell metabolism. Secondary metabolism, such as terpene biosynthesis, has evolved with low carbon flux due to inherent pathway constraints. Thraustochytrids are a group of heterotrophic marine unicellular protists and can accumulate terpenoids under the high-salt conditions in their natural environment. However, the mechanism behind terpene accumulation is not well understood. Here, we show that terpene biosynthesis in Thraustochytrium sp. ATCC 26185 is constrained by local thermodynamics in the mevalonate pathway. Thermodynamic analysis reveals metabolite limitation in the nondecarboxylative Claisen condensation of acetyl-coenzyme A (CoA) to the acetoacetyl-CoA step, catalyzed by the acetyl-CoA acetyltransferase (ACAT). Through a sodium-elicited mechanism, higher respiration leads to increased ATP investment into the mevalonate pathway, providing a strong thermodynamic driving force for enhanced terpene biosynthesis. Proteomic and metabolomic analyses further show that the increased ATP demands are fulfilled by shifting energy generation from carbohydrate to lipid oxidation. This study demonstrates a unique strategy in nature that uses ATP to drive a low-flux metabolic pathway, providing an alternative solution for efficient terpene metabolic engineering. IMPORTANCE Terpenoids are a large class of lipid molecules with important biological functions and diverse industrial and medicinal applications. Metabolic engineering for terpene production has been hindered by the low-flux distribution to its biosynthesis pathway. In practice, a high substrate load is generally required to reach high product titers. Here, we show that mevalonate-derived terpene biosynthesis is constrained by local pathway thermodynamics, which can only be partially relieved by increasing substrate levels. Through comparative omics and biochemical analyses, we discovered a unique mechanism for high terpene accumulation in marine protist thraustochytrids. Through a sodium-induced mechanism, thraustochytrids shift their energy metabolism from carbohydrate to lipid oxidation for enhanced ATP production, providing a strong thermodynamic driving force for efficient terpene biosynthesis. This study reveals an important mechanism in eukaryotes to overcome the thermodynamic constraint in low-flux pathways by increased ATP consumption. Engineering energy metabolism thus provides an important alternative to relieve flux constraints in low-flux and energy-consuming pathways.
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Affiliation(s)
- Aiqing Zhang
- School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- Department of Microbiology, Miami University, Oxford, Ohio, USA
| | - Kaya Mernitz
- Department of Microbiology, Miami University, Oxford, Ohio, USA
| | - Chao Wu
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Wei Xiong
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Yaodong He
- School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- Department of Microbiology, Miami University, Oxford, Ohio, USA
| | - Guangyi Wang
- School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Xin Wang
- Department of Microbiology, Miami University, Oxford, Ohio, USA
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8
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Pourghasemi Lati M, Ståhle J, Meyer M, Verho O. A Study of an 8-Aminoquinoline-Directed C(sp 2)-H Arylation Reaction on the Route to Chiral Cyclobutane Keto Acids from Myrtenal. J Org Chem 2021; 86:8527-8537. [PMID: 34042431 PMCID: PMC8279478 DOI: 10.1021/acs.joc.1c00774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Indexed: 02/03/2023]
Abstract
This work outlines a synthetic route that can be used to access chiral cyclobutane keto acids with two stereocenters in five steps from the inexpensive terpene myrtenal. Furthermore, the developed route includes an 8-aminoquinoline-directed C(sp2)-H arylation as one of its key steps, which allows a wide range of aryl and heteroaryl groups to be incorporated into the bicyclic myrtenal scaffold prior to the ozonolysis-based ring-opening step that furnishes the target cyclobutane keto acids. This synthetic route is expected to find many applications connected to the synthesis of natural product-like compounds and small molecule libraries.
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Affiliation(s)
- Monireh Pourghasemi Lati
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Jonas Ståhle
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Michael Meyer
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Oscar Verho
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106 91 Stockholm, Sweden
- Department
of Medicinal Chemistry, Uppsala Biomedical Centre, Uppsala University, SE-751 23 Uppsala, Sweden
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9
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Savage TR, Zhang D. Superstructure Reaction Network Design for the Synthesis of Biobased Sustainable Nitrogen-Containing Polymers. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b06511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Thomas R. Savage
- Centre for Process Integration, Department of Chemical Engineering and Analytical Science, University of Manchester, Sackville Street, Manchester M1 3AL, U.K
| | - Dongda Zhang
- Centre for Process Integration, Department of Chemical Engineering and Analytical Science, University of Manchester, Sackville Street, Manchester M1 3AL, U.K
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10
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Xue L, He Z, Bi X, Xu W, Wei T, Wu S, Hu S. Transcriptomic profiling reveals MEP pathway contributing to ginsenoside biosynthesis in Panax ginseng. BMC Genomics 2019; 20:383. [PMID: 31101014 PMCID: PMC6524269 DOI: 10.1186/s12864-019-5718-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 04/18/2019] [Indexed: 11/10/2022] Open
Abstract
Background Panax ginseng C. A. Mey is one of famous medicinal herb plant species. Its major bioactive compounds are various ginsenosides in roots and rhizomes. It is commonly accepted that ginsenosides are synthesized from terpene precursors, IPP and DMAPP, through the cytoplasmic mevalonate (MVA) pathway. Another plastic 2-C-methyl-D-erythritol 4-phosphate (MEP) pathway was proved also contributing to ginsenoside generation in the roots of P. ginseng by using specific chemical inhibitors recently. But their gene expression characteristics are still under reveal in P. ginseng. With the development of the high-throughput next generation sequencing (NGS) technologies, we have opportunities to discover more about the complex ginsenoside biosynthesis pathways in P. ginseng. Results We carried out deep RNA sequencing and comprehensive analyses on the ginseng root samples of 1–5 years old and five different tissues of 5 years old ginseng plants. The de novo assembly totally generated 48,165 unigenes, including 380 genes related to ginsenoside biosynthesis and all the genes encoding the enzymes of the MEP pathway and the MVA pathway. We further illustrated the gene expression profiles related to ginsenoside biosynthesis among 1–5 year-old roots and different tissues of 5 year-old ginseng plants. Particularly for the first time, we revealed that the gene transcript abundances of the MEP pathway were similar to those of the MVA pathway in ginseng roots but higher in ginseng leaves. The IspD was predicated to be the rate-limiting enzyme in the MEP pathway through both co-expression network and gene expression profile analyses. Conclusions At the transcriptional level, the MEP pathway has similar contribution to ginsenoside biosynthesis in ginseng roots, but much higher in ginseng leaves, compared with the MVA pathway. The IspD might be the key enzyme for ginsenoside generation through the MEP pathway. These results provide new information for further synthetic biology study on ginsenoside metabolic regulation. Electronic supplementary material The online version of this article (10.1186/s12864-019-5718-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Le Xue
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China.,University of Chinese Academy of Sciences, No.19(A) Yuquan Road, Shijingshan District, Beijing, 100049, China
| | - Zilong He
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China.,State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China
| | - Xiaochun Bi
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China
| | - Wei Xu
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China
| | - Ting Wei
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China
| | - Shuangxiu Wu
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China.
| | - Songnian Hu
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, NO.1 Beichen West Road, Chaoyang District, Beijing, 100101, China. .,University of Chinese Academy of Sciences, No.19(A) Yuquan Road, Shijingshan District, Beijing, 100049, China.
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11
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Schmitz AJ, Ricke A, Oschmann M, Verho O. Convenient Access to Chiral Cyclobutanes with Three Contiguous Stereocenters from Verbenone by Directed C(sp
3
)−H arylation. Chemistry 2019; 25:5154-5157. [DOI: 10.1002/chem.201806416] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Indexed: 01/09/2023]
Affiliation(s)
- Alexander J. Schmitz
- Department of Organic ChemistryArrhenius Laboratory Stockholm University 10691 Stockholm Sweden
- Institut für Organische ChemieRWTH Aachen 52056 Aachen Germany
| | - Alexander Ricke
- Department of Organic ChemistryArrhenius Laboratory Stockholm University 10691 Stockholm Sweden
| | - Michael Oschmann
- Department of Organic ChemistryArrhenius Laboratory Stockholm University 10691 Stockholm Sweden
| | - Oscar Verho
- Department of Organic ChemistryArrhenius Laboratory Stockholm University 10691 Stockholm Sweden
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12
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Nazari M, Zarinkamar F, Mohammad Soltani B, Niknam V. Manganese-induced changes in glandular trichomes density and essential oils production of Mentha aquatica L. at different growth stages. J Trace Elem Med Biol 2018; 50:57-66. [PMID: 30262317 DOI: 10.1016/j.jtemb.2018.06.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 06/04/2018] [Accepted: 06/04/2018] [Indexed: 01/24/2023]
Abstract
Production and accumulation of essential oils in plants are influenced by intrinsic and environmental factors. Here, we attempted to elucidate the effect of manganese (Mn) supply on the density of glandular trichomes and the production of essential oils in Mentha aquatica (water mint; syn. Mentha hirsuta Huds.) at the different growth stages. To this aim, plants were treated with 100 μM of Mn (supplied as MnSO4·H2O) at early and late vegetative stages of growth. Then, the control and treated plants were harvested, and biochemical, morphological and molecular analyses indicated that Mn supply has affected M. aquatica at the different growth stages. The biomass, Mn accumulation, glandular trichomes density, essential oils yield and expression levels of the genes encoding enzymes involved in terpenoid biosynthesis pathway (1-Deoxy d-xylulose-5-phosphate synthase (Dxs), geranyl diphosphate synthase (Gpps), isopentenyl diphosphate isomerase (Ippi), β-caryophyllene synthase (Cps), limonene synthase (Ls) and menthofuran synthase (Mfs)) were increased by Mn supply at both growth stages. However, the increased rates of the assayed parameters were varied between the early and late vegetative stages. Moreover, the content and chemical composition of terpenoid components were affected by Mn supply and plant growth stage. There were positive and weak correlations among the study variables under the Mn supply at the different growth stages. Given these findings, we propose that the application of Mn supply at both early and late vegetative stages elevates the growth, density of glandular trichomes and production of essential oils in M. aquatica.
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Affiliation(s)
- Mehrdad Nazari
- Department of Plant Biology, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Fatemeh Zarinkamar
- Department of Plant Biology, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran.
| | - Bahram Mohammad Soltani
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University Tehran, Iran
| | - Vahid Niknam
- Department of Plant Biology, School of Biology and Center of Excellence in Phylogeny of living Organisms, College of Science, University of Tehran, Tehran, Iran
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Pichersky E, Raguso RA. Why do plants produce so many terpenoid compounds? THE NEW PHYTOLOGIST 2018; 220:692-702. [PMID: 27604856 DOI: 10.1111/nph.14178] [Citation(s) in RCA: 316] [Impact Index Per Article: 45.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 08/02/2016] [Indexed: 05/19/2023]
Abstract
All plants synthesize a suite of several hundred terpenoid compounds with roles that include phytohormones, protein modification reagents, anti-oxidants, and more. Different plant lineages also synthesize hundreds of distinct terpenoids, with the total number of such specialized plant terpenoids estimated in the scores of thousands. Phylogenetically restricted terpenoids are implicated in defense or in the attraction of beneficial organisms. A popular hypothesis is that the ability of plants to synthesize new compounds arose incrementally by selection when, as a result of gradual changes in their biotic partners and enemies, the 'old' plant compounds were no longer effective, a process dubbed the 'coevolutionary arms race'. Another hypothesis posits that often the sheer diversity of such compounds provides benefits that a single compound cannot. In this article, we review the unique features of the biosynthetic apparatus of terpenes in plants that facilitate the production of large numbers of distinct terpenoids in each species and how facile genetic and biochemical changes can lead to the further diversification of terpenoids. We then discuss evidence relating to the hypotheses that given ecological functions may be enhanced by the presence of mixtures of terpenes and that the acquisition of new functions by terpenoids may favor their retention once the original functions are lost.
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Affiliation(s)
- Eran Pichersky
- Department of Molecular, Cellular and Developmental Biology, University of Michigan, Michigan, MI, 48109, USA
| | - Robert A Raguso
- Department of Neurobiology and Behavior, Cornell University, Ithaca, NY, 14853, USA
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Jones JA, Wang X. Use of bacterial co-cultures for the efficient production of chemicals. Curr Opin Biotechnol 2018; 53:33-38. [DOI: 10.1016/j.copbio.2017.11.012] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 11/22/2017] [Accepted: 11/23/2017] [Indexed: 01/03/2023]
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Zhang Y, Nielsen J, Liu Z. Metabolic engineering ofSaccharomyces cerevisiaefor production of fatty acid–derived hydrocarbons. Biotechnol Bioeng 2018; 115:2139-2147. [DOI: 10.1002/bit.26738] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 05/23/2018] [Accepted: 05/31/2018] [Indexed: 01/13/2023]
Affiliation(s)
- Yiming Zhang
- Beijing Innovation Center for Soft Matter Science and EngineeringBeijing University of Chemical Technology Beijing China
| | - Jens Nielsen
- Beijing Innovation Center for Soft Matter Science and EngineeringBeijing University of Chemical Technology Beijing China
- Department of Biology and Biological EngineeringChalmers University of TechnologyGothenburg Sweden
- Novo Nordisk Foundation Center for BiosustainabilityTechnical University of Denmark Hørsholm Denmark
| | - Zihe Liu
- Beijing Innovation Center for Soft Matter Science and EngineeringBeijing University of Chemical Technology Beijing China
- College of Life Science and Technology, Beijing University of Chemical TechnologyBeijing China
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Zhao C, Kim Y, Zeng Y, Li M, Wang X, Hu C, Gorman C, Dai SY, Ding SY, Yuan JS. Co-Compartmentation of Terpene Biosynthesis and Storage via Synthetic Droplet. ACS Synth Biol 2018; 7:774-781. [PMID: 29439563 DOI: 10.1021/acssynbio.7b00368] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Traditional bioproduct engineering focuses on pathway optimization, yet is often complicated by product inhibition, downstream consumption, and the toxicity of certain products. Here, we present the co-compartmentation of biosynthesis and storage via a synthetic droplet as an effective new strategy to improve the bioproduct yield, with squalene as a model compound. A hydrophobic protein was designed and introduced into the tobacco chloroplast to generate a synthetic droplet for terpene storage. Simultaneously, squalene biosynthesis enzymes were introduced to chloroplasts together with the droplet-forming protein to co-compartmentalize the biosynthesis and storage of squalene. The strategy has enabled a record yield of squalene at 2.6 mg/g fresh weight without compromising plant growth. Confocal fluorescent microscopy imaging, stimulated Raman scattering microscopy, and droplet composition analysis confirmed the formation of synthetic storage droplet in chloroplast. The co-compartmentation of synthetic storage droplet with a targeted metabolic pathway engineering represents a new strategy for enhancing bioproduct yield.
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Affiliation(s)
- Cheng Zhao
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - YongKyoung Kim
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - Yining Zeng
- Biosciences Center , National Renewable Energy Laboratory , Golden , Colorado 80401 , United States
| | - Man Li
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - Xin Wang
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - Cheng Hu
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - Connor Gorman
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
| | - Susie Y Dai
- State Hygienic Lab , University of Iowa , Coralville , Iowa 52241 , United States
| | - Shi-You Ding
- Department of Plant Biology , Michigan State University , East Lansing , Michigan 48824 , United States
| | - Joshua S Yuan
- Texas A&M Agrilife Synthetic and Systems Biology Innovation Hub , Texas A&M University , College Station , Texas 77843 , United States
- Department of Plant Pathology and Microbiology , Texas A&M University , College Station , Texas 77843 , United States
- Institute for Plant Genomics and Biotechnology , Texas A&M University , College Station , Texas 77843 , United States
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Nazari M, Zarinkamar F, Niknam V. Changes in primary and secondary metabolites of Mentha aquatica L. exposed to different concentrations of manganese. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:7575-7588. [PMID: 29282667 DOI: 10.1007/s11356-017-0889-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 11/29/2017] [Indexed: 06/07/2023]
Abstract
This experiment was conducted in order to determine the effects of different concentrations of manganese (Mn) on the levels and correlations of multiple primary and secondary metabolites in Mentha aquatica. With this aim, four levels of Mn concentrations were used as follows: basic Hoagland's solution (control), 40, 80, and 160 μM of Mn supplied as MnSO4.H2O. The results indicated that the biomass and the contents of photosynthetic pigments and soluble carbohydrates were higher in the plants that were treated with the moderate concentrations of Mn (40 and 80 μM) than the control and 160 μM-treated plants. On the other hand, the contents of flavonoids, anthocyanins, malonaldehyde (MDA), hydrogen peroxide (H2O2), and the activities of antioxidant enzymes (total superoxide dismutase (SOD), catalase (CAT), and peroxidase (POX)) were progressively increased with the enhancement of Mn concentration in the nutrient solution. In addition, there were clear differences in the content and chemical composition of essential oils among the control and treatment groups. In this study, 1,8-cineole, menthofuran, and β-caryophyllene were the most abundant constituents of essential oils in both the control and Mn-treated plants. The correlation analysis between pairs of the primary and secondary metabolites showed that there were positive and negative correlations among the variables when the Mn concentration was increased in the nutrient solution. These findings clearly display a positive effect of Mn up to 80 μM in the nutrient solution on the growth of M. aquatica.
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Affiliation(s)
- Mehrdad Nazari
- Department of Plant Biology, Faculty of Biological Sciences, Tarbiat Modares University, Jalal- Al-Ahmad Highway, Nasr Bridge, Tehran, Iran
| | - Fatemeh Zarinkamar
- Department of Plant Biology, Faculty of Biological Sciences, Tarbiat Modares University, Jalal- Al-Ahmad Highway, Nasr Bridge, Tehran, Iran.
| | - Vahid Niknam
- Department of Plant Biology, School of Biology and Center of Excellence in Phylogeny of living Organisms, College of Science, University of Tehran, Tehran, Iran
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Nazari M, Zarinkamar F, Shafaghat Z. Manganese modulates the physiological and biochemical responses of Mentha aquatica L. to ultraviolet radiation. J Trace Elem Med Biol 2018; 45:1-10. [PMID: 29173464 DOI: 10.1016/j.jtemb.2017.08.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 08/23/2017] [Accepted: 08/27/2017] [Indexed: 11/25/2022]
Abstract
Ultraviolet (UV) radiation as an environmental factor alters the physiological and metabolic processes in plants. Manganese (Mn) is an essential element that is required for plant growth and development. This experiment was conducted in order to determine the effects of Mn supply and UV radiation on the physiological and metabolic responses in Mentha aquatica. With this aim, three levels of Mn and UV treatments were used as follows: basic Hoagland's nutrient solution without UV radiation (control), Mn supply (100μM), UV radiation (2h daily), and UV+100μM Mn. After three weeks of treatments, the root and shoot dry weights and the contents of photosynthetic pigments were decreased under UV radiation condition. However, the contents of flavonoids, soluble carbohydrate, anthocyanins, malonaldehyde (MDA), hydrogen peroxide (H2O2), and the activity of antioxidant enzymes (superoxide dismutase, catalase, and peroxidase) were increased. Interestingly, Mn at 100μM concentration decreased the harmful effects of UV radiation on M. aquatica. In addition, the clear differences were observed in the terpene constituents of M. aquatica after the Mn and UV treatments. In this study, 1, 8-cineole, menthofuran and β-caryophyllene were the most abundant constituents of essential oils in both the control and treated plants. The correlation analysis between pairs of the primary and secondary metabolites showed that there were positive and negative correlations among the variables under the Mn supply and UV radiation conditions. These findings clearly display a positive effect of external Mn up to 100μM in the nutrient solution on the resistant of M. aquatica to UV radiation.
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Affiliation(s)
- Mehrdad Nazari
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran
| | - Fatemeh Zarinkamar
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran.
| | - Zahra Shafaghat
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran
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19
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Wu W, Maravelias CT. Synthesis and techno-economic assessment of microbial-based processes for terpenes production. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:294. [PMID: 30386431 PMCID: PMC6203976 DOI: 10.1186/s13068-018-1285-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 10/09/2018] [Indexed: 05/03/2023]
Abstract
BACKGROUND Recent advances in metabolic engineering enable the production of chemicals from sugars through microbial bio-conversion. Terpenes have attracted substantial attention due to their relatively high prices and wide applications in different industries. To this end, we synthesize and assess processes for microbial production of terpenes. RESULTS To explain a counterintuitive experimental phenomenon where terpenes such as limonene (normal boiling point 176 °C) are often found to be 100% present in the vapor phase after bio-conversion (operating at only ~ 30 °C), we first analyze the vapor-liquid equilibrium for systems containing terpenes. Then, we propose alternative production configurations, which are further studied, using limonene as an example, in several case studies. Next, we perform economic assessment of the alternative processes and identify the major cost components. Finally, we extend the assessment to account for different process parameters, terpene products, ways to address terpene toxicity (microbial engineering vs. solvent use), and cellulosic biomass as a feedstock. We identify the key cost drivers to be (1) feed glucose concentration (wt%), (2) product yield (% of maximum theoretical yield) and (3) VVM (Volume of air per Volume of broth liquid per Minute, i.e., aeration rate in min-1). The production of limonene, based on current experimental data, is found to be economically infeasible (production cost ~ 465 $/kg vs. market selling price ~ 7 $/kg), but higher glucose concentration and yield can lower the cost. Among 12 terpenes studied, limonene appears to be the most reasonable short-term target because of its large market size (~ 160 million $/year in the US) and the relatively easier to achieve break-even yield (~ 30%, assuming a 14 wt% feed glucose concentration and 0.1 min-1 VVM). CONCLUSIONS The methods proposed in this work are applicable to a range of terpenes as well as other extracellular insoluble chemicals with density lower than that of water, such as fatty acids. The results provide guidance for future research in metabolic engineering toward terpenes production in terms of setting targets for key design parameters.
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Affiliation(s)
- Wenzhao Wu
- Dept. of Chemical and Biological Engineering and DOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, WI 53706 USA
| | - Christos T. Maravelias
- Dept. of Chemical and Biological Engineering and DOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, WI 53706 USA
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20
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Nazari M, Zarinkamar F, Soltani BM. Physiological, biochemical and molecular responses of Mentha aquatica L. to manganese. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2017; 120:202-212. [PMID: 29055856 DOI: 10.1016/j.plaphy.2017.08.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 08/01/2017] [Accepted: 08/03/2017] [Indexed: 06/07/2023]
Abstract
Mentha aquatica is an aromatic herb which possesses valuable terpenoids constituents. Here, we intended to evaluate the effects of the different manganese (Mn) concentrations on the physiological, biochemical and molecular responses in M. aquatica. Basic Hoagland's solution (control), 40, 80, and 160 μM of Mn supplied as MnSO4·H2O were applied to the nutrient solution. The results indicated that the different concentrations of Mn differently affected the physiological, biochemical and molecular responses in M. aquatica. The growth parameters (biomass and photosynthetic pigments) and expression levels of β-caryophyllene synthase (CPS), limonene synthase (Ls), geranyl diphosphate synthase (Gpps), and menthofuran synthase (Mfs) genes were increased at the moderate Mn concentrations (40 and 80 μM) and began to decrease at the higher levels. However, the contents of anthocyanins, flavonoids, malonaldehyde (MDA) and hydrogen peroxide (H2O2), Mn accumulation, activities of antioxidant enzymes, yield of essential oils and the expression levels of 1-Deoxy d-xylulose-5-phosphate synthase (Dxs) and isopentenyl diphosphate isomerase (Ippi) genes were gradually increased with increasing concentration of Mn in the nutrient solution. Also, the content and chemical composition of terpenoid constituents were altered in the Mn-treated plants. Here, we suggest that the application of external Mn in nutrient solution elevates the growth and expression levels of the genes that are involved in the terpenoid biosynthesis pathway in M. aquatica. Nevertheless, the extent and stability of these growth and gene expression elevation are varied among the different Mn treatments.
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Affiliation(s)
- Mehrdad Nazari
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran
| | - Fatemeh Zarinkamar
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran.
| | - Bahram Mohammad Soltani
- Department of Plant Biology, Faculty of Biological Sciences, University of Tarbiat Modares, Tehran, Iran
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21
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Quiroz-Arita C, Sheehan JJ, Bradley TH. Life cycle net energy and greenhouse gas emissions of photosynthetic cyanobacterial biorefineries: Challenges for industrial production of biofuels. ALGAL RES 2017. [DOI: 10.1016/j.algal.2017.06.021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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22
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Karuppiah V, Ranaghan KE, Leferink NGH, Johannissen LO, Shanmugam M, Ní Cheallaigh A, Bennett NJ, Kearsey LJ, Takano E, Gardiner JM, van der Kamp MW, Hay S, Mulholland AJ, Leys D, Scrutton NS. Structural Basis of Catalysis in the Bacterial Monoterpene Synthases Linalool Synthase and 1,8-Cineole Synthase. ACS Catal 2017; 7:6268-6282. [PMID: 28966840 PMCID: PMC5617326 DOI: 10.1021/acscatal.7b01924] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 08/04/2017] [Indexed: 02/02/2023]
Abstract
Terpenoids form the largest and stereochemically most diverse class of natural products, and there is considerable interest in producing these by biocatalysis with whole cells or purified enzymes, and by metabolic engineering. The monoterpenes are an important class of terpenes and are industrially important as flavors and fragrances. We report here structures for the recently discovered Streptomyces clavuligerus monoterpene synthases linalool synthase (bLinS) and 1,8-cineole synthase (bCinS), and we show that these are active biocatalysts for monoterpene production using biocatalysis and metabolic engineering platforms. In metabolically engineered monoterpene-producing E. coli strains, use of bLinS leads to 300-fold higher linalool production compared with the corresponding plant monoterpene synthase. With bCinS, 1,8-cineole is produced with 96% purity compared to 67% from plant species. Structures of bLinS and bCinS, and their complexes with fluorinated substrate analogues, show that these bacterial monoterpene synthases are similar to previously characterized sesquiterpene synthases. Molecular dynamics simulations suggest that these monoterpene synthases do not undergo large-scale conformational changes during the reaction cycle, making them attractive targets for structured-based protein engineering to expand the catalytic scope of these enzymes toward alternative monoterpene scaffolds. Comparison of the bLinS and bCinS structures indicates how their active sites steer reactive carbocation intermediates to the desired acyclic linalool (bLinS) or bicyclic 1,8-cineole (bCinS) products. The work reported here provides the analysis of structures for this important class of monoterpene synthase. This should now guide exploitation of the bacterial enzymes as gateway biocatalysts for the production of other monoterpenes and monoterpenoids.
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Affiliation(s)
- Vijaykumar Karuppiah
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Kara E. Ranaghan
- Centre
for Computational Chemistry, School of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, U.K.
| | - Nicole G. H. Leferink
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Linus O. Johannissen
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Muralidharan Shanmugam
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Aisling Ní Cheallaigh
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Nathan J. Bennett
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Lewis J. Kearsey
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Eriko Takano
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - John M. Gardiner
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Marc W. van der Kamp
- Centre
for Computational Chemistry, School of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, U.K.
| | - Sam Hay
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Adrian J. Mulholland
- Centre
for Computational Chemistry, School of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, U.K.
| | - David Leys
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
| | - Nigel S. Scrutton
- BBSRC/EPSRC
Manchester Synthetic Biology Research Centre for Fine and Specialty
Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, School
of Chemistry, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, U.K.
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24
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Affiliation(s)
- Annika Frank
- Center for Integrated Protein
Science Munich (CIPSM) at the Department Chemie, Technische Universität München, Lichtenbergstraße 4, 85748 Garching, Germany
| | - Michael Groll
- Center for Integrated Protein
Science Munich (CIPSM) at the Department Chemie, Technische Universität München, Lichtenbergstraße 4, 85748 Garching, Germany
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Enhanced limonene production in cyanobacteria reveals photosynthesis limitations. Proc Natl Acad Sci U S A 2016; 113:14225-14230. [PMID: 27911807 DOI: 10.1073/pnas.1613340113] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Terpenes are the major secondary metabolites produced by plants, and have diverse industrial applications as pharmaceuticals, fragrance, solvents, and biofuels. Cyanobacteria are equipped with efficient carbon fixation mechanism, and are ideal cell factories to produce various fuel and chemical products. Past efforts to produce terpenes in photosynthetic organisms have gained only limited success. Here we engineered the cyanobacterium Synechococcus elongatus PCC 7942 to efficiently produce limonene through modeling guided study. Computational modeling of limonene flux in response to photosynthetic output has revealed the downstream terpene synthase as a key metabolic flux-controlling node in the MEP (2-C-methyl-d-erythritol 4-phosphate) pathway-derived terpene biosynthesis. By enhancing the downstream limonene carbon sink, we achieved over 100-fold increase in limonene productivity, in contrast to the marginal increase achieved through stepwise metabolic engineering. The establishment of a strong limonene flux revealed potential synergy between photosynthate output and terpene biosynthesis, leading to enhanced carbon flux into the MEP pathway. Moreover, we show that enhanced limonene flux would lead to NADPH accumulation, and slow down photosynthesis electron flow. Fine-tuning ATP/NADPH toward terpene biosynthesis could be a key parameter to adapt photosynthesis to support biofuel/bioproduct production in cyanobacteria.
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Jiménez-Díaz L, Caballero A, Pérez-Hernández N, Segura A. Microbial alkane production for jet fuel industry: motivation, state of the art and perspectives. Microb Biotechnol 2016; 10:103-124. [PMID: 27723249 PMCID: PMC5270751 DOI: 10.1111/1751-7915.12423] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 09/09/2016] [Accepted: 09/15/2016] [Indexed: 11/27/2022] Open
Abstract
Bio‐jet fuel has attracted a lot of interest in recent years and has become a focus for aircraft and engine manufacturers, oil companies, governments and researchers. Given the global concern about environmental issues and the instability of oil market, bio‐jet fuel has been identified as a promising way to reduce the greenhouse gas emissions from the aviation industry, while also promoting energy security. Although a number of bio‐jet fuel sources have been approved for manufacture, their commercialization and entry into the market is still a far way away. In this review, we provide an overview of the drivers for intensified research into bio‐jet fuel technologies, the type of chemical compounds found in bio‐jet fuel preparations and the current state of related pre‐commercial technologies. The biosynthesis of hydrocarbons is one of the most promising approaches for bio‐jet fuel production, and thus we provide a detailed analysis of recent advances in the microbial biosynthesis of hydrocarbons (with a focus on alkanes). Finally, we explore the latest developments and their implications for the future of research into bio‐jet fuel technologies.
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Affiliation(s)
- Lorena Jiménez-Díaz
- Abengoa Research, Campus Palmas Altas, C/Energía Solar, 41014, Sevilla, Spain
| | - Antonio Caballero
- Abengoa Research, Campus Palmas Altas, C/Energía Solar, 41014, Sevilla, Spain
| | | | - Ana Segura
- Abengoa Research, Campus Palmas Altas, C/Energía Solar, 41014, Sevilla, Spain.,Estación Experimental del Zaidín-CSIC, C/Profesor Albareda s/n, 18008, Granada, Spain
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Pasoreck EK, Su J, Silverman IM, Gosai SJ, Gregory BD, Yuan JS, Daniell H. Terpene metabolic engineering via nuclear or chloroplast genomes profoundly and globally impacts off-target pathways through metabolite signalling. PLANT BIOTECHNOLOGY JOURNAL 2016; 14:1862-75. [PMID: 27507797 PMCID: PMC4980996 DOI: 10.1111/pbi.12548] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 02/03/2016] [Accepted: 02/08/2016] [Indexed: 05/09/2023]
Abstract
The impact of metabolic engineering on nontarget pathways and outcomes of metabolic engineering from different genomes are poorly understood questions. Therefore, squalene biosynthesis genes FARNESYL DIPHOSPHATE SYNTHASE (FPS) and SQUALENE SYNTHASE (SQS) were engineered via the Nicotiana tabacum chloroplast (C), nuclear (N) or both (CN) genomes to promote squalene biosynthesis. SQS levels were ~4300-fold higher in C and CN lines than in N, but all accumulated ~150-fold higher squalene due to substrate or storage limitations. Abnormal leaf and flower phenotypes, including lower pollen production and reduced fertility, were observed regardless of the compartment or level of transgene expression. Substantial changes in metabolomes of all lines were observed: levels of 65-120 unrelated metabolites, including the toxic alkaloid nicotine, changed by as much as 32-fold. Profound effects of transgenesis on nontarget gene expression included changes in the abundance of 19 076 transcripts by up to 2000-fold in CN; 7784 transcripts by up to 1400-fold in N; and 5224 transcripts by as much as 2200-fold in C. Transporter-related transcripts were induced, and cell cycle-associated transcripts were disproportionally repressed in all three lines. Transcriptome changes were validated by qRT-PCR. The mechanism underlying these large changes likely involves metabolite-mediated anterograde and/or retrograde signalling irrespective of the level of transgene expression or end product, due to imbalance of metabolic pools, offering new insight into both anticipated and unanticipated consequences of metabolic engineering.
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Affiliation(s)
- Elise K Pasoreck
- Department of Biochemistry, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jin Su
- Department of Biochemistry, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ian M Silverman
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Sager J Gosai
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian D Gregory
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Joshua S Yuan
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, USA
| | - Henry Daniell
- Department of Biochemistry, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Arendt P, Pollier J, Callewaert N, Goossens A. Synthetic biology for production of natural and new-to-nature terpenoids in photosynthetic organisms. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2016; 87:16-37. [PMID: 26867713 DOI: 10.1111/tpj.13138] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 01/26/2016] [Accepted: 02/02/2016] [Indexed: 05/04/2023]
Abstract
With tens of thousands of characterized members, terpenoids constitute the largest class of natural compounds that are synthesized by all living organisms. Several terpenoids play primary roles in the maintenance of cell membrane fluidity, as pigments or as phytohormones, but most of them function as specialized metabolites that are involved in plant resistance to herbivores or plant-environment interactions. Terpenoids are an essential component of human nutrition, and many are economically important pharmaceuticals, aromatics and potential next-generation biofuels. Because of the often low abundance in their natural source, as well as the demand for novel terpenoid structures with new or improved bioactivities, terpenoid biosynthesis has become a prime target for metabolic engineering and synthetic biology projects. In this review we focus on the creation of new-to-nature or tailor-made plant-derived terpenoids in photosynthetic organisms, in particular by means of combinatorial biosynthesis and the activation of silent metabolism. We reflect on the characteristics of different potential photosynthetic host organisms and recent advances in synthetic biology and discuss their utility for the (heterologous) production of (novel) terpenoids.
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Affiliation(s)
- Philipp Arendt
- Department of Plant Systems Biology, VIB, B-9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052, Gent, Belgium
- Laboratory for Protein Biochemistry and Biomolecular Engineering, Department of Biochemistry and Microbiology, Ghent University, B-9000, Ghent, Belgium
- VIB Medical Biotechnology Center, B-9000, Ghent, Belgium
| | - Jacob Pollier
- Department of Plant Systems Biology, VIB, B-9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052, Gent, Belgium
| | - Nico Callewaert
- Laboratory for Protein Biochemistry and Biomolecular Engineering, Department of Biochemistry and Microbiology, Ghent University, B-9000, Ghent, Belgium
- VIB Medical Biotechnology Center, B-9000, Ghent, Belgium
| | - Alain Goossens
- Department of Plant Systems Biology, VIB, B-9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052, Gent, Belgium
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Jongedijk E, Cankar K, Buchhaupt M, Schrader J, Bouwmeester H, Beekwilder J. Biotechnological production of limonene in microorganisms. Appl Microbiol Biotechnol 2016; 100:2927-38. [PMID: 26915992 PMCID: PMC4786606 DOI: 10.1007/s00253-016-7337-7] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 01/17/2016] [Accepted: 01/18/2016] [Indexed: 11/25/2022]
Abstract
This mini review describes novel, biotechnology-based, ways of producing the monoterpene limonene. Limonene is applied in relatively highly priced products, such as fragrances, and also has applications with lower value but large production volume, such as biomaterials. Limonene is currently produced as a side product from the citrus juice industry, but the availability and quality are fluctuating and may be insufficient for novel bulk applications. Therefore, complementary microbial production of limonene would be interesting. Since limonene can be derivatized to high-value compounds, microbial platforms also have a great potential beyond just producing limonene. In this review, we discuss the ins and outs of microbial limonene production in comparison with plant-based and chemical production. Achievements and specific challenges for microbial production of limonene are discussed, especially in the light of bulk applications such as biomaterials.
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Affiliation(s)
- Esmer Jongedijk
- Laboratory of Plant Physiology, Wageningen University, Droevendaalsesteeg 1, Wageningen, 6708, PB, The Netherlands
| | - Katarina Cankar
- Plant Research International, PO Box 16, 6700, AA, Wageningen, The Netherlands
| | - Markus Buchhaupt
- DECHEMA Research Institute, Biochemical Engineering, Theodor Heuss-Allee 25, 60486, Frankfurt am Main, Germany
| | - Jens Schrader
- DECHEMA Research Institute, Biochemical Engineering, Theodor Heuss-Allee 25, 60486, Frankfurt am Main, Germany
| | - Harro Bouwmeester
- Laboratory of Plant Physiology, Wageningen University, Droevendaalsesteeg 1, Wageningen, 6708, PB, The Netherlands
| | - Jules Beekwilder
- Plant Research International, PO Box 16, 6700, AA, Wageningen, The Netherlands.
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