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Xu H, Yu B, Wei W, Chen X, Gao C, Liu J, Guo L, Song W, Liu L, Wu J. Improving tyrosol production efficiency through shortening the allosteric signal transmission distance of pyruvate decarboxylase. Appl Microbiol Biotechnol 2023; 107:3535-3549. [PMID: 37099057 DOI: 10.1007/s00253-023-12540-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/22/2023] [Accepted: 04/14/2023] [Indexed: 04/27/2023]
Abstract
Tyrosol is an important chemical in medicine and chemical industries, which can be synthesized by a four-enzyme cascade pathway constructed in our previous study. However, the low catalytic efficiency of pyruvate decarboxylase from Candida tropicalis (CtPDC) in this cascade is a rate-limiting step. In this study, we resolved the crystal structure of CtPDC and investigated the mechanism of allosteric substrate activation and decarboxylation of this enzyme toward 4-hydroxyphenylpyruvate (4-HPP). In addition, based on the molecular mechanism and structural dynamic changes, we conducted protein engineering of CtPDC to improve decarboxylation efficiency. The conversion of the best mutant, CtPDCQ112G/Q162H/G415S/I417V (CtPDCMu5), had over two-fold improvement compared to the wild-type. Molecular dynamic (MD) simulation revealed that the key catalytic distances and allosteric transmission pathways were shorter in CtPDCMu5 than in the wild type. Furthermore, when CtPDC in the tyrosol production cascade was replaced with CtPDCMu5, the tyrosol yield reached 38 g·L-1 with 99.6% conversion and 1.58 g·L-1·h-1 space-time yield in 24 h through further optimization of the conditions. Our study demonstrates that protein engineering of the rate-limiting enzyme in the tyrosol synthesis cascade provides an industrial-scale platform for the biocatalytic production of tyrosol. KEY POINTS: • Protein engineering of CtPDC based on allosteric regulation improved the catalytic efficiency of decarboxylation. • The application of the optimum mutant of CtPDC removed the rate-limiting bottleneck in the cascade. • The final titer of tyrosol reached 38 g·L-1 in 24 h in 3 L bioreactor.
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Affiliation(s)
- Huanhuan Xu
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, China
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Bicheng Yu
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, China
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Wanqing Wei
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Xiulai Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Cong Gao
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Jia Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Liang Guo
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Wei Song
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, China
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Liming Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, China
| | - Jing Wu
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, China.
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Joseph RC, Sandoval NR. Single and multiplexed gene repression in solventogenic Clostridium via Cas12a-based CRISPR interference. Synth Syst Biotechnol 2022; 8:148-156. [PMID: 36687471 PMCID: PMC9842803 DOI: 10.1016/j.synbio.2022.12.005] [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: 08/12/2022] [Revised: 11/28/2022] [Accepted: 12/20/2022] [Indexed: 12/25/2022] Open
Abstract
The Gram-positive, spore-forming, obligate anaerobic firmicute species that make up the Clostridium genus have broad feedstock consumption capabilities and produce value-added metabolic products, but genetic manipulation is difficult, limiting their broad appeal. CRISPR-Cas systems have recently been applied to Clostridium species, primarily using Cas9 as a counterselection marker in conjunction with plasmid-based homologous recombination. CRISPR interference is a method that reduces gene expression of specific genes via precision targeting of a nuclease deficient Cas effector protein. Here, we develop a dCas12a-based CRISPR interference system for transcriptional gene repression in multiple mesophilic Clostridium species. We show the Francisella novicida Cas12a-based system has a broader applicability due to the low GC content in Clostridium species compared to CRISPR Cas systems derived from other bacteria. We demonstrate >99% reduction in transcript levels of targeted genes in Clostridium acetobutylicum and >75% reduction in Clostridium pasteurianum. We also demonstrate multiplexed repression via use of a single synthetic CRISPR array, achieving 99% reduction in targeted gene expression and elucidating a unique metabolic profile for their reduced expression. Overall, this work builds a foundation for high throughput genetic screens without genetic editing, a key limitation in current screening methods used in the Clostridium community.
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Affiliation(s)
| | - Nicholas R. Sandoval
- Corresponding author. Department of Chemical and Biomolecular Engineering, Tulane University, St. Charles Ave, New Orleans, LA, 70118, United States.
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Quinn L, Armshaw P, Soulimane T, Sheehan C, Ryan MP, Pembroke JT. Zymobacter palmae Pyruvate Decarboxylase is Less Effective Than That of Zymomonas mobilis for Ethanol Production in Metabolically Engineered Synechocystis sp. PCC6803. Microorganisms 2019; 7:E494. [PMID: 31717863 PMCID: PMC6920748 DOI: 10.3390/microorganisms7110494] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/19/2019] [Accepted: 10/25/2019] [Indexed: 01/25/2023] Open
Abstract
To produce bioethanol from model cyanobacteria such as Synechocystis, a two gene cassette consisting of genes encoding pyruvate decarboxylase (PDC) and alcohol dehydrogenase (ADH) are required to transform pyruvate first to acetaldehyde and then to ethanol. However the partition of pyruvate to ethanol comes at a cost, a reduction in biomass and pyruvate availability for other metabolic processes. Hence strategies to divert flux to ethanol as a biofuel in Synechocystis are of interest. PDC from Zymobacter palmae (ZpPDC) has been reported to have a lower Km then the Zymomonas mobilis PDC (ZmPDC), which has traditionally been used in metabolic engineering constructs. The Zppdc gene was combined with the native slr1192 alcohol dehydrogenase gene (adhA) in an attempt to increase ethanol production in the photoautotrophic cyanobacterium Synechocystis sp. PCC 6803 over constructs created with the traditional Zmpdc. Native (Zppdc) and codon optimized (ZpOpdc) versions of the ZpPDC were cloned into a construct where pdc expression was controlled via the psbA2 light inducible promoter from Synechocystis sp. PCC 6803. These constructs were transformed into wildtype Synechocystis sp. PCC 6803 for expression and ethanol production. Ethanol levels were then compared with identical constructs containing the Zmpdc. While strains with the Zppdc (UL071) and ZpOpdc (UL072) constructs did produce ethanol, levels were lower compared to a control strain (UL070) expressing the pdc from Zymomonas mobilis. All constructs demonstrated lower biomass productivity illustrating that the flux from pyruvate to ethanol has a major effect on biomass and ultimately overall biofuel productivity. Thus the utilization of a PDC with a lower Km from Zymobacter palmae unusually did not result in enhanced ethanol production in Synechocystis sp. PCC 6803.
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Affiliation(s)
- Lorraine Quinn
- Department of Chemical Sciences, School of Natural Sciences and the Bernal Institute, University of Limerick, V94 T9PX Limerick, Ireland
| | - Patricia Armshaw
- Department of Chemical Sciences, School of Natural Sciences and the Bernal Institute, University of Limerick, V94 T9PX Limerick, Ireland
| | - Tewfik Soulimane
- Department of Chemical Sciences, School of Natural Sciences and the Bernal Institute, University of Limerick, V94 T9PX Limerick, Ireland
| | - Con Sheehan
- School of Engineering, University of Limerick, V94 T9PX Limerick, Ireland
| | - Michael P. Ryan
- Department of Chemical Sciences, School of Natural Sciences and the Bernal Institute, University of Limerick, V94 T9PX Limerick, Ireland
| | - J. Tony Pembroke
- Department of Chemical Sciences, School of Natural Sciences and the Bernal Institute, University of Limerick, V94 T9PX Limerick, Ireland
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Wade Y, Daniel RA, Leak DJ. Heterologous Microcompartment Assembly in Bacillaceae: Establishing the Components Necessary for Scaffold Formation. ACS Synth Biol 2019; 8:1642-1654. [PMID: 31242391 DOI: 10.1021/acssynbio.9b00155] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Bacterial microcompartments (BMCs) are organelles that host specific biochemical reactions for both anabolic and catabolic functions. Engineered morphologically diverse BMCs bearing heterologous enzymatic pathways have shown enhanced productivity for commodity chemicals, which makes BMCs an important focus for metabolic engineering. Gaining control of BMC assembly and incorporation of a heterologous enzymatic cargo has yet to be achieved in thermophiles. Herein, we address this by first conducting a detailed bioinformatic analysis of the propanediol utilization (pdu) operon in the thermophile Parageobacillus thermoglucosidasius. We then demonstrated, in vivo, the ability to assemble the native BMCs at an elevated temperature of 60 °C. Heterologous expression of Pdu shell proteins from P. thermoglucosidasius in Bacillus subtilis resulted in the assembly of a single tubular BMC with an average length of 1.4 μm; BMCs assembled after a 20 min induction of expression of the shell operons. Moreover, we show that it is possible to target the monomeric superfolder GFP (msfGFP) to the interior of the compartment by fusion of an N-terminal sequence of the propanediol utilization protein (PduP) of at least 24 amino acids. This study establishes the feasibility of constructing cell factories for small molecules in industrially important Bacillus and Geobacillus spp. by heterologous cargo-carrying BMC production and assembly. Additionally, the study provides experimental confirmation that BMCs are produced in thermophilic bacteria, which opens a path for future research on repurposing the native organelles to provide new functionality at elevated temperatures.
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Affiliation(s)
- Yana Wade
- Department of Biology & Biochemistry, University of Bath, Claverton Down, Bath, BA2 7AY, U.K
- Centre for Bacterial Cell Biology, Institute for Cell and Molecular Biosciences, University of Newcastle, Newcastle-upon-Tyne, NE2 4AX, U.K
| | - Richard A. Daniel
- Centre for Bacterial Cell Biology, Institute for Cell and Molecular Biosciences, University of Newcastle, Newcastle-upon-Tyne, NE2 4AX, U.K
| | - David J. Leak
- Department of Biology & Biochemistry, University of Bath, Claverton Down, Bath, BA2 7AY, U.K
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Alcover N, Carceller A, Álvaro G, Guillén M. Zymobacter palmae pyruvate decarboxylase production process development: Cloning in Escherichia coli, fed-batch culture and purification. Eng Life Sci 2019; 19:502-512. [PMID: 32625027 DOI: 10.1002/elsc.201900010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 03/25/2019] [Accepted: 04/24/2019] [Indexed: 11/11/2022] Open
Abstract
Pyruvate decarboxylase (PDC) is responsible for the decarboxylation of pyruvate, producing acetaldehyde and carbon dioxide and is of high interest for industrial applications. PDC is a very powerful tool in the enzymatic synthesis of chiral amines by combining it with transaminases when alanine is used as amine donor. However, one of the main drawback that hampers its use in biocatalysis is its production and the downstream processing on scale. In this paper, a production process of PDC from Zymobacter palmae has been developed. The enzyme has been cloned and overexpressed in Escherichia coli. It is presented, for the first time, the evaluation of the production of recombinant PDC in a bench-scale bioreactor, applying a substrate-limiting fed-batch strategy which led to a volumetric productivity and a final PDC specific activity of 6942 U L-1h-1 and 3677 U gDCW-1 (dry cell weight). Finally, PDC was purified in fast protein liquid chromatography equipment by ion exchange chromatography. The developed purification process resulted in 100% purification yield and a purification factor of 3.8.
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Affiliation(s)
- Natàlia Alcover
- Bioprocess Engineering and Applied Biocatalysis Group, Department of Chemical Biological and Environmental Engineering Universitat Autònoma de Barcelona Bellaterra Spain
| | - Albert Carceller
- Bioprocess Engineering and Applied Biocatalysis Group, Department of Chemical Biological and Environmental Engineering Universitat Autònoma de Barcelona Bellaterra Spain
| | - Gregorio Álvaro
- Bioprocess Engineering and Applied Biocatalysis Group, Department of Chemical Biological and Environmental Engineering Universitat Autònoma de Barcelona Bellaterra Spain
| | - Marina Guillén
- Bioprocess Engineering and Applied Biocatalysis Group, Department of Chemical Biological and Environmental Engineering Universitat Autònoma de Barcelona Bellaterra Spain
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Buddrus L, Andrews ESV, Leak DJ, Danson MJ, Arcus VL, Crennell SJ. Crystal structure of an inferred ancestral bacterial pyruvate decarboxylase. Acta Crystallogr F Struct Biol Commun 2018; 74:179-186. [PMID: 29497023 PMCID: PMC5947705 DOI: 10.1107/s2053230x18002819] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 02/16/2018] [Indexed: 12/30/2022] Open
Abstract
Pyruvate decarboxylase (PDC; EC 4.1.1.1) is a key enzyme in homofermentative metabolism where ethanol is the major product. PDCs are thiamine pyrophosphate- and Mg2+ ion-dependent enzymes that catalyse the non-oxidative decarboxylation of pyruvate to acetaldehyde and carbon dioxide. As this enzyme class is rare in bacteria, current knowledge of bacterial PDCs is extremely limited. One approach to further the understanding of bacterial PDCs is to exploit the diversity provided by evolution. Ancestral sequence reconstruction (ASR) is a method of computational molecular evolution to infer extinct ancestral protein sequences, which can then be synthesized and experimentally characterized. Through ASR a novel PDC was generated, designated ANC27, that shares only 78% amino-acid sequence identity with its closest extant homologue (Komagataeibacter medellinensis PDC, GenBank accession No. WP_014105323.1), yet is fully functional. Crystals of this PDC diffracted to 3.5 Å resolution. The data were merged in space group P3221, with unit-cell parameters a = b = 108.33, c = 322.65 Å, and contained two dimers (two tetramer halves) in the asymmetric unit. The structure was solved by molecular replacement using PDB entry 2wvg as a model, and the final R values were Rwork = 0.246 (0.3671 in the highest resolution bin) and Rfree = 0.319 (0.4482 in the highest resolution bin). Comparison with extant bacterial PDCs supports the previously observed correlation between decreased tetramer interface area (and number of interactions) and decreased thermostability.
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Affiliation(s)
- Lisa Buddrus
- School of Biochemistry, University of Bristol, University Walk, Bristol BS8 1TD, England
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath BA2 7AY, England
| | - Emma S. V. Andrews
- School of Science, Faculty of Science and Engineering, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - David J. Leak
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath BA2 7AY, England
| | - Michael J. Danson
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath BA2 7AY, England
| | - Vickery L. Arcus
- School of Science, Faculty of Science and Engineering, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - Susan J. Crennell
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath BA2 7AY, England
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Thiamine and selected thiamine antivitamins - biological activity and methods of synthesis. Biosci Rep 2018; 38:BSR20171148. [PMID: 29208764 PMCID: PMC6435462 DOI: 10.1042/bsr20171148] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 11/13/2017] [Accepted: 12/04/2017] [Indexed: 12/22/2022] Open
Abstract
Thiamine plays a very important coenzymatic and non-coenzymatic role in the regulation of basic metabolism. Thiamine diphosphate is a coenzyme of many enzymes, most of which occur in prokaryotes. Pyruvate dehydrogenase and 2-oxoglutarate dehydrogenase complexes as well as transketolase are the examples of thiamine-dependent enzymes present in eukaryotes, including human. Therefore, thiamine is considered as drug or diet supplement which can support the treatment of many pathologies including neurodegenerative and vascular system diseases. On the other hand, thiamine antivitamins, which can interact with thiamine-dependent enzymes impeding their native functions, thiamine transport into the cells or a thiamine diphosphate synthesis, are good propose to drug design. The development of organic chemistry in the last century allowed the synthesis of various thiamine antimetabolites such as amprolium, pyrithiamine, oxythiamine, or 3-deazathiamine. Results of biochemical and theoretical chemistry research show that affinity to thiamine diphosphate-dependent enzymes of these synthetic molecules exceeds the affinity of native coenzyme. Therefore, some of them have already been used in the treatment of coccidiosis (amprolium), other are extensively studied as cytostatics in the treatment of cancer or fungal infections (oxythiamine and pyrithiamine). This review summarizes the current knowledge concerning the synthesis and mechanisms of action of selected thiamine antivitamins and indicates the potential of their practical use.
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