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Lin P, Dinh H, Nakata E, Morii T. Conditional dependence of enzyme cascade reaction efficiency on the inter-enzyme distance. Chem Commun (Camb) 2021; 57:11197-11200. [PMID: 34622899 DOI: 10.1039/d1cc04162b] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
A dual-enzyme cascade, xylitol dehydrogenase and xylulose kinase, derived from the xylose metabolic pathway, was constructed on a three-dimensional DNA scaffold which exhibited a dynamic shape transition from an open state to a closed hexagonal prism. Evaluation of the cascade reaction efficiencies in the open and closed states revealed little to no inter-enzyme distance dependence, presumably due to the far larger catalytic constant of the downstream enzyme. The inter-enzyme distance was not the dominant factor for cascade efficiency when the kinetic parameters of the cascade enzymes were imbalanced with the highly efficient downstream enzyme.
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Affiliation(s)
- Peng Lin
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Huyen Dinh
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Eiji Nakata
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Takashi Morii
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
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2
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Lignocellulosic Biomass as a Substrate for Oleaginous Microorganisms: A Review. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10217698] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Microorganisms capable of accumulating lipids in high percentages, known as oleaginous microorganisms, have been widely studied as an alternative for producing oleochemicals and biofuels. Microbial lipid, so-called Single Cell Oil (SCO), production depends on several growth parameters, including the nature of the carbon substrate, which must be efficiently taken up and converted into storage lipid. On the other hand, substrates considered for large scale applications must be abundant and of low acquisition cost. Among others, lignocellulosic biomass is a promising renewable substrate containing high percentages of assimilable sugars (hexoses and pentoses). However, it is also highly recalcitrant, and therefore it requires specific pretreatments in order to release its assimilable components. The main drawback of lignocellulose pretreatment is the generation of several by-products that can inhibit the microbial metabolism. In this review, we discuss the main aspects related to the cultivation of oleaginous microorganisms using lignocellulosic biomass as substrate, hoping to contribute to the development of a sustainable process for SCO production in the near future.
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Hill BD, Prabhu P, Rizvi SM, Wen F. Yeast Intracellular Staining (yICS): Enabling High-Throughput, Quantitative Detection of Intracellular Proteins via Flow Cytometry for Pathway Engineering. ACS Synth Biol 2020; 9:2119-2131. [PMID: 32603587 DOI: 10.1021/acssynbio.0c00199] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The complexities of pathway engineering necessitate screening libraries to discover phenotypes of interest. However, this approach is challenging when desirable phenotypes cannot be directly linked to growth advantages or fluorescence. In these cases, the ability to rapidly quantify intracellular proteins in the pathway of interest is critical to expedite the clonal selection process. While Saccharomyces cerevisiae remains a common host for pathway engineering, current approaches for intracellular protein detection in yeast either have low throughput, can interfere with protein function, or lack the ability to detect multiple proteins simultaneously. To fill this need, we developed yeast intracellular staining (yICS) that enables fluorescent antibodies to access intracellular compartments of yeast cells while maintaining their cellular integrity for analysis by flow cytometry. Using the housekeeping proteins β actin and glyceraldehyde 3-phophate dehydrogenase (GAPDH) as targets for yICS, we demonstrated for the first time successful antibody-based flow cytometric detection of yeast intracellular proteins with no modification. Further, yICS characterization of a recombinant d-xylose assimilation pathway showed 3-plexed, quantitative detection of the xylose reductase (XR), xylitol dehydrogenase (XDH), and xylulokinase (XK) enzymes each fused with a small (6-10 amino acids) tag, revealing distinct enzyme expression profiles between plasmid-based and genome-integrated expression approaches. As a result of its high-throughput and quantitative capability, yICS enabled rapid screening of a library created from CRISPR-mediated XDH integration into the yeast δ site, identifying rare (1%) clones that led to an 8.4-fold increase in XDH activity. These results demonstrate the utility of yICS for greatly accelerating pathway engineering efforts, as well as any application where the high-throughput and quantitative detection of intracellular proteins is desired.
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Affiliation(s)
- Brett D. Hill
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Ponnandy Prabhu
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Syed M. Rizvi
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Fei Wen
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
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Ngo TA, Dinh H, Nguyen TM, Liew FF, Nakata E, Morii T. Protein adaptors assemble functional proteins on DNA scaffolds. Chem Commun (Camb) 2019; 55:12428-12446. [PMID: 31576822 DOI: 10.1039/c9cc04661e] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
DNA is an attractive molecular building block to construct nanoscale structures for a variety of applications. In addition to their structure and function, modification the DNA nanostructures by other molecules opens almost unlimited possibilities for producing functional DNA-based architectures. Among the molecules to functionalize DNA nanostructures, proteins are one of the most attractive candidates due to their vast functional variations. DNA nanostructures loaded with various types of proteins hold promise for applications in the life and material sciences. When loading proteins of interest on DNA nanostructures, the nanostructures by themselves act as scaffolds to specifically control the location and number of protein molecules. The methods to arrange proteins of interest on DNA scaffolds at high yields while retaining their activity are still the most demanding task in constructing usable protein-modified DNA nanostructures. Here, we provide an overview of the existing methods applied for assembling proteins of interest on DNA scaffolds. The assembling methods were categorized into two main classes, noncovalent and covalent conjugation, with both showing pros and cons. The recent advance of DNA-binding adaptor mediated assembly of proteins on the DNA scaffolds is highlighted and discussed in connection with the future perspectives of protein assembled DNA nanoarchitectures.
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Affiliation(s)
- Tien Anh Ngo
- Vinmec Biobank, Hi-tech Center, Vinmec Healthcare System, 458 Minh Khai, Ha Noi, Vietnam
| | - Huyen Dinh
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Thang Minh Nguyen
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Fong Fong Liew
- MAHSA University, Faculty of Dentistry, Bandar Saujana Putra, 42610 Jenjarom, Selangor, Malaysia
| | - Eiji Nakata
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
| | - Takashi Morii
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto 611-0011, Japan.
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Hardt N, Kind S, Schoenenberger B, Eggert T, Obkircher M, Wohlgemuth R. Facile synthesis of D-xylulose-5-phosphate and L-xylulose-5-phosphate by xylulokinase-catalyzed phosphorylation. BIOCATAL BIOTRANSFOR 2019. [DOI: 10.1080/10242422.2019.1630385] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
| | | | | | | | | | - Roland Wohlgemuth
- Sigma-Aldrich/Merck KGaA, Buchs, Switzerland
- Institute of Technical Biochemistry, Technical University Lodz, Lodz, Poland
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6
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Lauritano C, De Luca D, Amoroso M, Benfatto S, Maestri S, Racioppi C, Esposito F, Ianora A. New molecular insights on the response of the green alga Tetraselmis suecica to nitrogen starvation. Sci Rep 2019; 9:3336. [PMID: 30833632 PMCID: PMC6399242 DOI: 10.1038/s41598-019-39860-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 02/01/2019] [Indexed: 12/20/2022] Open
Abstract
Microalgae are currently considered one of the most promising resources for biofuel production, aquaculture feedstock and new pharmaceuticals. Among them, green algae of the genus Tetraselmis are extensively studied for their lipid accumulation in nutrient-starvation conditions. In this paper, we present the full-transcriptome of Tetraselmis suecica and differential expression analysis between nitrogen-starved and -repleted conditions (at stationary phase) focusing not only on lipid metabolism but giving new insights on nutrient starvation responses. Transcripts involved in signal transduction pathways, stress and antioxidant responses and solute transport were strongly up-regulated when T. suecica was cultured under nitrogen starvation. On the contrary, transcripts involved in amino acid synthesis, degradation of sugars, secondary metabolite synthesis, as well as photosynthetic activity were down-regulated under the same conditions. Among differentially expressed transcripts, a polyketide synthase and three lipoxygenases (involved in the synthesis of secondary metabolites with antipredator, anticancer and anti-infective activities) were identified, suggesting the potential synthesis of bioactive compounds by this microalga. In addition, the transcript for a putative nitrilase, enzyme used in nitrile bioremediation, is here reported for the first time for T. suecica. These findings give new insights on T. suecica responses to nutrient starvation and on possible biotechnological applications for green algae.
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Affiliation(s)
- Chiara Lauritano
- Marine Biotechnology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy.
| | - Daniele De Luca
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy
| | - Mariano Amoroso
- Marine Biotechnology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy
| | - Salvatore Benfatto
- Università degli Studi di Verona, Ca' Vignal 1, Strada Le Grazie 15, 37134, Verona, Italy
| | - Simone Maestri
- Università degli Studi di Verona, Ca' Vignal 1, Strada Le Grazie 15, 37134, Verona, Italy
| | - Claudia Racioppi
- Marine Biotechnology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy.,Center for Developmental Genetics, Department of Biology, College of Arts and Science, New York University, New York, USA
| | - Francesco Esposito
- Marine Biotechnology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy
| | - Adrianna Ianora
- Marine Biotechnology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy.
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Nakata E, Dinh H, Nguyen TM, Morii T. DNA binding adaptors to assemble proteins of interest on DNA scaffold. Methods Enzymol 2019; 617:287-322. [PMID: 30784406 DOI: 10.1016/bs.mie.2018.12.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
DNA nanostructures serve as the ideal scaffolds to assemble materials of interest. Among these, proteins are of particularly interesting class of molecules to assemble because of their huge functional variability. Sequence-specific DNA binding proteins have been applied as adaptors to stably locate the fused proteins at defined positions of DNA scaffold in high loading yields. The strategy allows to control the number of enzyme molecules and to maintain the catalytic activity. By fusing a chemoselective self-ligating protein tag to the DNA binding protein, the modular adaptors formed covalent bonds at respective sequences on DNA scaffold with fast reaction kinetics. Application of a set of orthogonal modular adaptors enables spatial organization of multiple types of enzymes.
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Affiliation(s)
- Eiji Nakata
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto, Japan
| | - Huyen Dinh
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto, Japan
| | | | - Takashi Morii
- Institute of Advanced Energy, Kyoto University, Uji, Kyoto, Japan.
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Zhang Y, Zhao C, Ni Z, Shao M, Han M, Huang D, Liu F. Heterologous expression and biochemical characterization of a thermostable xylulose kinase from Bacillus coagulans IPE22. J Basic Microbiol 2019; 59:542-551. [PMID: 30747439 DOI: 10.1002/jobm.201800482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 01/02/2019] [Accepted: 01/13/2019] [Indexed: 12/28/2022]
Abstract
Xylulose kinase is an important enzyme involved in xylose metabolism, which is considered as essential biocatalyst for sustainable lignocellulosic-derived pentose utilization. Bacillus coagulans IPE22 is an ideal bacterium for refinery due to its strong ability to ferment xylose at high temperature. However, the B. coagulans xylose utilization mechanism remains unclear and the related promising enzymes need to be developed. In the present study, the gene coding for xylulose kinase from B. coagulans IPE22 (Bc-XK) was expressed in Escherichia coli BL21 (DE3). Bc-XK has a 1536 bp open reading frame, encoding a protein of 511 amino acids (56.15 kDa). Multiple sequence alignments were performed and a phylogenetic tree was built to evaluate differences among Bc-XK and other bacteria homologs. Bc-XK showed a broad adaptability to high temperature and the enzyme displayed its best performance at pH 8.0 and 60 °C. Bc-XK was activated by Mg2+ , Mn2+ , and Co2+ . Meanwhile, the enzyme could keep activity at 60 °C for at least 180 min. KM values of Bc-XK for xylulose and ATP were 1.29 mM and 0.76 mM, respectively. The high temperature stability of Bc-XK implied that it was an attractive candidate for industrial application.
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Affiliation(s)
- Yuming Zhang
- College of Life Sciences, Hebei University, Baoding, China
| | | | - Zhihua Ni
- College of Life Sciences, Hebei University, Baoding, China
| | - Menghua Shao
- College of Life Sciences, Hebei University, Baoding, China
| | - Mengying Han
- College of Life Sciences, Hebei University, Baoding, China
| | - Dawei Huang
- College of Life Sciences, Hebei University, Baoding, China
| | - Fengsong Liu
- College of Life Sciences, Hebei University, Baoding, China
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Nguyen TM, Nakata E, Saimura M, Dinh H, Morii T. Design of Modular Protein Tags for Orthogonal Covalent Bond Formation at Specific DNA Sequences. J Am Chem Soc 2017; 139:8487-8496. [PMID: 28521084 DOI: 10.1021/jacs.7b01640] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Simultaneous formation of specific covalent linkages at nucleotides in given DNA sequences demand distinct orthogonal reactivity of DNA modification agents. Such highly specific reactions require well-balanced reactivity and affinity of the DNA modification agents. Conjugation of a sequence-specific DNA binding zinc finger protein and a self-ligating protein tag provides a modular adaptor that expedites formation of a covalent bond between the protein tag and a substrate-modified nucleotide at a specific DNA sequence. The modular adaptor stably locates a protein of interest fused to it at the target position on DNA scaffold in its functional form. Modular adaptors with orthogonal selectivity and fast reaction kinetics to specific DNA sequences enable site-specific location of different protein molecules simultaneously. Three different modular adaptors consisting of zinc finger proteins with distinct DNA sequence specificities and self-ligating protein tags with different substrate specificities achieved orthogonal covalent bond formation at respective sequences on the same DNA scaffold with an overall coassembly yield over 90%. Application of this unique set of orthogonal modular adaptors enabled construction of a cascade reaction of three enzymes from xylose metabolic pathway on DNA scaffold.
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Affiliation(s)
- Thang Minh Nguyen
- Institute of Advanced Energy, Kyoto University , Uji, Kyoto 611-0011, Japan
| | - Eiji Nakata
- Institute of Advanced Energy, Kyoto University , Uji, Kyoto 611-0011, Japan
| | - Masayuki Saimura
- Institute of Advanced Energy, Kyoto University , Uji, Kyoto 611-0011, Japan
| | - Huyen Dinh
- Institute of Advanced Energy, Kyoto University , Uji, Kyoto 611-0011, Japan
| | - Takashi Morii
- Institute of Advanced Energy, Kyoto University , Uji, Kyoto 611-0011, Japan
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Komeda H, Yamasaki-Yashiki S, Hoshino K, Asano Y. Identification and characterization of D-xylulokinase from the D-xylose-fermenting fungus, Mucor circinelloides. FEMS Microbiol Lett 2014; 360:51-61. [PMID: 25163569 DOI: 10.1111/1574-6968.12589] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 08/18/2014] [Accepted: 08/18/2014] [Indexed: 11/29/2022] Open
Abstract
D-Xylulokinase catalyzes the phosphorylation of D-xylulose in the final step of the pentose catabolic pathway to form d-xylulose-5-phosphate. The D-xylulokinase activity was found to be induced by both D-xylose and L-arabinose, as well as some of the other enzymes involved in the pentose catabolism, in the D-xylose-fermenting zygomycetous fungus, Mucor circinelloides NBRC 4572. The putative gene, xyl3, which may encode D-xylulokinase, was detected in the genome sequence of this strain. The amino acid sequence deduced from the gene was more similar to D-xylulokinases from an animal origin than from other fungi. The recombinant enzyme was purified from the E. coli transformant expressing xyl3 and then characterized. The ATP-dependent phosphorylative activity of the enzyme was the highest toward D-xylulose. Its kinetic parameters were determined as Km (D-xylulose) = 0.29 mM and Km (ATP) = 0.51 mM, indicating that the xyl3 gene encoded D-xylulokinase (McXK). Western blot analysis revealed that McXK was induced by L-arabinose as well as D-xylose and the induction was repressed in the presence of D-glucose, suggesting that the enzyme may be involved in the catabolism of D-xylose and L-arabinose and is subject to carbon catabolite repression in this fungus. This is the first study on D-xylulokinase from zygomycetous fungi.
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Affiliation(s)
- Hidenobu Komeda
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, Imizu, Toyama, Japan
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Genetic analysis of D-xylose metabolism pathways in Gluconobacter oxydans 621H. ACTA ACUST UNITED AC 2013; 40:379-88. [DOI: 10.1007/s10295-013-1231-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2012] [Accepted: 01/17/2013] [Indexed: 11/26/2022]
Abstract
Abstract
D-xylose is one of the most abundant carbohydrates in nature. This work focuses on xylose metabolism of Gluconobacter oxydans as revealed by a few studies conducted to understand xylose utilization by this strain. Interestingly, the G. oxydans 621H Δmgdh strain (deficient in membrane-bound glucose dehydrogenase) was greatly inhibited when grown on xylose and no xylonate accumulation was observed in the medium. These experimental observations suggested that the mgdh gene was responsible for the conversion of xylose to xylonate in G. oxydans, which was also verified by whole-cell biotransformation. Since 621H Δmgdh could still grow on xylose in a very small way, two seemingly important genes in the oxo-reductive pathway for xylose metabolism, a xylitol dehydrogenase-encoding gox0865 (xdh) gene and a putative xylulose kinase-encoding gox2214 (xk) gene, were knocked out to investigate the effects of both genes on xylose metabolism. The results showed that the gox2214 gene was not involved in xylose metabolism, and there might be other genes encoding xylulose kinase. Though the gox0865 gene played a less important role in xylose metabolism compared to the mgdh gene, it was significant in xylitol utilization in G. oxydans, which meant that gox0865 was a necessary gene for the oxo-reductive pathway of xylose in vivo. To sum up, when xylose was used as the carbon source, the majority of xylose was directly oxidized to xylonate for further metabolism in G. oxydans, whereas only a minor part of xylose was metabolized by the oxo-reductive pathway.
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