1
|
Zhao B, Zhang Y, Zhang S, Hu T, Guo Y. Multifactorial interaction of selenium, iron, xylose, and glycine on cordycepin metabolism in Cordyceps militaris. Appl Microbiol Biotechnol 2023; 107:7403-7416. [PMID: 37773218 DOI: 10.1007/s00253-023-12792-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/08/2023] [Accepted: 09/12/2023] [Indexed: 10/01/2023]
Abstract
Cordycepin, a nucleoside analog, is the main antioxidative and antimicrobial substance in Cordyceps militaris. To improve the metabolism of cordycepin, carbon sources, nitrogen sources, trace elements, and precursors were studied by single factor, Plackett-Burman, and central composite designs in C. militaris mycelial fermentation. Under the regulation of the multifactorial interactions of selenite, ferrous chloride, xylose, and glycine, cordycepin production was increased by 5.2-fold compared with the control. The gene expression of hexokinase, ATP phosphoribosyltransferase, adenylosuccinate synthetase, and cns1-3 in the glycolysis, pentose phosphate, and adenosine synthesis pathways were increased by 3.2-7.5 times due to multifactorial interactions, while the gene expression of histidine biosynthesis trifunctional protein and histidinol-phosphate aminotransferase in histidine synthesis pathway were decreased by 23.4%-56.2%. Increasing with cordycepin production, glucose uptake was accelerated, mycelia growth was inhibited, and the cell wall was damaged. Selenomethionine (SeMet), selenocysteine (SeCys), and selenium nanoparticles (SeNPs) were the major Se species in C. militaris mycelia. This study provides a new insight for promoting cordycepin production by regulating glycolysis, pentose phosphate, and histidine metabolism. KEY POINTS: • Cordycepin production in the CCDmax group was 5.2-fold than that of the control. • Glucose uptake of the CCDmax group was accelerated and cell wall was damaged. • The metabolic flux was concentrated to the cordycepin synthesis pathway.
Collapse
Affiliation(s)
- Bingjie Zhao
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biodiversity and Organic Farming, China Agricultural University, Beijing, 100193, China
| | - Yong Zhang
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biodiversity and Organic Farming, China Agricultural University, Beijing, 100193, China
| | - Sasa Zhang
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biodiversity and Organic Farming, China Agricultural University, Beijing, 100193, China
| | - Ting Hu
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
| | - Yanbin Guo
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China.
- Beijing Key Laboratory of Biodiversity and Organic Farming, China Agricultural University, Beijing, 100193, China.
| |
Collapse
|
2
|
Winkler KF, Panse L, Maiwald C, Hayeß J, Fischer P, Fehlau M, Neubauer P, Kurreck A. Screening the Thermotoga maritima genome for new wide-spectrum nucleoside and nucleotide kinases. J Biol Chem 2023:104746. [PMID: 37094698 DOI: 10.1016/j.jbc.2023.104746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/12/2023] [Accepted: 04/16/2023] [Indexed: 04/26/2023] Open
Abstract
Enzymes from thermophilic organisms are interesting biocatalysts for a wide variety of applications in organic synthesis, biotechnology and molecular biology. Next to an increased stability at elevated temperatures, they were described to show a wider substrate spectrum than their mesophilic counterparts. To identify thermostable biocatalysts for the synthesis of nucleotide analogs, we performed a database search on the carbohydrate and nucleotide metabolism of T. maritima. After expression and purification of 13 enzyme candidates involved in nucleotide synthesis, these enzymes were screened for their substrate scope. We found that the synthesis of 2'-deoxynucleoside 5'-monophosphates (dNMPs) and uridine 5'-monophosphate from nucleosides was catalyzed by the already known wide-spectrum thymidine kinase (TK) and the ribokinase. In contrast, no NMP-forming activity was detected for adenosine-specific kinase, uridine kinase or nucleotidase. The NMP kinases (NMPKs) and the pyruvate-phosphate-dikinase of T. maritima exhibited a rather specific substrate spectrum for the phosphorylation of NMPs, while pyruvate kinase, acetate kinase and three of the NMPKs showed a broad substrate scope with (2'-deoxy)nucleoside 5'-diphosphates as substrates. Based on these promising results, TmNMPKs were applied in enzymatic cascade reactions for nucleoside 5'-triphosphate synthesis using four modified pyrimidine nucleosides and four purine NMPs as substrates, and we determined that base- and sugar-modified substrates were accepted. In summary, besides the already reported TmTK, NMPKs of T. maritima were identified to be interesting enzyme candidates for the enzymatic production of modified nucleotides.
Collapse
Affiliation(s)
- Katja F Winkler
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany
| | - Lena Panse
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany
| | | | - Josefine Hayeß
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany
| | - Pascal Fischer
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany
| | - Maryke Fehlau
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany; BioNukleo GmbH, Ackerstraße 76, 13355 Berlin, Germany
| | - Peter Neubauer
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany
| | - Anke Kurreck
- Technische Universität Berlin, Faculty III Process Sciences, Institute of Biotechnology, Chair of Bioprocess Engineering, Ackerstraße 76, 13355 Berlin, Germany; BioNukleo GmbH, Ackerstraße 76, 13355 Berlin, Germany.
| |
Collapse
|
4
|
Del Arco J, Fernández-Lucas J. Purine and pyrimidine salvage pathway in thermophiles: a valuable source of biocatalysts for the industrial production of nucleic acid derivatives. Appl Microbiol Biotechnol 2018; 102:7805-7820. [PMID: 30027492 DOI: 10.1007/s00253-018-9242-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 07/11/2018] [Accepted: 07/11/2018] [Indexed: 12/25/2022]
Abstract
Due to their similarity to natural counterparts, nucleic acid derivatives (nucleobases, nucleosides, and nucleotides, among others) are interesting molecules for pharmaceutical, biomedical, or food industries. For this reason, there is increasing worldwide demand for the development of efficient synthetic processes for these compounds. Chemical synthetic methodologies require numerous protection-deprotection steps and often lead to the presence of undesirable by-products or enantiomeric mixtures. These methods also require harsh operating conditions, such as the use of organic solvents and hazard reagents. Conversely, enzymatic production by whole cells or enzymes improves regio-, stereo-, and enantioselectivity and provides an eco-friendly alternative. Because of their essential role in purine and pyrimidine scavenging, enzymes from purine and pyrimidine salvage pathways are valuable candidates for the synthesis of many different nucleic acid components. In recent years, many different enzymes from these routes, such as nucleoside phosphorylases, nucleoside kinases, 2'-deoxyribosyltransferases, phosphoribosyl transferases, or deaminases, have been successfully employed as biocatalysts in the production of nucleobase, nucleoside, or nucleotide analogs. Due to their great activity and stability at extremely high temperatures, the use of enzymes from thermophiles in industrial biocatalysis is gaining momentum. Thermophilic enzymes not only display unique characteristics such as temperature, chemical, and pH stability but also provide many different advantages from an industrial perspective. This mini-review aims to cover the most representative enzymatic approaches for the synthesis of nucleic acid derivatives. In this regard, we provide detailed comments about enzymes involved in crucial steps of purine and pyrimidine salvage pathways in thermophiles, as well as their biological role, biochemical characterization, active site mechanism, and substrate specificity. In addition, the most interesting synthetic examples reported in the literature are also included.
Collapse
Affiliation(s)
- Jon Del Arco
- Applied Biotechnology Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Urbanización El Bosque, c/ Tajo, s/n, E-28670, Villaviciosa de Odón, Madrid, Spain
| | - Jesús Fernández-Lucas
- Applied Biotechnology Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Urbanización El Bosque, c/ Tajo, s/n, E-28670, Villaviciosa de Odón, Madrid, Spain. .,Grupo de Investigación en Desarrollo Agroindustrial Sostenible, Universidad de la Costa, CUC, Calle 58 #55-66, Barranquilla, Colombia.
| |
Collapse
|
8
|
Anton BP, Chang YC, Brown P, Choi HP, Faller LL, Guleria J, Hu Z, Klitgord N, Levy-Moonshine A, Maksad A, Mazumdar V, McGettrick M, Osmani L, Pokrzywa R, Rachlin J, Swaminathan R, Allen B, Housman G, Monahan C, Rochussen K, Tao K, Bhagwat AS, Brenner SE, Columbus L, de Crécy-Lagard V, Ferguson D, Fomenkov A, Gadda G, Morgan RD, Osterman AL, Rodionov DA, Rodionova IA, Rudd KE, Söll D, Spain J, Xu SY, Bateman A, Blumenthal RM, Bollinger JM, Chang WS, Ferrer M, Friedberg I, Galperin MY, Gobeill J, Haft D, Hunt J, Karp P, Klimke W, Krebs C, Macelis D, Madupu R, Martin MJ, Miller JH, O'Donovan C, Palsson B, Ruch P, Setterdahl A, Sutton G, Tate J, Yakunin A, Tchigvintsev D, Plata G, Hu J, Greiner R, Horn D, Sjölander K, Salzberg SL, Vitkup D, Letovsky S, Segrè D, DeLisi C, Roberts RJ, Steffen M, Kasif S. The COMBREX project: design, methodology, and initial results. PLoS Biol 2013; 11:e1001638. [PMID: 24013487 PMCID: PMC3754883 DOI: 10.1371/journal.pbio.1001638] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- Brian P. Anton
- New England Biolabs, Ipswich, Massachusetts, United States of America
- * E-mail: (BPA); (SK)
| | - Yi-Chien Chang
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Peter Brown
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Han-Pil Choi
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Lina L. Faller
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Jyotsna Guleria
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Zhenjun Hu
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Niels Klitgord
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Ami Levy-Moonshine
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Almaz Maksad
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Varun Mazumdar
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Mark McGettrick
- Diatom Software LLC, Holliston, Massachusetts, United States of America
| | - Lais Osmani
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Revonda Pokrzywa
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - John Rachlin
- Diatom Software LLC, Holliston, Massachusetts, United States of America
| | - Rajeswari Swaminathan
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Benjamin Allen
- Program for Evolutionary Dynamics, Harvard University, Cambridge, Massachusetts, United States of America
- Department of Mathematics, Emmanuel College, Boston, Massachusetts, United States of America
| | - Genevieve Housman
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Caitlin Monahan
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Krista Rochussen
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Kevin Tao
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Ashok S. Bhagwat
- Department of Chemistry, Wayne State University, Detroit, Michigan, United States of America
| | - Steven E. Brenner
- Department of Plant and Microbial Biology, University of California, Berkeley, California, United States of America
| | - Linda Columbus
- Department of Chemistry, University of Virginia, Charlottesville, Virginia, United States of America
| | - Valérie de Crécy-Lagard
- Department of Microbiology and Cell Science, University of Florida, Gainesville, Florida, United States of America
| | - Donald Ferguson
- Department of Microbiology, Miami University, Oxford, Ohio, United States of America
| | - Alexey Fomenkov
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Giovanni Gadda
- Department of Chemistry, Georgia State University, Atlanta, Georgia, United States of America
| | - Richard D. Morgan
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Andrei L. Osterman
- Bioinformatics and Systems Biology, Sanford Burnham Medical Research Institute, La Jolla, California, United States of America
| | - Dmitry A. Rodionov
- Bioinformatics and Systems Biology, Sanford Burnham Medical Research Institute, La Jolla, California, United States of America
| | - Irina A. Rodionova
- Bioinformatics and Systems Biology, Sanford Burnham Medical Research Institute, La Jolla, California, United States of America
| | - Kenneth E. Rudd
- Department of Biochemistry and Molecular Biology, University of Miami, Miami, Florida, United States of America
| | - Dieter Söll
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut, United States of America
| | - James Spain
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Shuang-yong Xu
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Alex Bateman
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Robert M. Blumenthal
- Department of Medical Microbiology and Immunology, and Program in Bioinformatics, University of Toledo, Toledo, Ohio, United States of America
| | - J. Martin Bollinger
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Woo-Suk Chang
- Department of Biology, University of Texas-Arlington, Arlington, Texas, United States of America
| | - Manuel Ferrer
- Spanish National Research Council (CSIC), Institute of Catalysis, Madrid, Spain
| | - Iddo Friedberg
- Department of Microbiology, Miami University, Oxford, Ohio, United States of America
| | - Michael Y. Galperin
- National Center for Biotechnology Information (NCBI), National Institutes of Health (NIH), Bethesda, Maryland, United States of America
| | - Julien Gobeill
- Department of Library and Information Sciences, University of Applied Sciences Western Switzerland, Geneva, Switzerland
- Bibliomics and Text Mining Group, Swiss Institute of Bioinformatics, Geneva, Switzerland
| | - Daniel Haft
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - John Hunt
- Biological Sciences, Columbia University, New York, New York, United States of America
| | - Peter Karp
- Bioinformatics Research Group, Artificial Intelligence Center, SRI International, Menlo Park, California, United States of America
| | - William Klimke
- National Center for Biotechnology Information (NCBI), National Institutes of Health (NIH), Bethesda, Maryland, United States of America
| | - Carsten Krebs
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Dana Macelis
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Ramana Madupu
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - Maria J. Martin
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Jeffrey H. Miller
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, California, United States of America
| | - Claire O'Donovan
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Bernhard Palsson
- Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America
| | - Patrick Ruch
- Department of Library and Information Sciences, University of Applied Sciences Western Switzerland, Geneva, Switzerland
- Bibliomics and Text Mining Group, Swiss Institute of Bioinformatics, Geneva, Switzerland
| | - Aaron Setterdahl
- Department of Chemistry, Indiana University Southeast, New Albany, Indiana, United States of America
| | - Granger Sutton
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - John Tate
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Alexander Yakunin
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, Ontario, Canada
| | - Dmitri Tchigvintsev
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, Ontario, Canada
| | - Germán Plata
- Center for Computational Biology and Bioinformatics, Columbia University, New York, New York, United States of America
- Integrated Program in Cellular, Molecular, Structural, and Genetic Studies, Columbia University, New York, New York, United States of America
| | - Jie Hu
- Center for Computational Biology and Bioinformatics, Columbia University, New York, New York, United States of America
| | - Russell Greiner
- Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
| | - David Horn
- School of Physics and Astronomy, Tel Aviv University, Tel Aviv, Israel
| | - Kimmen Sjölander
- Berkeley Phylogenomics Group, University of California, Berkeley, California, United States of America
| | - Steven L. Salzberg
- Departments of Medicine and Biostatistics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Dennis Vitkup
- Center for Computational Biology and Bioinformatics, Columbia University, New York, New York, United States of America
| | - Stanley Letovsky
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Daniel Segrè
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Charles DeLisi
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Richard J. Roberts
- New England Biolabs, Ipswich, Massachusetts, United States of America
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
| | - Martin Steffen
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Simon Kasif
- Bioinformatics Program, Boston University, Boston, Massachusetts, United States of America
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
- * E-mail: (BPA); (SK)
| |
Collapse
|