1
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Valentin-Alvarado LE, Appler KE, De Anda V, Schoelmerich MC, West-Roberts J, Kivenson V, Crits-Christoph A, Ly L, Sachdeva R, Greening C, Savage DF, Baker BJ, Banfield JF. Asgard archaea modulate potential methanogenesis substrates in wetland soil. Nat Commun 2024; 15:6384. [PMID: 39085194 PMCID: PMC11291895 DOI: 10.1038/s41467-024-49872-z] [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: 05/02/2024] [Accepted: 06/20/2024] [Indexed: 08/02/2024] Open
Abstract
The roles of Asgard archaea in eukaryogenesis and marine biogeochemical cycles are well studied, yet their contributions in soil ecosystems remain unknown. Of particular interest are Asgard archaeal contributions to methane cycling in wetland soils. To investigate this, we reconstructed two complete genomes for soil-associated Atabeyarchaeia, a new Asgard lineage, and a complete genome of Freyarchaeia, and predicted their metabolism in situ. Metatranscriptomics reveals expression of genes for [NiFe]-hydrogenases, pyruvate oxidation and carbon fixation via the Wood-Ljungdahl pathway. Also expressed are genes encoding enzymes for amino acid metabolism, anaerobic aldehyde oxidation, hydrogen peroxide detoxification and carbohydrate breakdown to acetate and formate. Overall, soil-associated Asgard archaea are predicted to include non-methanogenic acetogens, highlighting their potential role in carbon cycling in terrestrial environments.
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Affiliation(s)
- Luis E Valentin-Alvarado
- Innovative Genomics Institute, University of California, Berkeley, California, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
| | - Kathryn E Appler
- Department of Marine Science, University of Texas at Austin; Marine Science Institute, Port Aransas, TX, USA
| | - Valerie De Anda
- Department of Marine Science, University of Texas at Austin; Marine Science Institute, Port Aransas, TX, USA
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA
| | - Marie C Schoelmerich
- Innovative Genomics Institute, University of California, Berkeley, California, USA
- Department of Environmental Systems Sciences; ETH Zürich, Zürich, Switzerland
| | - Jacob West-Roberts
- Environmental Science, Policy and Management, University of California, Berkeley, CA, USA
| | - Veronika Kivenson
- Innovative Genomics Institute, University of California, Berkeley, California, USA
| | - Alexander Crits-Christoph
- Innovative Genomics Institute, University of California, Berkeley, California, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
- Cultivarium, Watertown, MA, USA
| | - Lynn Ly
- Oxford Nanopore Technologies Inc, New York, NY, USA
| | - Rohan Sachdeva
- Innovative Genomics Institute, University of California, Berkeley, California, USA
| | - Chris Greening
- Department of Microbiology, Biomedicine Discovery Institute; Monash University, Clayton, VIC, Australia
- Securing Antarctica's Environmental Future, Monash University, Clayton, VIC, Australia
| | - David F Savage
- Innovative Genomics Institute, University of California, Berkeley, California, USA
- Howard Hughes Medical Institute, University of California, Berkeley, California, USA
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, USA
| | - Brett J Baker
- Department of Marine Science, University of Texas at Austin; Marine Science Institute, Port Aransas, TX, USA.
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA.
| | - Jillian F Banfield
- Innovative Genomics Institute, University of California, Berkeley, California, USA.
- Environmental Science, Policy and Management, University of California, Berkeley, CA, USA.
- Department of Microbiology, Biomedicine Discovery Institute; Monash University, Clayton, VIC, Australia.
- Earth and Planetary Science, University of California, Berkeley, CA, USA.
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Balbay MG, Shlafstein MD, Cockell C, Cady SL, Prescott RD, Lim DSS, Chain PSG, Donachie SP, Decho AW, Saw JH. Metabolic versatility of Caldarchaeales from geothermal features of Hawai'i and Chile as revealed by five metagenome-assembled genomes. Front Microbiol 2023; 14:1216591. [PMID: 37799600 PMCID: PMC10547907 DOI: 10.3389/fmicb.2023.1216591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 08/30/2023] [Indexed: 10/07/2023] Open
Abstract
Members of the archaeal order Caldarchaeales (previously the phylum Aigarchaeota) are poorly sampled and are represented in public databases by relatively few genomes. Additional representative genomes will help resolve their placement among all known members of Archaea and provide insights into their roles in the environment. In this study, we analyzed 16S rRNA gene amplicons belonging to the Caldarchaeales that are available in public databases, which demonstrated that archaea of the order Caldarchaeales are diverse, widespread, and most abundant in geothermal habitats. We also constructed five metagenome-assembled genomes (MAGs) of Caldarchaeales from two geothermal features to investigate their metabolic potential and phylogenomic position in the domain Archaea. Two of the MAGs were assembled from microbial community DNA extracted from fumarolic lava rocks from Mauna Ulu, Hawai'i, and three were assembled from DNA obtained from hot spring sinters from the El Tatio geothermal field in Chile. MAGs from Hawai'i are high quality bins with completeness >95% and contamination <1%, and one likely belongs to a novel species in a new genus recently discovered at a submarine volcano off New Zealand. MAGs from Chile have lower completeness levels ranging from 27 to 70%. Gene content of the MAGs revealed that these members of Caldarchaeales are likely metabolically versatile and exhibit the potential for both chemoorganotrophic and chemolithotrophic lifestyles. The wide array of metabolic capabilities exhibited by these members of Caldarchaeales might help them thrive under diverse harsh environmental conditions. All the MAGs except one from Chile harbor putative prophage regions encoding several auxiliary metabolic genes (AMGs) that may confer a fitness advantage on their Caldarchaeales hosts by increasing their metabolic potential and make them better adapted to new environmental conditions. Phylogenomic analysis of the five MAGs and over 3,000 representative archaeal genomes showed the order Caldarchaeales forms a monophyletic group that is sister to the clade comprising the orders Geothermarchaeales (previously Candidatus Geothermarchaeota), Conexivisphaerales and Nitrososphaerales (formerly known as Thaumarchaeota), supporting the status of Caldarchaeales members as a clade distinct from the Thaumarchaeota.
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Affiliation(s)
- Manolya Gul Balbay
- Department of Biological Sciences, The George Washington University, Washington, DC, United States
| | | | - Charles Cockell
- UK Centre for Astrobiology, University of Edinburgh, Edinburgh, United Kingdom
| | - Sherry L. Cady
- Department of Geology, Portland State University, Portland, OR, United States
| | - Rebecca D. Prescott
- UK Centre for Astrobiology, University of Edinburgh, Edinburgh, United Kingdom
- School of Life Sciences, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Department of Environmental Health Sciences, University of South Carolina, Columbia, SC, United States
- Department of Biology, University of Mississippi, Oxford, MS, United States
| | | | | | - Stuart P. Donachie
- School of Life Sciences, University of Hawai’i at Mānoa, Honolulu, HI, United States
| | - Alan W. Decho
- Department of Environmental Health Sciences, University of South Carolina, Columbia, SC, United States
| | - Jimmy H. Saw
- Department of Biological Sciences, The George Washington University, Washington, DC, United States
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3
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Lipscomb GL, Crowley AT, Nguyen DMN, Keller MW, O’Quinn HC, Tanwee TNN, Vailionis JL, Zhang K, Zhang Y, Kelly RM, Adams MWW. Manipulating Fermentation Pathways in the Hyperthermophilic Archaeon Pyrococcus furiosus for Ethanol Production up to 95°C Driven by Carbon Monoxide Oxidation. Appl Environ Microbiol 2023; 89:e0001223. [PMID: 37162365 PMCID: PMC10304873 DOI: 10.1128/aem.00012-23] [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: 01/04/2023] [Accepted: 04/09/2023] [Indexed: 05/11/2023] Open
Abstract
Genetic engineering of hyperthermophilic organisms for the production of fuels and other useful chemicals is an emerging biotechnological opportunity. In particular, for volatile organic compounds such as ethanol, fermentation at high temperatures could allow for straightforward separation by direct distillation. Currently, the upper growth temperature limit for native ethanol producers is 72°C in the bacterium Thermoanaerobacter ethanolicus JW200, and the highest temperature for heterologously-engineered bioethanol production was recently demonstrated at 85°C in the archaeon Pyrococcus furiosus. Here, we describe an engineered strain of P. furiosus that synthesizes ethanol at 95°C, utilizing a homologously-expressed native alcohol dehydrogenase, termed AdhF. Ethanol biosynthesis was compared at 75°C and 95°C with various engineered strains. At lower temperatures, the acetaldehyde substrate for AdhF is most likely produced from acetate by aldehyde ferredoxin oxidoreductase (AOR). At higher temperatures, the effect of AOR on ethanol production is negligible, suggesting that acetaldehyde is produced by pyruvate ferredoxin oxidoreductase (POR) via oxidative decarboxylation of pyruvate, a reaction known to occur only at higher temperatures. Heterologous expression of a carbon monoxide dehydrogenase complex in the AdhF overexpression strain enabled it to use CO as a source of energy, leading to increased ethanol production. A genome reconstruction model for P. furiosus was developed to guide metabolic engineering strategies and understand outcomes. This work opens the door to the potential for 'bioreactive distillation' since fermentation can be performed well above the normal boiling point of ethanol. IMPORTANCE Previously, the highest temperature for biological ethanol production was 85°C. Here, we have engineered ethanol production at 95°C by the hyperthermophilic archaeon Pyrococcus furiosus. Using mutant strains, we showed that ethanol production occurs by different pathways at 75°C and 95°C. In addition, by heterologous expression of a carbon monoxide dehydrogenase complex, ethanol production by this organism was driven by the oxidation of carbon monoxide. A genome reconstruction model for P. furiosus was developed to guide metabolic engineering strategies and understand outcomes.
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Affiliation(s)
- Gina L. Lipscomb
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Alexander T. Crowley
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Diep M. N. Nguyen
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Matthew W. Keller
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Hailey C. O’Quinn
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Tania N. N. Tanwee
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Jason L. Vailionis
- Department of Cell and Molecular Biology, College of the Environment and Life Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Ke Zhang
- Department of Cell and Molecular Biology, College of the Environment and Life Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Ying Zhang
- Department of Cell and Molecular Biology, College of the Environment and Life Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Robert M. Kelly
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Michael W. W. Adams
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
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4
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Hagen WR. The Development of Tungsten Biochemistry-A Personal Recollection. Molecules 2023; 28:molecules28104017. [PMID: 37241758 DOI: 10.3390/molecules28104017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 04/27/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
The development of tungsten biochemistry is sketched from the viewpoint of personal participation. Following its identification as a bio-element, a catalogue of genes, enzymes, and reactions was built up. EPR spectroscopic monitoring of redox states was, and remains, a prominent tool in attempts to understand tungstopterin-based catalysis. A paucity of pre-steady-state data remains a hindrance to overcome to this day. Tungstate transport systems have been characterized and found to be very specific for W over Mo. Additional selectivity is presented by the biosynthetic machinery for tungstopterin enzymes. Metallomics analysis of hyperthermophilic archaeon Pyrococcus furiosus indicates a comprehensive inventory of tungsten proteins.
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Affiliation(s)
- Wilfred R Hagen
- Department of Biotechnology, Delft University of Technology, Building 58, Van der Maasweg 9, 2629 HZ Delft, The Netherlands
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5
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Mathew LG, Haja DK, Pritchett C, McCormick W, Zeineddine R, Fontenot LS, Rivera ME, Glushka J, Adams MWW, Lanzilotta WN. An unprecedented function for a tungsten-containing oxidoreductase. J Biol Inorg Chem 2022; 27:747-758. [PMID: 36269456 DOI: 10.1007/s00775-022-01965-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/30/2022] [Indexed: 01/05/2023]
Abstract
Five tungstopterin-containing oxidoreductases were characterized from the hyperthermophile Pyrococcus furiosus. Each enzyme catalyzes the reversible conversion of one or more aldehydes to the corresponding carboxylic acid, but they have different specificities. The physiological functions of only two of these enzymes are known: one, termed GAPOR, is a glycolytic enzyme that oxidizes glyceraldehyde-3-phosphate, while the other, termed AOR, oxidizes multiple aldehydes generated during peptide fermentation. Two of the enzymes have known structures (AOR and FOR). Herein, we focus on WOR5, the fifth tungstopterin enzyme to be discovered in P. furiosus. Expression of WOR5 was previously shown to be increased during cold shock (growth at 72 ℃), although the physiological substrate is not known. To gain insight into WOR5 function, we sought to determine both its structure and identify its intracellular substrate. Crystallization experiments were performed with a concentrated cytoplasmic extract of P. furiosus grown at 72 ℃ and the structure of WOR5 was deduced from the crystals that were obtained. In contrast to a previous report, WOR5 is heterodimeric containing an additional polyferredoxin-like subunit with four [4Fe-4S] clusters. The active site structure of WOR5 is substantially different from that of AOR and FOR and the significant electron density observed adjacent to the tungsten cofactor of WOR5 was modeled as an aliphatic sulfonate. Biochemical assays and product analysis confirmed that WOR5 is an aliphatic sulfonate ferredoxin oxidoreductase (ASOR). A catalytic mechanism for ASOR is proposed based on the structural information and the potential role of ASOR in the cold-shock response is discussed.
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Affiliation(s)
- Liju G Mathew
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Dominik K Haja
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Clayton Pritchett
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Winston McCormick
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Robbie Zeineddine
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Leo S Fontenot
- Department of Chemistry, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Mario E Rivera
- Department of Chemistry, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - John Glushka
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Michael W W Adams
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA.
| | - William N Lanzilotta
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA.
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6
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Buessecker S, Palmer M, Lai D, Dimapilis J, Mayali X, Mosier D, Jiao JY, Colman DR, Keller LM, St John E, Miranda M, Gonzalez C, Gonzalez L, Sam C, Villa C, Zhuo M, Bodman N, Robles F, Boyd ES, Cox AD, St Clair B, Hua ZS, Li WJ, Reysenbach AL, Stott MB, Weber PK, Pett-Ridge J, Dekas AE, Hedlund BP, Dodsworth JA. An essential role for tungsten in the ecology and evolution of a previously uncultivated lineage of anaerobic, thermophilic Archaea. Nat Commun 2022; 13:3773. [PMID: 35773279 PMCID: PMC9246946 DOI: 10.1038/s41467-022-31452-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 06/17/2022] [Indexed: 11/19/2022] Open
Abstract
Trace metals have been an important ingredient for life throughout Earth's history. Here, we describe the genome-guided cultivation of a member of the elusive archaeal lineage Caldarchaeales (syn. Aigarchaeota), Wolframiiraptor gerlachensis, and its growth dependence on tungsten. A metagenome-assembled genome (MAG) of W. gerlachensis encodes putative tungsten membrane transport systems, as well as pathways for anaerobic oxidation of sugars probably mediated by tungsten-dependent ferredoxin oxidoreductases that are expressed during growth. Catalyzed reporter deposition-fluorescence in-situ hybridization (CARD-FISH) and nanoscale secondary ion mass spectrometry (nanoSIMS) show that W. gerlachensis preferentially assimilates xylose. Phylogenetic analyses of 78 high-quality Wolframiiraptoraceae MAGs from terrestrial and marine hydrothermal systems suggest that tungsten-associated enzymes were present in the last common ancestor of extant Wolframiiraptoraceae. Our observations imply a crucial role for tungsten-dependent metabolism in the origin and evolution of this lineage, and hint at a relic metabolic dependence on this trace metal in early anaerobic thermophiles.
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Affiliation(s)
- Steffen Buessecker
- Department of Earth System Science, Stanford University, Stanford, CA, USA.
| | - Marike Palmer
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA.
| | - Dengxun Lai
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Joshua Dimapilis
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Xavier Mayali
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Damon Mosier
- Department of Biology, California State University, San Bernardino, CA, USA
- Department of Geoscience, University of Calgary, Calgary, AB, Canada
| | - Jian-Yu Jiao
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
| | - Daniel R Colman
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, MT, USA
| | - Lisa M Keller
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, MT, USA
| | - Emily St John
- Department of Biology, Portland State University, Portland, OR, USA
| | - Michelle Miranda
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Cristina Gonzalez
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Lizett Gonzalez
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Christian Sam
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Christopher Villa
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Madeline Zhuo
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Nicholas Bodman
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Fernando Robles
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Eric S Boyd
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, MT, USA
| | - Alysia D Cox
- Department of Chemistry and Geochemistry, Montana Technological University, Butte, MT, USA
| | - Brian St Clair
- Department of Chemistry and Geochemistry, Montana Technological University, Butte, MT, USA
| | - Zheng-Shuang Hua
- Department of Environmental Science and Engineering, University of Science and Technology of China, Hefei, PR China
| | - Wen-Jun Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
- College of Fisheries, Henan Normal University, Xinxiang, PR China
| | | | - Matthew B Stott
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Peter K Weber
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Jennifer Pett-Ridge
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
- Life & Environmental Sciences Department, University of Merced, Merced, CA, USA
| | - Anne E Dekas
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Brian P Hedlund
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Jeremy A Dodsworth
- Department of Biology, California State University, San Bernardino, CA, USA.
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7
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González PJ, Rivas MG, Ferroni FM, Rizzi AC, Brondino CD. Electron transfer pathways and spin–spin interactions in Mo- and Cu-containing oxidoreductases. Coord Chem Rev 2021. [DOI: 10.1016/j.ccr.2021.214202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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8
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Tungsten enzymes play a role in detoxifying food and antimicrobial aldehydes in the human gut microbiome. Proc Natl Acad Sci U S A 2021; 118:2109008118. [PMID: 34686601 DOI: 10.1073/pnas.2109008118] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2021] [Indexed: 12/20/2022] Open
Abstract
Tungsten (W) is a metal that is generally thought to be seldom used in biology. We show here that a W-containing oxidoreductase (WOR) family is diverse and widespread in the microbial world. Surprisingly, WORs, along with the tungstate-specific transporter Tup, are abundant in the human gut microbiome, which contains 24 phylogenetically distinct WOR types. Two model gut microbes containing six types of WOR and Tup were shown to assimilate W. Two of the WORs were natively purified and found to contain W. The enzymes catalyzed the conversion of toxic aldehydes to the corresponding acid, with one WOR carrying out an electron bifurcation reaction coupling aldehyde oxidation to the simultaneous reduction of NAD+ and of the redox protein ferredoxin. Such aldehydes are present in cooked foods and are produced as antimicrobials by gut microbiome metabolism. This aldehyde detoxification strategy is dependent on the availability of W to the microbe. The functions of other WORs in the gut microbiome that do not oxidize aldehydes remain unknown. W is generally beyond detection (<6 parts per billion) in common foods and at picomolar concentrations in drinking water, suggesting that W availability could limit some gut microbial functions and might be an overlooked micronutrient.
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9
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Improving Arsenic Tolerance of Pyrococcus furiosus by Heterologous Expression of a Respiratory Arsenate Reductase. Appl Environ Microbiol 2020; 86:AEM.01728-20. [PMID: 32859593 DOI: 10.1128/aem.01728-20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 08/16/2020] [Indexed: 11/20/2022] Open
Abstract
Arsenate is a notorious toxicant that is known to disrupt multiple biochemical pathways. Many microorganisms have developed mechanisms to detoxify arsenate using the ArsC-type arsenate reductase, and some even use arsenate as a terminal electron acceptor for respiration involving arsenate respiratory reductase (Arr). ArsC-type reductases have been studied extensively, but the phylogenetically unrelated Arr system is less investigated and has not been characterized from Archaea Here, we heterologously expressed the genes encoding Arr from the crenarchaeon Pyrobaculum aerophilum in the euryarchaeon Pyrococcus furiosus, both of which grow optimally near 100°C. Recombinant P. furiosus was grown on molybdenum (Mo)- or tungsten (W)-containing medium, and two types of recombinant Arr enzymes were purified, one containing Mo (Arr-Mo) and one containing W (Arr-W). Purified Arr-Mo had a 140-fold higher specific activity in arsenate [As(V)] reduction than Arr-W, and Arr-Mo also reduced arsenite [As(III)]. The P. furiosus strain expressing Arr-Mo (the Arr strain) was able to use arsenate as a terminal electron acceptor during growth on peptides. In addition, the Arr strain had increased tolerance compared to that of the parent strain to arsenate and also, surprisingly, to arsenite. Compared to the parent, the Arr strain accumulated intracellularly almost an order of magnitude more arsenic when cells were grown in the presence of arsenite. X-ray absorption spectroscopy (XAS) results suggest that the Arr strain of P. furiosus improves its tolerance to arsenite by increasing production of less-toxic arsenate and nontoxic methylated arsenicals compared to that by the parent.IMPORTANCE Arsenate respiratory reductases (Arr) are much less characterized than the detoxifying arsenate reductase system. The heterologous expression and characterization of an Arr from Pyrobaculum aerophilum in Pyrococcus furiosus provides new insights into the function of this enzyme. From in vivo studies, production of Arr not only enabled P. furiosus to use arsenate [As(V)] as a terminal electron acceptor, it also provided the organism with a higher resistance to arsenate and also, surprisingly, to arsenite [As(III)]. In contrast to the tungsten-containing oxidoreductase enzymes natively produced by P. furiosus, recombinant P. aerophilum Arr was much more active with molybdenum than with tungsten. It is also, to our knowledge, the only characterized Arr to be active with both molybdenum and tungsten in the active site.
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10
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Abstract
Tungsten is the heaviest element used in biological systems. It occurs in the active sites of several bacterial or archaeal enzymes and is ligated to an organic cofactor (metallopterin or metal binding pterin; MPT) which is referred to as tungsten cofactor (Wco). Wco-containing enzymes are found in the dimethyl sulfoxide reductase (DMSOR) and the aldehyde:ferredoxin oxidoreductase (AOR) families of MPT-containing enzymes. Some depend on Wco, such as aldehyde oxidoreductases (AORs), class II benzoyl-CoA reductases (BCRs) and acetylene hydratases (AHs), whereas others may incorporate either Wco or molybdenum cofactor (Moco), such as formate dehydrogenases, formylmethanofuran dehydrogenases or nitrate reductases. The obligately tungsten-dependent enzymes catalyze rather unusual reactions such as ones with extremely low-potential electron transfers (AOR, BCR) or an unusual hydration reaction (AH). In recent years, insights into the structure and function of many tungstoenzymes have been obtained. Though specific and unspecific ABC transporter uptake systems have been described for tungstate and molybdate, only little is known about further discriminative steps in Moco and Wco biosynthesis. In bacteria producing Moco- and Wco-containing enzymes simultaneously, paralogous isoforms of the metal insertase MoeA may be specifically involved in the molybdenum- and tungsten-insertion into MPT, and in targeting Moco or Wco to their respective apo-enzymes. Wco-containing enzymes are of emerging biotechnological interest for a number of applications such as the biocatalytic reduction of CO2, carboxylic acids and aromatic compounds, or the conversion of acetylene to acetaldehyde.
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11
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Hagedoorn PL. Steady-state kinetics of the tungsten containing aldehyde: ferredoxin oxidoreductases from the hyperthermophilic archaeon Pyrococcus furiosus. J Biotechnol 2019; 306:142-148. [PMID: 31589889 DOI: 10.1016/j.jbiotec.2019.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 09/22/2019] [Accepted: 10/03/2019] [Indexed: 10/25/2022]
Abstract
The tungsten containing Aldehyde:ferredoxin oxidoreductases (AOR) offer interesting opportunities for biocatalytic approaches towards aldehyde oxidation and carboxylic acid reduction. The hyperthermophilic archaeon Pyrococcus furiosus encodes five different AOR family members: glyceraldehyde-3-phosphate oxidoreductase (GAPOR), aldehyde oxidoreductase (AOR), and formaldehyde oxidoreductase (FOR), WOR4 and WOR5. GAPOR functions as a glycolytic enzyme and is highly specific for the substrate glyceraldehyde-3-phosphate (GAP). AOR, FOR and WOR5 have a broad substrate spectrum, and for WOR4 no substrate has been identified to date. As ambiguous kinetic parameters have been reported for different AOR family enzymes the steady state kinetics under different physiologically relevant conditions was explored. The GAPOR substrate GAP was found to degrade at 60 °C by non-enzymatic elimination of the phosphate group to methylglyoxal with a half-life t1/2 = 6.5 min. Methylglyoxal is not a substrate or inhibitor of GAPOR. D-GAP was identified as the only substrate oxidized by GAPOR, and the kinetics of the enzyme was unaffected by the presence of L-GAP, which makes GAPOR the first enantioselective enzyme of the AOR family. The steady-state kinetics of GAPOR showed partial substrate inhibition, which assumes the GAP inhibited form of the enzyme retains some activity. This inhibition was found to be alleviated completely by a 1 M NaCl resulting in increased enzyme activity at high substrate concentrations. GAPOR activity was strongly pH dependent, with the optimum at pH 9. At pH 9, the substrate is a divalent anion and, therefore, positively charged amino acid residues are likely to be involved in the binding of the substrate. FOR exhibited a significant primary kinetic isotope effect of the apparent Vmax for the deuterated substrate, formaldehyde-d2, which shows that the rate-determining step involves a CH bond break from the aldehyde. The implications of these results for the reaction mechanism of tungsten-containing AORs, are discussed.
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Affiliation(s)
- Peter-Leon Hagedoorn
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629HZ, Delft, the Netherlands.
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12
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Nissen LS, Basen M. The emerging role of aldehyde:ferredoxin oxidoreductases in microbially-catalyzed alcohol production. J Biotechnol 2019; 306:105-117. [DOI: 10.1016/j.jbiotec.2019.09.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 09/09/2019] [Accepted: 09/09/2019] [Indexed: 11/16/2022]
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13
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Scott IM, Rubinstein GM, Poole FL, Lipscomb GL, Schut GJ, Williams-Rhaesa AM, Stevenson DM, Amador-Noguez D, Kelly RM, Adams MWW. The thermophilic biomass-degrading bacterium Caldicellulosiruptor bescii utilizes two enzymes to oxidize glyceraldehyde 3-phosphate during glycolysis. J Biol Chem 2019; 294:9995-10005. [PMID: 31097544 DOI: 10.1074/jbc.ra118.007120] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 05/13/2019] [Indexed: 01/22/2023] Open
Abstract
Caldicellulosiruptor bescii is an extremely thermophilic, cellulolytic bacterium with a growth optimum at 78 °C and is the most thermophilic cellulose degrader known. It is an attractive target for biotechnological applications, but metabolic engineering will require an in-depth understanding of its primary pathways. A previous analysis of its genome uncovered evidence that C. bescii may have a completely uncharacterized aspect to its redox metabolism, involving a tungsten-containing oxidoreductase of unknown function. Herein, we purified and characterized this new member of the aldehyde ferredoxin oxidoreductase family of tungstoenzymes. We show that it is a heterodimeric glyceraldehyde-3-phosphate (GAP) ferredoxin oxidoreductase (GOR) present not only in all known Caldicellulosiruptor species, but also in 44 mostly anaerobic bacterial genera. GOR is phylogenetically distinct from the monomeric GAP-oxidizing enzyme found previously in several Archaea. We found that its large subunit (GOR-L) contains a single tungstopterin site and one iron-sulfur [4Fe-4S] cluster, that the small subunit (GOR-S) contains four [4Fe-4S] clusters, and that GOR uses ferredoxin as an electron acceptor. Deletion of either subunit resulted in a distinct growth phenotype on both C5 and C6 sugars, with an increased lag phase, but higher cell densities. Using metabolomics and kinetic analyses, we show that GOR functions in parallel with the conventional GAP dehydrogenase, providing an alternative ferredoxin-dependent glycolytic pathway. These two pathways likely facilitate the recycling of reduced redox carriers (NADH and ferredoxin) in response to environmental H2 concentrations. This metabolic flexibility has important implications for the future engineering of this and related species.
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Affiliation(s)
- Israel M Scott
- From the Department of Biochemistry and Molecular Biology and
| | | | - Farris L Poole
- From the Department of Biochemistry and Molecular Biology and
| | - Gina L Lipscomb
- From the Department of Biochemistry and Molecular Biology and
| | - Gerrit J Schut
- From the Department of Biochemistry and Molecular Biology and
| | | | - David M Stevenson
- the Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, and
| | - Daniel Amador-Noguez
- the Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, and
| | - Robert M Kelly
- the Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695
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Arndt F, Schmitt G, Winiarska A, Saft M, Seubert A, Kahnt J, Heider J. Characterization of an Aldehyde Oxidoreductase From the Mesophilic Bacterium Aromatoleum aromaticum EbN1, a Member of a New Subfamily of Tungsten-Containing Enzymes. Front Microbiol 2019; 10:71. [PMID: 30766522 PMCID: PMC6365974 DOI: 10.3389/fmicb.2019.00071] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 01/15/2019] [Indexed: 11/13/2022] Open
Abstract
The biochemical properties of a new tungsten-containing aldehyde oxidoreductase from the mesophilic betaproteobacterium Aromatoleum aromaticum EbN1 (AORAa) are presented in this study. The enzyme was purified from phenylalanine-grown cells of an overexpressing mutant lacking the gene for an aldehyde dehydrogenase normally involved in anaerobic phenylalanine degradation. AORAa catalyzes the oxidation of a broad variety of aldehydes to the respective acids with either viologen dyes or NAD+ as electron acceptors. In contrast to previously known AORs, AORAa is a heterohexameric protein consisting of three different subunits, a large subunit containing the W-cofactor and an Fe-S cluster, a small subunit containing four Fe-S clusters, and a medium subunit containing an FAD cofactor. The presence of the expected cofactors have been confirmed by elemental analysis and spectrophotometric methods. AORAa has a pH optimum of 8.0, a temperature optimum of 40°C and is completely inactive at 50°C. Compared to archaeal AORs, AORAa is remarkably resistant against exposure to air, exhibiting a half-life time of 1 h as purified enzyme and being completely unaffected in cell extracts. Kinetic parameters of AORAa have been obtained for the oxidation of one aliphatic and two aromatic aldehydes, resulting in about twofold higher kcat values with benzyl viologen than with NAD+ as electron acceptor. Finally, we obtained evidence that AORAa is also catalyzing the reverse reaction, reduction of benzoate to benzaldehyde, albeit at very low rates and under conditions strongly favoring acid reduction, e.g., low pH and using Ti(III) citrate as electron donor of very low redox potential. AORAa appears to be a prototype of a new subfamily of bacterial AOR-like tungsten-enzymes, which differ from the previously known archaeal AORs mostly by their multi-subunit composition, their low sensitivity against oxygen, and the ability to use NAD+ as electron acceptor.
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Affiliation(s)
- Fabian Arndt
- Faculty of Biology, Philipps-Universität Marburg, Marburg, Germany
| | - Georg Schmitt
- Faculty of Biology, Philipps-Universität Marburg, Marburg, Germany
| | - Agnieszka Winiarska
- Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences, Kraków, Poland
| | - Martin Saft
- Faculty of Biology, Philipps-Universität Marburg, Marburg, Germany
| | - Andreas Seubert
- Faculty of Chemistry, Philipps-Universität Marburg, Marburg, Germany
| | - Jörg Kahnt
- Max-Planck-Institut für Terrestrische Mikrobiologie, Marburg, Germany
| | - Johann Heider
- Faculty of Biology, Philipps-Universität Marburg, Marburg, Germany.,LOEWE Center for Synthetic Microbiology, Philipps-Universität Marburg, Marburg, Germany
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Gohr S, Hrobárik P, Kaupp M. Four-Component Relativistic Density Functional Calculations of EPR Parameters for Model Complexes of Tungstoenzymes. J Phys Chem A 2017; 121:9106-9117. [DOI: 10.1021/acs.jpca.7b08768] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sebastian Gohr
- Institut
für Chemie, Theoretische Chemie/Quantenchemie, Technische Universität Berlin, Sekr. C7, Straße des 17. Juni 135, 10623 Berlin, Germany
| | - Peter Hrobárik
- Institut
für Chemie, Theoretische Chemie/Quantenchemie, Technische Universität Berlin, Sekr. C7, Straße des 17. Juni 135, 10623 Berlin, Germany
- Department
of Inorganic Chemistry, Faculty of Natural Sciences, Comenius University, Mlynská dolina CH-2, Ilkovičova 6, SK-84215 Bratislava, Slovakia
| | - Martin Kaupp
- Institut
für Chemie, Theoretische Chemie/Quantenchemie, Technische Universität Berlin, Sekr. C7, Straße des 17. Juni 135, 10623 Berlin, Germany
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16
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Schmitt G, Arndt F, Kahnt J, Heider J. Adaptations to a Loss-of-Function Mutation in the Betaproteobacterium Aromatoleum aromaticum: Recruitment of Alternative Enzymes for Anaerobic Phenylalanine Degradation. J Bacteriol 2017; 199:e00383-17. [PMID: 28784814 PMCID: PMC5637171 DOI: 10.1128/jb.00383-17] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 07/30/2017] [Indexed: 12/22/2022] Open
Abstract
Anaerobic phenylalanine (Phe) degradation in the betaproteobacterium Aromatoleum aromaticum involves transamination and decarboxylation to phenylacetaldehyde, followed by oxidation to phenylacetate. The latter reaction is catalyzed simultaneously by two enzymes, a highly specific phenylacetaldehyde dehydrogenase (PDH) and a rather unspecific tungsten-dependent aldehyde oxidoreductase (AOR). Attempting to establish increased synthesis of AOR, we constructed a mutant lacking the gene for PDH. This mutant still grew on phenylalanine, exhibiting increased AOR activities on medium containing tungstate. In the absence of tungstate, the mutant showed initially severe growth deficiency, but it resumed growth on Phe after longer incubation times. Moreover, the growth rates of the mutant increased during several reinoculation cycles on either tungstate-proficient or -deficient media, reaching the same values as recorded in wild-type strains. We confirmed AOR as the major alternative enzyme serving Phe degradation under tungstate-supplied conditions and identified and characterized the alternative NAD-dependent aldehyde dehydrogenase AldB taking over the function under tungstate-deficient conditions. Sequence analysis of the respective genes from adapted cultures under either growth condition revealed a mutation in the upstream region of the aor operon and a mutation within the coding region of aldB, which are likely involved in the observed adaptation of the deletion mutant to regain fast growth on Phe.IMPORTANCE The betaproteobacterium Aromatoleum aromaticum degrades many aromatic compounds under denitrifying conditions. One of the steps of phenylalanine degradation is catalyzed by two simultaneously induced enzymes, a NAD(P)-dependent phenylacetaldehyde dehydrogenase and a W-containing aldehyde oxidoreductase. We report here that the latter fully complements a constructed deletion mutant lacking the gene for phenylacetaldehyde dehydrogenase and is overproduced after several reinoculations. Moreover, an alternative NAD-dependent dehydrogenase is recruited to resume growth in tungstate-free medium, which does not allow the production of aldehyde oxidoreductase. This alternative enzyme is overproduced and seems to have acquired a point mutation in the active center. Our research illustrates the flexibility of environmentally important bacteria in adapting their metabolic pathways to new challenges within only a few generations.
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Affiliation(s)
- G Schmitt
- Laboratory for Microbial Biochemistry, Philipps University of Marburg, Marburg, Germany
| | - F Arndt
- Laboratory for Microbial Biochemistry, Philipps University of Marburg, Marburg, Germany
| | - J Kahnt
- Max Planck Institute for Terrestrial Microbiology, Marburg, Germany
| | - J Heider
- Laboratory for Microbial Biochemistry, Philipps University of Marburg, Marburg, Germany
- LOEWE Center for Synthetic Microbiology, Marburg, Germany
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17
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Younes SHH, Ni Y, Schmidt S, Kroutil W, Hollmann F. Alcohol Dehydrogenases Catalyze the Reduction of Thioesters. ChemCatChem 2017. [DOI: 10.1002/cctc.201700165] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Sabry H. H. Younes
- Department of Biotechnology; Delft University of Technology; Van der Maasweg 9 2629 HZ Delft The Netherlands
- Department of Chemistry; Faculty of Sciences; Sohag University; Sohag 82524 Egypt
| | - Yan Ni
- Department of Biotechnology; Delft University of Technology; Van der Maasweg 9 2629 HZ Delft The Netherlands
| | - Sandy Schmidt
- Department of Biotechnology; Delft University of Technology; Van der Maasweg 9 2629 HZ Delft The Netherlands
| | - Wolfgang Kroutil
- Department of Chemistry; Organic and Bioorganic Chemistry; University of Graz; 8010 Graz Austria
| | - Frank Hollmann
- Department of Biotechnology; Delft University of Technology; Van der Maasweg 9 2629 HZ Delft The Netherlands
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18
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Keller MW, Lipscomb GL, Nguyen DM, Crowley AT, Schut GJ, Scott I, Kelly RM, Adams MWW. Ethanol production by the hyperthermophilic archaeon Pyrococcus furiosus by expression of bacterial bifunctional alcohol dehydrogenases. Microb Biotechnol 2017; 10:1535-1545. [PMID: 28194879 PMCID: PMC5658578 DOI: 10.1111/1751-7915.12486] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 10/03/2016] [Accepted: 11/14/2016] [Indexed: 01/25/2023] Open
Abstract
Ethanol is an important target for the renewable production of liquid transportation fuels. It can be produced biologically from pyruvate, via pyruvate decarboxylase, or from acetyl‐CoA, by alcohol dehydrogenase E (AdhE). Thermophilic bacteria utilize AdhE, which is a bifunctional enzyme that contains both acetaldehyde dehydrogenase and alcohol dehydrogenase activities. Many of these organisms also contain a separate alcohol dehydrogenase (AdhA) that generates ethanol from acetaldehyde, although the role of AdhA in ethanol production is typically not clear. As acetyl‐CoA is a key central metabolite that can be generated from a wide range of substrates, AdhE can serve as a single gene fuel module to produce ethanol through primary metabolic pathways. The focus here is on the hyperthermophilic archaeon Pyrococcus furiosus, which grows by fermenting sugar to acetate, CO2 and H2. Previously, by the heterologous expression of adhA from a thermophilic bacterium, P. furiosus was shown to produce ethanol by a novel mechanism from acetate, mediated by AdhA and the native enzyme aldehyde oxidoreductase (AOR). In this study, the AOR gene was deleted from P. furiosus to evaluate ethanol production directly from acetyl‐CoA by heterologous expression of the adhE gene from eight thermophilic bacteria. Only AdhEs from two Thermoanaerobacter strains showed significant activity in cell‐free extracts of recombinant P. furiosus and supported ethanol production in vivo. In the AOR deletion background, the highest amount of ethanol (estimated 61% theoretical yield) was produced when adhE and adhA from Thermoanaerobacter were co‐expressed.
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Affiliation(s)
- Matthew W Keller
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Gina L Lipscomb
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Diep M Nguyen
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Alexander T Crowley
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Gerrit J Schut
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Israel Scott
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Robert M Kelly
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695, USA
| | - Michael W W Adams
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
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19
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Hagedoorn PL. Microbial Metalloproteomics. Proteomes 2015; 3:424-439. [PMID: 28248278 PMCID: PMC5217388 DOI: 10.3390/proteomes3040424] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 11/04/2015] [Accepted: 11/23/2015] [Indexed: 12/12/2022] Open
Abstract
Metalloproteomics is a rapidly developing field of science that involves the comprehensive analysis of all metal-containing or metal-binding proteins in a biological sample. The purpose of this review is to offer a comprehensive overview of the research involving approaches that can be categorized as inductively coupled plasma (ICP)-MS based methods, X-ray absorption/fluorescence, radionuclide based methods and bioinformatics. Important discoveries in microbial proteomics will be reviewed, as well as the outlook to new emerging approaches and research areas.
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Affiliation(s)
- Peter-Leon Hagedoorn
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, Delft 2628 BC, The Netherlands.
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20
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A New Class of Tungsten-Containing Oxidoreductase in Caldicellulosiruptor, a Genus of Plant Biomass-Degrading Thermophilic Bacteria. Appl Environ Microbiol 2015; 81:7339-47. [PMID: 26276113 DOI: 10.1128/aem.01634-15] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Accepted: 07/30/2015] [Indexed: 12/18/2022] Open
Abstract
Caldicellulosiruptor bescii grows optimally at 78°C and is able to decompose high concentrations of lignocellulosic plant biomass without the need for thermochemical pretreatment. C. bescii ferments both C5 and C6 sugars primarily to hydrogen gas, lactate, acetate, and CO2 and is of particular interest for metabolic engineering applications given the recent availability of a genetic system. Developing optimal strains for technological use requires a detailed understanding of primary metabolism, particularly when the goal is to divert all available reductant (electrons) toward highly reduced products such as biofuels. During an analysis of the C. bescii genome sequence for oxidoreductase-type enzymes, evidence was uncovered to suggest that the primary redox metabolism of C. bescii has a completely uncharacterized aspect involving tungsten, a rarely used element in biology. An active tungsten utilization pathway in C. bescii was demonstrated by the heterologous production of a tungsten-requiring, aldehyde-oxidizing enzyme (AOR) from the hyperthermophilic archaeon Pyrococcus furiosus. Furthermore, C. bescii also contains a tungsten-based AOR-type enzyme, here termed XOR, which is phylogenetically unique, representing a completely new member of the AOR tungstoenzyme family. Moreover, in C. bescii, XOR represents ca. 2% of the cytoplasmic protein. XOR is proposed to play a key, but as yet undetermined, role in the primary redox metabolism of this cellulolytic microorganism.
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Amaral LDS, Rodrigues-Filho E. Aryl carboxylic acid reduction and further reactions with GABA and glucose promoted by whole cells of Xylaria arbuscula. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.molcatb.2015.01.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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22
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Carbohydrate metabolism in Archaea: current insights into unusual enzymes and pathways and their regulation. Microbiol Mol Biol Rev 2014; 78:89-175. [PMID: 24600042 DOI: 10.1128/mmbr.00041-13] [Citation(s) in RCA: 200] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
The metabolism of Archaea, the third domain of life, resembles in its complexity those of Bacteria and lower Eukarya. However, this metabolic complexity in Archaea is accompanied by the absence of many "classical" pathways, particularly in central carbohydrate metabolism. Instead, Archaea are characterized by the presence of unique, modified variants of classical pathways such as the Embden-Meyerhof-Parnas (EMP) pathway and the Entner-Doudoroff (ED) pathway. The pentose phosphate pathway is only partly present (if at all), and pentose degradation also significantly differs from that known for bacterial model organisms. These modifications are accompanied by the invention of "new," unusual enzymes which cause fundamental consequences for the underlying regulatory principles, and classical allosteric regulation sites well established in Bacteria and Eukarya are lost. The aim of this review is to present the current understanding of central carbohydrate metabolic pathways and their regulation in Archaea. In order to give an overview of their complexity, pathway modifications are discussed with respect to unusual archaeal biocatalysts, their structural and mechanistic characteristics, and their regulatory properties in comparison to their classic counterparts from Bacteria and Eukarya. Furthermore, an overview focusing on hexose metabolic, i.e., glycolytic as well as gluconeogenic, pathways identified in archaeal model organisms is given. Their energy gain is discussed, and new insights into different levels of regulation that have been observed so far, including the transcript and protein levels (e.g., gene regulation, known transcription regulators, and posttranslational modification via reversible protein phosphorylation), are presented.
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Ni Y, Hagedoorn PL, Xu JH, Arends IW, Hollmann F. Pyrococcus furiosus-mediated reduction of conjugated carboxylic acids: Towards using syngas as reductant. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/j.molcatb.2013.09.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Ni Y, Hagedoorn PL, Xu JH, Arends IWCE, Hollmann F. A biocatalytic hydrogenation of carboxylic acids. Chem Commun (Camb) 2012; 48:12056-8. [DOI: 10.1039/c2cc36479d] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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25
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Liao RZ, Yu JG, Himo F. Tungsten-dependent formaldehyde ferredoxin oxidoreductase: Reaction mechanism from quantum chemical calculations. J Inorg Biochem 2011; 105:927-36. [DOI: 10.1016/j.jinorgbio.2011.03.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2011] [Revised: 03/25/2011] [Accepted: 03/28/2011] [Indexed: 11/30/2022]
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26
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Magalon A, Fedor JG, Walburger A, Weiner JH. Molybdenum enzymes in bacteria and their maturation. Coord Chem Rev 2011. [DOI: 10.1016/j.ccr.2010.12.031] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Sproules S, Eagle AA, Taylor MK, Gable RW, White JM, Young CG. Paramagnetic Oxotungsten(V) Complexes Containing the Hydrotris(3,5-dimethylpyrazol-1-yl)borate Ligand. Inorg Chem 2011; 50:4503-14. [DOI: 10.1021/ic200161m] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Stephen Sproules
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
| | - Aston A. Eagle
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
| | - Michelle K. Taylor
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
| | - Robert W. Gable
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
| | - Jonathan M. White
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
| | - Charles G. Young
- School of Chemistry and §Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia
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Molybdenum incorporation in tungsten aldehyde oxidoreductase enzymes from Pyrococcus furiosus. J Bacteriol 2010; 192:4143-52. [PMID: 20562313 DOI: 10.1128/jb.00270-10] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The hyperthermophilic archaeon Pyrococcus furiosus expresses five aldehyde oxidoreductase (AOR) enzymes, all containing a tungsto-bispterin cofactor. The growth of this organism is fully dependent on the presence of tungsten in the growth medium. Previous studies have suggested that molybdenum is not incorporated in the active site of these enzymes. Application of the radioisotope (99)Mo in metal isotope native radioautography in gel electrophoresis (MIRAGE) technology to P. furiosus shows that molybdenum can in fact be incorporated in all five AOR enzymes. Mo(V) signals characteristic for molybdopterin were observed in formaldehyde oxidoreductase (FOR) in electron paramagnetic resonance (EPR)-monitored redox titrations. Our finding that the aldehyde oxidation activity of FOR and WOR5 (W-containing oxidoreductase 5) correlates only with the residual tungsten content suggests that the Mo-containing AORs are most likely inactive. An observed W/Mo antagonism is indicative of tungstate-dependent negative feedback of the expression of the tungstate/molybdate ABC transporter. An intracellular selection mechanism for tungstate and molybdate processing has to be present, since tungsten was found to be preferentially incorporated into the AORs even under conditions with comparable intracellular concentrations of tungstate and molybdate. Under the employed growth conditions of starch as the main carbon source in a rich medium, no tungsten- and/or molybdenum-associated proteins are detected in P. furiosus other than the high-affinity transporter, the proteins of the metallopterin insertion machinery, and the five W-AORs.
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Veloso-Bahamonde R, Ramirez-Tagle R, Arratia-Pérez R. DFT-modeling of the tungsten (V) cofactor of hyperthermophilic Pyrococcus furiosus tungsto-bispterin enzyme via the calculated EPR parameters. Chem Phys Lett 2010. [DOI: 10.1016/j.cplett.2010.04.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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30
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Abstract
We are becoming increasingly aware of the role played by archaea in the biogeochemical cycling of the elements. Metabolism of metals is linked to fundamental metabolic functions, including nitrogen fixation, energy production, and cellular processes based on oxidoreductions. Comparative genomic analyses have shown that genes for metabolism, resistance, and detoxification of metals are widespread throughout the archaeal domain. Archaea share with other organisms strategies allowing them to utilize essential metals and maintain metal ions within a physiological range, although comparative proteomics show, in a few cases, preferences for specific genetic traits related to metals. A more in-depth understanding of the physiology of acidophilic archaea might lead to the development of new strategies for the bioremediation of metal-polluted sites and other applications, such as biomining.
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Affiliation(s)
- Elisabetta Bini
- Department of Biochemistry and Microbiology, Rutgers-The State University of New Jersey, New Brunswick, NJ, USA.
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Sevcenco AM, Pinkse MWH, Bol E, Krijger GC, Wolterbeek HT, Verhaert PDEM, Hagedoorn PL, Hagen WR. The tungsten metallome of Pyrococcus furiosus. Metallomics 2009; 1:395-402. [DOI: 10.1039/b908175e] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Bevers LE, Hagedoorn PL, Santamaria-Araujo JA, Magalon A, Hagen WR, Schwarz G. Function of MoaB proteins in the biosynthesis of the molybdenum and tungsten cofactors. Biochemistry 2007; 47:949-56. [PMID: 18154309 DOI: 10.1021/bi7020487] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Molybdenum (Mo) and tungsten (W) enzymes catalyze important redox reactions in the global carbon, nitrogen, and sulfur cycles. Except in nitrogenases both metals are exclusively associated with a unique metal-binding pterin (MPT) that is synthesized by a conserved multistep biosynthetic pathway, which ends with the insertion and thereby biological activation of the respective element. Although the biosynthesis of Mo cofactors has been intensively studied in various systems, the biogenesis of W-containing enzymes, mostly found in archaea, is poorly understood. Here, we describe the function of the Pyrococcus furiosus MoaB protein that is homologous to bacterial (such as MogA) and eukaryotic proteins (such as Cnx1) involved in the final steps of Mo cofactor synthesis. MoaB reconstituted the function of the homologous Escherichia coli MogA protein and catalyzes the adenylylation of MPT in a Mg2+ and ATP-dependent way. At room temperature reaction velocity was similar to that of the previously described plant Cnx1G domain, but it was increased up to 20-fold at 80 degrees C. Metal and nucleotide specificity for MPT adenylylation is well conserved between W and Mo cofactor synthesis. Thermostability of MoaB is believed to rely on its hexameric structure, whereas homologous mesophilic MogA-related proteins form trimers. Comparison of P. furiosus MoaB to E. coli MoaB and MogA revealed that only MogA is able to catalyze MPT adenylylation, whereas E. coli MoaB is inactive. In summary, MogA, Cnx1G, and MoaB proteins exhibit the same adenylyl transfer activity essential for metal insertion in W or Mo cofactor maturation.
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Affiliation(s)
- Loes E Bevers
- Department of Biotechnology, Delft University of Technology, Delft, the Netherlands
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Andreesen JR, Makdessi K. Tungsten, the surprisingly positively acting heavy metal element for prokaryotes. Ann N Y Acad Sci 2007; 1125:215-29. [PMID: 18096847 DOI: 10.1196/annals.1419.003] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The history and changing function of tungsten as the heaviest element in biological systems is given. It starts from an inhibitory element/anion, especially for the iron molybdenum-cofactor (FeMoCo)-containing enzyme nitrogenase involved in dinitrogen fixation, as well as for the many "metal binding pterin" (MPT)-, also known as tricyclic pyranopterin- containing classic molybdoenzymes, such as the sulfite oxidase and the xanthine dehydrogenase family of enzymes. They are generally involved in the transformation of a variety of carbon-, nitrogen- and sulfur-containing compounds. But tungstate can serve as a potential positively acting element for some enzymes of the dimethyl sulfoxide (DMSO) reductase family, especially for CO(2)-reducing formate dehydrogenases (FDHs), formylmethanofuran dehydrogenases and acetylene hydratase (catalyzing only an addition of water, but no redox reaction). Tungsten even becomes an essential element for nearly all enzymes of the aldehyde oxidoreductase (AOR) family. Due to the close chemical and physical similarities between molybdate and tungstate, the latter was thought to be only unselectively cotransported or cometabolized with other tetrahedral anions, such as molybdate and also sulfate. However, it has now become clear that it can also be very selectively transported compared to molybdate into some prokaryotic cells by two very selective ABC-type of transporters that contain a binding protein TupA or WtpA. Both proteins exhibit an extremely high affinity for tungstate (K(D) < 1 nM) and can even discriminate between tungstate and molybdate. By that process, tungsten finally becomes selectively incorporated into the few enzymes noted above.
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Affiliation(s)
- Jan R Andreesen
- Institute of Biology/Microbiology, Martin-Luther-University Halle-Wittenberg, Halle, Germany.
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Chou CJ, Shockley KR, Conners SB, Lewis DL, Comfort DA, Adams MWW, Kelly RM. Impact of substrate glycoside linkage and elemental sulfur on bioenergetics of and hydrogen production by the hyperthermophilic archaeon Pyrococcus furiosus. Appl Environ Microbiol 2007; 73:6842-53. [PMID: 17827328 PMCID: PMC2074980 DOI: 10.1128/aem.00597-07] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Glycoside linkage (cellobiose versus maltose) dramatically influenced bioenergetics to different extents and by different mechanisms in the hyperthermophilic archaeon Pyrococcus furiosus when it was grown in continuous culture at a dilution rate of 0.45 h(-1) at 90 degrees C. In the absence of S(0), cellobiose-grown cells generated twice as much protein and had 50%-higher specific H(2) generation rates than maltose-grown cultures. Addition of S(0) to maltose-grown cultures boosted cell protein production fourfold and shifted gas production completely from H(2) to H(2)S. In contrast, the presence of S(0) in cellobiose-grown cells caused only a 1.3-fold increase in protein production and an incomplete shift from H(2) to H(2)S production, with 2.5 times more H(2) than H(2)S formed. Transcriptional response analysis revealed that many genes and operons known to be involved in alpha- or beta-glucan uptake and processing were up-regulated in an S(0)-independent manner. Most differentially transcribed open reading frames (ORFs) responding to S(0) in cellobiose-grown cells also responded to S(0) in maltose-grown cells; these ORFs included ORFs encoding a membrane-bound oxidoreductase complex (MBX) and two hypothetical proteins (PF2025 and PF2026). However, additional genes (242 genes; 108 genes were up-regulated and 134 genes were down-regulated) were differentially transcribed when S(0) was present in the medium of maltose-grown cells, indicating that there were different cellular responses to the two sugars. These results indicate that carbohydrate characteristics (e.g., glycoside linkage) have a major impact on S(0) metabolism and hydrogen production in P. furiosus. Furthermore, such issues need to be considered in designing and implementing metabolic strategies for production of biofuel by fermentative anaerobes.
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Affiliation(s)
- Chung-Jung Chou
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695-7905, USA
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Bol E, Bevers LE, Hagedoorn PL, Hagen WR. Redox chemistry of tungsten and iron–sulfur prosthetic groups in Pyrococcus furiosus formaldehyde ferredoxin oxidoreductase. J Biol Inorg Chem 2006; 11:999-1006. [PMID: 16924554 DOI: 10.1007/s00775-006-0155-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2006] [Accepted: 08/02/2006] [Indexed: 11/26/2022]
Abstract
Formaldehyde oxidoreductase (FOR) is one of the tungstopterin iron-sulfur enzymes of the five-membered family of aldehyde oxidoreductases in the hyperthermophilic archaeon Pyrococcus furiosus. In dye-mediated equilibrium redox titrations, the tungsten in active P. furiosus FOR is a two-electron acceptor, W(VI/IV). The intermediate, paramagnetic W(V) state can be trapped only by reduction with substrate, with consecutive one-electron intraprotein electron transfer to the single [4Fe-4S](2+;+) cluster and partial comproportionation of the tungsten over W(IV, V, VI); this is a stable state in the absence of an external electron acceptor. Electron paramagnetic resonance (EPR) spectroscopy reveals a single "low-potential" W(V) spectrum with gxyz values 1.847, 1.898, and 1.972, and a [4Fe-4S]+ cubane in a spin mixture of S = 1/2 (10%) and S = 3/2 (90%) of intermediate rhombicity (E/D = 0.21, greal = 1.91). The development of this intermediate in vitro is slow even at elevated temperature and with a nominal 50:1 excess of substrate over enzyme presumably owing to the very unfavorable hydration equilibrium of the formaldehyde/methylene glycol couple with KD approximately 10(3). Rapid intermediate formation of enzyme at concentrations suitable for EPR spectroscopy (200 microM) is only obtained with extremely high nominal substrate concentration (1 M formaldehyde) and is followed by a slower phase of denaturation. The premise that the free formaldehyde, and not the methylene glycol, is the enzyme's substrate implies that KM for formaldehyde is 3 orders of magnitude less that the previously reported value.
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Affiliation(s)
- Emile Bol
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC, Delft, The Netherlands
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Bevers LE, Hagedoorn PL, Krijger GC, Hagen WR. Tungsten transport protein A (WtpA) in Pyrococcus furiosus: the first member of a new class of tungstate and molybdate transporters. J Bacteriol 2006; 188:6498-505. [PMID: 16952940 PMCID: PMC1595483 DOI: 10.1128/jb.00548-06] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A novel tungstate and molybdate binding protein has been discovered from the hyperthermophilic archaeon Pyrococcus furiosus. This tungstate transport protein A (WtpA) is part of a new ABC transporter system selective for tungstate and molybdate. WtpA has very low sequence similarity with the earlier-characterized transport proteins ModA for molybdate and TupA for tungstate. Its structural gene is present in the genome of numerous archaea and some bacteria. The identification of this new tungstate and molybdate binding protein clarifies the mechanism of tungstate and molybdate transport in organisms that lack the known uptake systems associated with the ModA and TupA proteins, like many archaea. The periplasmic protein of this ABC transporter, WtpA (PF0080), was cloned and expressed in Escherichia coli. Using isothermal titration calorimetry, WtpA was observed to bind tungstate (dissociation constant [K(D)] of 17 +/- 7 pM) and molybdate (K(D) of 11 +/- 5 nM) with a stoichiometry of 1.0 mol oxoanion per mole of protein. These low K(D) values indicate that WtpA has a higher affinity for tungstate than do ModA and TupA and an affinity for molybdate similar to that of ModA. A displacement titration of molybdate-saturated WtpA with tungstate showed that the tungstate effectively replaced the molybdate in the binding site of the protein.
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Affiliation(s)
- Loes E Bevers
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands
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Hasan MN, Kwakernaak C, Sloof WG, Hagen WR, Heering HA. Pyrococcus furiosus 4Fe-ferredoxin, chemisorbed on gold, exhibits gated reduction and ionic strength dependent dimerization. J Biol Inorg Chem 2006; 11:651-62. [PMID: 16791647 DOI: 10.1007/s00775-006-0117-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2006] [Accepted: 05/05/2006] [Indexed: 10/24/2022]
Abstract
Pyrococcus furiosus ferredoxin is a small metalloprotein that shuttles electrons between redox enzymes. In its native 4Fe-4S form the protein is highly thermostable. In addition to three cluster-ligating cysteines, two surface cysteine residues (C21 and C48) are present. We used the reactivity of these surface thiols to directly immobilize ferredoxin on a bare gold electrode, with an orientation in which the cluster is exposed to solution. Voltammetry, X-ray photoelectron spectroscopy (XPS), and atomic force microscopy (AFM) studies established the immobilization of the 4Fe form. Native and recombinant wild-type ferredoxins were compared with the C48S, C21S, and C21S/C48S mutants. The variants with one and two surface cysteines can be directly chemisorbed on bare gold. Cyclic voltammetry demonstrated that the reduction potentials are similar to those in solution. The interfacial electron transfer kinetics revealed that the reduction is gated by the interconversion between two oxidized species. AFM images showed that dimers are chemisorbed at low ionic strength, while monomers are present at high ionic strength. XPS spectra revealed the presence of S, Fe, C, N, and O at the surface, which are assigned to the corresponding atoms in the peptide and the cofactor. Analysis of the sulfur spectrum corroborates that both C21 and C48 form gold-thiolate bonds. Moreover, two inorganic sulfide and two iron species were identified, suggesting an inhomogeneous charge distribution in the 4Fe-4S cluster. In conclusion, P. furiosus ferredoxin can be directly and vectorially chemisorbed on gold with retention of its properties. This may provide a biocompatible electrode surface with docking sites for redox enzymes.
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Affiliation(s)
- M Nahid Hasan
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Julianalaan 67, 2628 BC, Delft, The Netherlands
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