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Do H, Nguyen DL, Ahn YY, Nam Y, Kang Y, Oh H, Hwang J, Han SJ, Kim K, Lee JH. Structural and functional characterization of sulfurtransferase from Frondihabitans sp. PAMC28461. PLoS One 2024; 19:e0298999. [PMID: 38526988 PMCID: PMC10962793 DOI: 10.1371/journal.pone.0298999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 02/04/2024] [Indexed: 03/27/2024] Open
Abstract
Sulfurtransferases transfer of sulfur atoms from thiols to acceptors like cyanide. They are categorized as thiosulfate sulfurtransferases (TSTs) and 3-mercaptopyruvate sulfurtransferases (MSTs). TSTs transfer sulfur from thiosulfate to cyanide, producing thiocyanate. MSTs transfer sulfur from 3-mercaptopyruvate to cyanide, yielding pyruvate and thiocyanate. The present study aimed to isolate and characterize the sulfurtransferase FrST from Frondihabitans sp. PAMC28461 using biochemical and structural analyses. FrST exists as a dimer and can be classified as a TST rather than an MST according to sequence-based clustering and enzyme activity. Furthermore, the discovery of activity over a wide temperature range and the broad substrate specificity exhibited by FrST suggest promising prospects for its utilization in industrial applications, such as the detoxification of cyanide.
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Affiliation(s)
- Hackwon Do
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
| | - Dieu Linh Nguyen
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
- Division of Life Sciences, Korea Polar Research Institute, Incheon, Korea
| | - Yong-Yoon Ahn
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
| | - Yewon Nam
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
| | - YoonJi Kang
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
| | - HoeJung Oh
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
| | - Jisub Hwang
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
| | - Se Jong Han
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
- Division of Life Sciences, Korea Polar Research Institute, Incheon, Korea
| | - Kitae Kim
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
| | - Jun Hyuck Lee
- Research Unit of Cryogenic Novel Material, Korea Polar Research Institute, Incheon, Korea
- Department of Polar Sciences, University of Science and Technology, Incheon, Korea
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Pan Z, Wang W, Chen J, Chen Z, Avellán-Llaguno RD, Xu W, Duan Y, Liu B, Huang Q. Temporal dynamics of microbial composition and antibiotic resistome in fermentation bed culture pig farms across various ages. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:168728. [PMID: 37992830 DOI: 10.1016/j.scitotenv.2023.168728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/18/2023] [Accepted: 11/18/2023] [Indexed: 11/24/2023]
Abstract
The discharge from pig farms presents significant challenges to the environment and human health, specifically regarding the dissemination of antimicrobial resistance (AMR). Fermentation bed culture has emerged as an increasingly popular and environmentally friendly pig farming model in China, as it minimizes the release of harmful substances into the environment. However, there remains a limited understanding of the occurrence and dynamics of microbiome and antibiotic resistome in fermentation bed culture. Herein, we collected fermentation bed materials (FBM) from four fermentation bed culture pig farms with varying service ages and investigated their bacterial communities, antibiotic resistance genes (ARGs), mobile genetic elements (MGEs), metal resistance genes (MRGs) and potential antibiotic-resistant bacterial hosts through metagenomics. Pseudomonadota, Actinomycetota, Bacteroidota and Bacillota were identified as the dominant phyla present in the FBM. In total, we detected 258 unique ARGs in the FBM samples, with 79 core ARGs shared by all FBM samples, accounting for 95 % of the total ARG abundance. Our results revealed significant variations in microbial communities and ARG profiles across varying service ages of FBM. Compared to long-term FBW, short-term FBM exhibited higher numbers and abundances of ARGs, MRGs and MGEs, along with higher levels of potential bacterial pathogens and high-risk ARGs. Further analysis of metagenome-assembled genome (MAG) indicated that the putative hosts of ARGs primarily belonged to Pseudomonadota, Actinomycetota and Bacillota. Alarmingly, among the 80 recovered ARG-carrying MAGs, 23 MAGs encoded multi-resistance, including clinically significant species that require urgent attention. Overall, this study provided valuable insights into the temporal patterns of antibiotic resistome and bacterial communities within FBM, enhancing our understanding of FBM in pig farming. The findings could potentially contribute to the development of effective strategies for evaluating and regulating fermentation bed culture practices in pig farming.
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Affiliation(s)
- Zhizhen Pan
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Weiyi Wang
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Institute of Life Sciences and Green Development, College of Life Sciences, Hebei University, Hebei 071002, China
| | - Jingyu Chen
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361102, China
| | - Zheng Chen
- Institue of Plant Protection, Fujian Academy of Agriculture Sciences, Fuzhou 350003, China
| | - Ricardo David Avellán-Llaguno
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Wenjuan Xu
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Yifang Duan
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Bo Liu
- Fujian Academy of Agriculture Sciences, Fuzhou 350003, China
| | - Qiansheng Huang
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China.
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3
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Nag R, Russell L, Nolan S, Auer A, Markey BK, Whyte P, O'Flaherty V, Bolton D, Fenton O, Richards KG, Cummins E. Quantitative microbial risk assessment associated with ready-to-eat salads following the application of farmyard manure and slurry or anaerobic digestate to arable lands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:151227. [PMID: 34715220 DOI: 10.1016/j.scitotenv.2021.151227] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/20/2021] [Accepted: 10/22/2021] [Indexed: 06/13/2023]
Abstract
Farmyard manure and slurry (FYM&S) and anaerobic digestate are potentially valuable soil conditioners providing important nutrients for plant development and growth. However, these organic fertilisers may pose a microbial health risk to humans. A quantitative microbial risk assessment (QMRA) model was developed to investigate the potential human exposure to pathogens following the application of FYM&S and digestate to agricultural land. The farm-to-fork probabilistic model investigated the fate of microbial indicators (total coliforms and enterococci) and foodborne pathogens in the soil with potential contamination of ready-to-eat salads (RTEs) at the point of human consumption. The processes examined included pathogen inactivation during mesophilic anaerobic digestion (M-AD), post-AD pasteurisation, storage, dilution while spreading, decay in soil, post-harvest washing processes, and finally, the potential growth of the pathogen during refrigeration/storage at the retail level in the Irish context. The QMRA highlighted a very low annual probability of risk (Pannual) due to Clostridium perfringens, norovirus, and Salmonella Newport across all scenarios. Mycobacterium avium may result in a very high mean Pannual for the application of raw FYM&S, while Cryptosporidium parvum and pathogenic E. coli showed high Pannual, and Listeria monocytogenes displayed moderate Pannual for raw FYM&S application. The use of AD reduces this risk; however, pasteurisation reduces the Pannual to an even greater extent posing a very low risk. An overall sensitivity analysis revealed that mesophilic-AD's inactivation effect is the most sensitive parameter of the QMRA, followed by storage and the decay on the field (all negatively correlated to risk estimate). The information generated from this model can help to inform guidelines for policymakers on the maximum permissible indicator or pathogen contamination levels in the digestate. The QMRA can also provide the AD industry with a safety assessment of pathogenic organisms resulting from the digestion of FYM&S.
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Affiliation(s)
- Rajat Nag
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
| | - Lauren Russell
- Teagasc, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland; University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Stephen Nolan
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, Galway, Ireland.
| | - Agathe Auer
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Bryan K Markey
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Paul Whyte
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Vincent O'Flaherty
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, Galway, Ireland.
| | - Declan Bolton
- Teagasc, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Owen Fenton
- Teagasc, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Karl G Richards
- Teagasc, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Enda Cummins
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
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4
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Nag R, Auer A, Nolan S, Russell L, Markey BK, Whyte P, O'Flaherty V, Bolton D, Fenton O, Richards KG, Cummins E. Evaluation of pathogen concentration in anaerobic digestate using a predictive modelling approach (ADRISK). THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 800:149574. [PMID: 34399337 DOI: 10.1016/j.scitotenv.2021.149574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/06/2021] [Accepted: 08/06/2021] [Indexed: 06/13/2023]
Abstract
Farmyard manure and slurry (FYM&S) is a valuable feedstock for anaerobic digestion (AD) plants. However, FYM&S may contain high concentrations of pathogens, and complete inactivation through the AD process is unlikely. Thus, following land application of digestate, pathogens may contaminate a range of environmental media posing a potential threat to public health. The present study aimed to combine primary laboratory data with literature-based secondary data to develop an Excel-based exposure assessment model (ADRISK) using a gamma generalised linear model to predict the final microorganism count in the digestate. This research examines the behaviour of a suite of pathogens (Cryptosporidium parvum, norovirus, Mycobacterium spp., Salmonella spp., Listeria monocytogenes, Clostridium spp., and pathogenic Escherichia coli) and indicators (total coliforms, E. coli, and enterococci) during mesophilic anaerobic digestion (M-AD) at 37 °C, pre/post-AD pasteurisation, and after a period of storage (with/without lime) for different feedstock proportions (slurry:food waste: 0:1, 1:3, 2:1, and 3:1). ADRISK tool simulations of faecal indicator bacteria levels across all scenarios show that the digestate can meet the EU standard without pasteurisation if the AD runs at 37 °C or a higher temperature with a higher C:N ratio (recipe 3) and a hydraulic retention time ≥ 7 days. The storage of digestate also reduced levels of microorganisms in the digestate. The Irish pasteurisation process (60 °C for 4 days), although more energy-intensive, is more effective than the EU pasteurisation (70 °C for 1 h) specification. Pre-AD pasteurisation was more effective for C. parvum, norovirus, Mycobacterium thermoresistibile. However, post-AD literature-based pasteurisation is most likely to assure the safety of the digestate. The information generated from this model can inform policy-makers regarding the optimal M-AD process parameters necessary to maximise the inactivation of microorganisms, ensuring adverse environmental impact is minimised, and public health is protected.
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Affiliation(s)
- Rajat Nag
- University College Dublin School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
| | - Agathe Auer
- University College Dublin School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Stephen Nolan
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, University Road, Galway, Ireland.
| | - Lauren Russell
- University College Dublin School of Veterinary Medicine, Belfield, Dublin 4, Ireland; TEAGASC, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Bryan K Markey
- University College Dublin School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Paul Whyte
- University College Dublin School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Vincent O'Flaherty
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, University Road, Galway, Ireland.
| | - Declan Bolton
- TEAGASC, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Owen Fenton
- TEAGASC, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Karl G Richards
- TEAGASC, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Enda Cummins
- University College Dublin School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
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Alarico S, Nunes-Costa D, Silva A, Costa M, Macedo-Ribeiro S, Empadinhas N. A genuine mycobacterial thermophile: Mycobacterium hassiacum growth, survival and GpgS stability at near-pasteurization temperatures. MICROBIOLOGY-SGM 2021; 166:474-483. [PMID: 32100712 DOI: 10.1099/mic.0.000898] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Mycobacterium hassiacum is so far the most thermophilic among mycobacteria as it grows optimally at 50 °C and up to 65 °C in a glycerol-based medium, as verified in this study. Since this and other nontuberculous mycobacteria (NTM) thrive in diverse natural and artificial environments, from where they may access and infect humans, we deemed essential to probe M. hassiacum resistance to heat, a strategy routinely used to control microbial growth in water-supply systems, as well as in the food and drink industries. In addition to possibly being a threat in its own right in rare occasions, M. hassiacum is also a good surrogate for studying other NTM species more often associated with opportunistic infection, namely Mycobacterium avium and Mycobacterium abscessus as well as their strictly pathogenic counterparts Mycobacterium tuberculosis and Mycobacterium leprae. In this regard, this thermophilic species is likely to be useful as a source of stable proteins that may provide more detailed structures of potential drug targets. Here, we investigate M. hassiacum growth at near-pasteurization temperatures and at different pHs and also characterize its thermostable glucosyl-3-phosphoglycerate synthase (GpgS), an enzyme considered essential for M. tuberculosis growth and associated with both nitrogen starvation and thermal stress in different NTM species.
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Affiliation(s)
- Susana Alarico
- IIIUC - Institute for Interdisciplinary Research, University of Coimbra, Coimbra, Portugal.,CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Daniela Nunes-Costa
- CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,PDBEB - PhD Programme in Biomedicine and Experimental Biology, Institute for Interdisciplinary Research, University of Coimbra, Coimbra, Portugal
| | - Alexandra Silva
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.,IBMC - Instituto de Biologia Molecular e Celular, Universidade do Porto, Porto, Portugal
| | - Mafalda Costa
- CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Sandra Macedo-Ribeiro
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.,IBMC - Instituto de Biologia Molecular e Celular, Universidade do Porto, Porto, Portugal
| | - Nuno Empadinhas
- CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,IIIUC - Institute for Interdisciplinary Research, University of Coimbra, Coimbra, Portugal
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6
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Rohman A, Dijkstra BW. Application of microbial 3-ketosteroid Δ 1-dehydrogenases in biotechnology. Biotechnol Adv 2021; 49:107751. [PMID: 33823268 DOI: 10.1016/j.biotechadv.2021.107751] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/27/2021] [Accepted: 04/02/2021] [Indexed: 11/19/2022]
Abstract
3-Ketosteroid Δ1-dehydrogenase catalyzes the 1(2)-dehydrogenation of 3-ketosteroid substrates using flavin adenine dinucleotide as a cofactor. The enzyme plays a crucial role in microbial steroid degradation, both under aerobic and anaerobic conditions, by initiating the opening of the steroid nucleus. Indeed, many microorganisms are known to possess one or more 3-ketosteroid Δ1-dehydrogenases. In the pharmaceutical industry, 3-ketosteroid Δ1-dehydrogenase activity is exploited to produce Δ1-3-ketosteroids, a class of steroids that display various biological activities. Many of them are used as active pharmaceutical ingredients in drug products, or as key precursors to produce pharmaceutically important steroids. Since 3-ketosteroid Δ1-dehydrogenase activity requires electron acceptors, among other considerations, Δ1-3-ketosteroid production has been industrially implemented using whole-cell fermentation with growing or metabolically active resting cells, in which the electron acceptors are available, rather than using the isolated enzyme. In this review we discuss biotechnological applications of microbial 3-ketosteroid Δ1-dehydrogenases, covering commonly used steroid-1(2)-dehydrogenating microorganisms, the bioprocess for preparing Δ1-3-ketosteroids, genetic engineering of 3-ketosteroid Δ1-dehydrogenases and related genes for constructing new, productive industrial strains, and microbial fermentation strategies for enhancing the product yield. Furthermore, we also highlight the recent development in the use of isolated 3-ketosteroid Δ1-dehydrogenases combined with a FAD cofactor regeneration system. Finally, in a somewhat different context, we summarize the role of 3-ketosteroid Δ1-dehydrogenase in cholesterol degradation by Mycobacterium tuberculosis and other mycobacteria. Because the enzyme is essential for the pathogenicity of these organisms, it may be a potential target for drug development to combat mycobacterial infections.
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Affiliation(s)
- Ali Rohman
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga, Surabaya 60115, Indonesia; Laboratory of Proteomics, Research Center for Bio-Molecule Engineering (BIOME), Universitas Airlangga, Surabaya 60115, Indonesia; Laboratory of Biophysical Chemistry, University of Groningen, 9747 AG Groningen, the Netherlands.
| | - Bauke W Dijkstra
- Laboratory of Biophysical Chemistry, University of Groningen, 9747 AG Groningen, the Netherlands.
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7
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Mitachi K, Yun HG, Gillman CD, Skorupinska-Tudek K, Swiezewska E, Clemons WM, Kurosu M. Substrate Tolerance of Bacterial Glycosyltransferase MurG: Novel Fluorescence-Based Assays. ACS Infect Dis 2020; 6:1501-1516. [PMID: 31769280 DOI: 10.1021/acsinfecdis.9b00242] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
MurG (uridine diphosphate-N-acetylglucosamine/N-acetylmuramyl-(pentapeptide) pyrophosphoryl-undecaprenol N-acetylglucosamine transferase) is an essential bacterial glycosyltransferase that catalyzes the N-acetylglucosamine (GlcNAc) transformation of lipid I to lipid II during peptidoglycan biosynthesis. Park's nucleotide has been a convenient biochemical tool to study the function of MraY (phospho-MurNAc-(pentapeptide) translocase) and MurG; however, no fluorescent probe has been developed to differentiate individual processes in the biotransformation of Park's nucleotide to lipid II via lipid I. Herein, we report a robust assay of MurG using either the membrane fraction of a M. smegmatis strain or a thermostable MraY and MurG of Hydrogenivirga sp. as enzyme sources, along with Park's nucleotide or Park's nucleotide-Nε-C6-dansylthiourea and uridine diphosphate (UDP)-GlcN-C6-FITC as acceptor and donor substrates. Identification of both the MraY and MurG products can be performed simultaneously by HPLC in dual UV mode. Conveniently, the generated lipid II fluorescent analogue can also be quantitated via UV-Vis spectrometry without the separation of the unreacted lipid I derivative. The microplate-based assay reported here is amenable to high-throughput MurG screening. A preliminary screening of a collection of small molecules has demonstrated the robustness of the assays and resulted in rediscovery of ristocetin A as a strong antimycobacterial MurG and MraY inhibitor.
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Affiliation(s)
- Katsuhiko Mitachi
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, 881 Madison Avenue, Memphis, Tennessee 38163, United States
| | - Hyun Gi Yun
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, California 91125, United States
| | - Cody D. Gillman
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, California 91125, United States
| | - Karolina Skorupinska-Tudek
- Department of Lipid Biochemistry, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawinskiego 5a, 02-106 Warszawa, Poland
| | - Ewa Swiezewska
- Department of Lipid Biochemistry, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawinskiego 5a, 02-106 Warszawa, Poland
| | - William M. Clemons
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, California 91125, United States
| | - Michio Kurosu
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, 881 Madison Avenue, Memphis, Tennessee 38163, United States
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Abendroth J, Sankaran B, Myler PJ, Lorimer DD, Edwards TE. Ab initio structure solution of a proteolytic fragment using ARCIMBOLDO. Acta Crystallogr F Struct Biol Commun 2018; 74:530-535. [PMID: 30198884 PMCID: PMC6130419 DOI: 10.1107/s2053230x18010063] [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: 05/15/2018] [Accepted: 07/12/2018] [Indexed: 11/10/2022] Open
Abstract
Crystal structure determination requires solving the phase problem. This can be accomplished using ab initio direct methods for small molecules and macromolecules at resolutions higher than 1.2 Å, whereas macromolecular structure determination at lower resolution requires either molecular replacement using a homologous structure or experimental phases using a derivative such as covalent labeling (for example selenomethionine or mercury derivatization) or heavy-atom soaking (for example iodide ions). Here, a case is presented in which crystals were obtained from a 30.8 kDa protein sample and yielded a 1.6 Å resolution data set with a unit cell that could accommodate approximately 8 kDa of protein. Thus, it was unclear what had been crystallized. Molecular replacement with pieces of homologous proteins and attempts at iodide ion soaking failed to yield a solution. The crystals could not be reproduced. Sequence-independent molecular replacement using the structures available in the Protein Data Bank also failed to yield a solution. Ultimately, ab initio structure solution proved successful using the program ARCIMBOLDO, which identified two α-helical elements and yielded interpretable maps. The structure was the C-terminal dimerization domain of the intended target from Mycobacterium smegmatis. This structure is presented as a user-friendly test case in which an unknown protein fragment could be determined using ARCIMBOLDO.
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Affiliation(s)
- Jan Abendroth
- Seattle Structural Genomics Center for Infectious Disease (SSGCID), Seattle, Washington, USA
- Beryllium Discovery Corporation, Bainbridge Island, WA 98110, USA
| | - Banumathi Sankaran
- Molecular Biophysics and Integrated Bioimaging, Berkeley Center for Structural Biology, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Peter J. Myler
- Seattle Structural Genomics Center for Infectious Disease (SSGCID), Seattle, Washington, USA
- Center for Infectious Disease Research, formerly Seattle Biomedical Research Institute, 307 Westlake Avenue North Suite 500, Seattle, WA 98109, USA
| | - Donald D. Lorimer
- Seattle Structural Genomics Center for Infectious Disease (SSGCID), Seattle, Washington, USA
- Beryllium Discovery Corporation, Bainbridge Island, WA 98110, USA
| | - Thomas E. Edwards
- Seattle Structural Genomics Center for Infectious Disease (SSGCID), Seattle, Washington, USA
- Beryllium Discovery Corporation, Bainbridge Island, WA 98110, USA
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A Comprehensive Computational Analysis of Mycobacterium Genomes Pinpoints the Genes Co-occurring with YczE, a Membrane Protein Coding Gene Under the Putative Control of a MocR, and Predicts its Function. Interdiscip Sci 2017; 10:111-125. [PMID: 29098594 DOI: 10.1007/s12539-017-0266-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2017] [Revised: 09/08/2017] [Accepted: 10/11/2017] [Indexed: 10/18/2022]
Abstract
Bacterial proteins belonging to the YczE family are predicted to be membrane proteins of yet unknown function. In many bacterial species, the yczE gene coding for the YczE protein is divergently transcribed with respect to an adjacent transcriptional regulator of the MocR family. According to in silico predictions, proteins named YczR are supposed to regulate the expression of yczE genes. These regulators linked to the yczE genes are predicted to constitute a subfamily within the MocR family. To put forward hypotheses amenable to experimental testing about the possible function of the YczE proteins, a phylogenetic profile strategy was applied. This strategy consists in searching for those genes that, within a set of genomes, co-occur exclusively with a certain gene of interest. Co-occurrence can be suggestive of a functional link. A set of 30 mycobacterial complete proteomes were collected. Of these, only 16 contained YczE proteins. Interestingly, in all cases each yczE gene was divergently transcribed with respect to a yczR gene. Two orthology clustering procedures were applied to find proteins co-occurring exclusively with the YczE proteins. The reported results suggest that YczE may be involved in the membrane translocation and metabolism of sulfur-containing compounds mostly in rapidly growing, low pathogenicity mycobacterial species. These observations may hint at potential targets for therapies to treat the emerging opportunistic infections provoked by the widespread environmental mycobacterial species and may contribute to the delineation of the genomic and physiological differences between the pathogenic and non-pathogenic mycobacterial species.
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N-Acetylglucosamine-1-Phosphate Transferase, WecA, as a Validated Drug Target in Mycobacterium tuberculosis. Antimicrob Agents Chemother 2017; 61:AAC.01310-17. [PMID: 28874370 DOI: 10.1128/aac.01310-17] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Accepted: 08/25/2017] [Indexed: 12/24/2022] Open
Abstract
The mycobacterial phosphoglycosyltransferase WecA, which initiates arabinogalactan biosynthesis in Mycobacterium tuberculosis, has been proposed as a target of the caprazamycin derivative CPZEN-45, a preclinical drug candidate for the treatment of tuberculosis. In this report, we describe the functional characterization of mycobacterial WecA and confirm the essentiality of its encoding gene in M. tuberculosis by demonstrating that the transcriptional silencing of wecA is bactericidal in vitro and in macrophages. Silencing wecA also conferred hypersensitivity of M. tuberculosis to the drug tunicamycin, confirming its target selectivity for WecA in whole cells. Simple radiometric assays performed with mycobacterial membranes and commercially available substrates allowed chemical validation of other putative WecA inhibitors and resolved their selectivity toward WecA versus another attractive cell wall target, translocase I, which catalyzes the first membrane step in the biosynthesis of peptidoglycan. These assays and the mutant strain described herein will be useful for identifying potential antitubercular leads by screening chemical libraries for novel WecA inhibitors.
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11
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Decoding the similarities and differences among mycobacterial species. PLoS Negl Trop Dis 2017; 11:e0005883. [PMID: 28854187 PMCID: PMC5595346 DOI: 10.1371/journal.pntd.0005883] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2017] [Revised: 09/12/2017] [Accepted: 08/18/2017] [Indexed: 11/19/2022] Open
Abstract
Mycobacteriaceae comprises pathogenic species such as Mycobacterium tuberculosis, M. leprae and M. abscessus, as well as non-pathogenic species, for example, M. smegmatis and M. thermoresistibile. Genome comparison and annotation studies provide insights into genome evolutionary relatedness, identify unique and pathogenicity-related genes in each species, and explore new targets that could be used for developing new diagnostics and therapeutics. Here, we present a comparative analysis of ten-mycobacterial genomes with the objective of identifying similarities and differences between pathogenic and non-pathogenic species. We identified 1080 core orthologous clusters that were enriched in proteins involved in amino acid and purine/pyrimidine biosynthetic pathways, DNA-related processes (replication, transcription, recombination and repair), RNA-methylation and modification, and cell-wall polysaccharide biosynthetic pathways. For their pathogenicity and survival in the host cell, pathogenic species have gained specific sets of genes involved in repair and protection of their genomic DNA. M. leprae is of special interest owing to its smallest genome (1600 genes and ~1300 psuedogenes), yet poor genome annotation. More than 75% of the pseudogenes were found to have a functional ortholog in the other mycobacterial genomes and belong to protein families such as transferases, oxidoreductases and hydrolases. Members of the Mycobacteriaceae family, which are known to adapt to different environmental niches, comprise bacterial species with varied genome sizes. They are unique in their cell-wall composition, which is remarkably thick and lipid-rich as compared to other bacteria. We performed a comparative analysis at the proteome level for ten mycobacterial species that differ in their pathogenicity, genome size and environmental niches. A total of 1080 orthologous clusters with representation from all ten species were obtained, and these were further examined for their domain annotations, domain architecture similarities and enriched GO terms. These core orthologous clusters are enriched in various biosynthetic pathways. The proteins that are specific to each of the ten species were also investigated for their GO functions. The M. leprae genome has a large number of pseudogenes and we searched for their functional orthologs in other mycobacterial species in order to understand the functions that are lost from the M. leprae genome. The proteins present exclusively in M. leprae genome were studied in more detail, in order to predict putative drug targets and diagnostic markers. These findings, which have implications in understanding evolution of mycobacterial genomes, identify species-specific proteins that have potential for use in developing new diagnostic tools and therapeutics.
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Moschetti T, Sharpe T, Fischer G, Marsh ME, Ng HK, Morgan M, Scott DE, Blundell TL, R. Venkitaraman A, Skidmore J, Abell C, Hyvönen M. Engineering Archeal Surrogate Systems for the Development of Protein-Protein Interaction Inhibitors against Human RAD51. J Mol Biol 2016; 428:4589-4607. [PMID: 27725183 PMCID: PMC5117717 DOI: 10.1016/j.jmb.2016.10.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Revised: 10/02/2016] [Accepted: 10/04/2016] [Indexed: 02/02/2023]
Abstract
Protein-protein interactions (PPIs) are increasingly important targets for drug discovery. Efficient fragment-based drug discovery approaches to tackle PPIs are often stymied by difficulties in the production of stable, unliganded target proteins. Here, we report an approach that exploits protein engineering to "humanise" thermophilic archeal surrogate proteins as targets for small-molecule inhibitor discovery and to exemplify this approach in the development of inhibitors against the PPI between the recombinase RAD51 and tumour suppressor BRCA2. As human RAD51 has proved impossible to produce in a form that is compatible with the requirements of fragment-based drug discovery, we have developed a surrogate protein system using RadA from Pyrococcus furiosus. Using a monomerised RadA as our starting point, we have adopted two parallel and mutually instructive approaches to mimic the human enzyme: firstly by mutating RadA to increase sequence identity with RAD51 in the BRC repeat binding sites, and secondly by generating a chimeric archaeal human protein. Both approaches generate proteins that interact with a fourth BRC repeat with affinity and stoichiometry comparable to human RAD51. Stepwise humanisation has also allowed us to elucidate the determinants of RAD51 binding to BRC repeats and the contributions of key interacting residues to this interaction. These surrogate proteins have enabled the development of biochemical and biophysical assays in our ongoing fragment-based small-molecule inhibitor programme and they have allowed us to determine hundreds of liganded structures in support of our structure-guided design process, demonstrating the feasibility and advantages of using archeal surrogates to overcome difficulties in handling human proteins.
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Affiliation(s)
- Tommaso Moschetti
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Timothy Sharpe
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Gerhard Fischer
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - May E. Marsh
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Hong Kin Ng
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Matthew Morgan
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Duncan E. Scott
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Tom L. Blundell
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Ashok R. Venkitaraman
- Medical Research Council Cancer Unit, University of Cambridge, Hills Road, Cambridge CB2 0XZ, UK
| | - John Skidmore
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Chris Abell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Marko Hyvönen
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK,Corresponding author.
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Crystal structures of Mycobacterial MeaB and MMAA-like GTPases. ACTA ACUST UNITED AC 2015; 16:91-9. [PMID: 25832174 DOI: 10.1007/s10969-015-9197-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 03/14/2015] [Indexed: 10/23/2022]
Abstract
The methylmalonyl Co-A mutase-associated GTPase MeaB from Methylobacterium extorquens is involved in glyoxylate regulation and required for growth. In humans, mutations in the homolog methylmalonic aciduria associated protein (MMAA) cause methylmalonic aciduria, which is often fatal. The central role of MeaB from bacteria to humans suggests that MeaB is also important in other, pathogenic bacteria such as Mycobacterium tuberculosis. However, the identity of the mycobacterial MeaB homolog is presently unclear. Here, we identify the M. tuberculosis protein Rv1496 and its homologs in M. smegmatis and M. thermoresistibile as MeaB. The crystal structures of all three homologs are highly similar to MeaB and MMAA structures and reveal a characteristic three-domain homodimer with GDP bound in the G domain active site. A structure of Rv1496 obtained from a crystal grown in the presence of GTP exhibited electron density for GDP, suggesting GTPase activity. These structures identify the mycobacterial MeaB and provide a structural framework for therapeutic targeting of M. tuberculosis MeaB.
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Genome sequence of Mycobacterium hassiacum DSM 44199, a rare source of heat-stable mycobacterial proteins. J Bacteriol 2013; 194:7010-1. [PMID: 23209251 DOI: 10.1128/jb.01880-12] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Mycobacterium hassiacum is a rapidly growing mycobacterium isolated from human urine and so far the most thermophilic among mycobacterial species. Its thermotolerance and phylogenetic relationship to M. tuberculosis render its proteins attractive tools for crystallization and structure-guided drug design. We report the draft genome sequence of M. hassiacum DSM 44199.
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Baugh L, Gallagher LA, Patrapuvich R, Clifton MC, Gardberg AS, Edwards TE, Armour B, Begley DW, Dieterich SH, Dranow DM, Abendroth J, Fairman JW, Fox D, Staker BL, Phan I, Gillespie A, Choi R, Nakazawa-Hewitt S, Nguyen MT, Napuli A, Barrett L, Buchko GW, Stacy R, Myler PJ, Stewart LJ, Manoil C, Van Voorhis WC. Combining functional and structural genomics to sample the essential Burkholderia structome. PLoS One 2013; 8:e53851. [PMID: 23382856 PMCID: PMC3561365 DOI: 10.1371/journal.pone.0053851] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2012] [Accepted: 12/05/2012] [Indexed: 11/19/2022] Open
Abstract
Background The genus Burkholderia includes pathogenic gram-negative bacteria that cause melioidosis, glanders, and pulmonary infections of patients with cancer and cystic fibrosis. Drug resistance has made development of new antimicrobials critical. Many approaches to discovering new antimicrobials, such as structure-based drug design and whole cell phenotypic screens followed by lead refinement, require high-resolution structures of proteins essential to the parasite. Methodology/Principal Findings We experimentally identified 406 putative essential genes in B. thailandensis, a low-virulence species phylogenetically similar to B. pseudomallei, the causative agent of melioidosis, using saturation-level transposon mutagenesis and next-generation sequencing (Tn-seq). We selected 315 protein products of these genes based on structure-determination criteria, such as excluding very large and/or integral membrane proteins, and entered them into the Seattle Structural Genomics Center for Infection Disease (SSGCID) structure determination pipeline. To maximize structural coverage of these targets, we applied an “ortholog rescue” strategy for those producing insoluble or difficult to crystallize proteins, resulting in the addition of 387 orthologs (or paralogs) from seven other Burkholderia species into the SSGCID pipeline. This structural genomics approach yielded structures from 31 putative essential targets from B. thailandensis, and 25 orthologs from other Burkholderia species, yielding an overall structural coverage for 49 of the 406 essential gene families, with a total of 88 depositions into the Protein Data Bank. Of these, 25 proteins have properties of a potential antimicrobial drug target i.e., no close human homolog, part of an essential metabolic pathway, and a deep binding pocket. We describe the structures of several potential drug targets in detail. Conclusions/Significance This collection of structures, solubility and experimental essentiality data provides a resource for development of drugs against infections and diseases caused by Burkholderia. All expression clones and proteins created in this study are freely available by request.
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Affiliation(s)
- Loren Baugh
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Seattle Biomedical Research Institute, Seattle, Washington, United States of America
| | - Larry A. Gallagher
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Rapatbhorn Patrapuvich
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Matthew C. Clifton
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Anna S. Gardberg
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Thomas E. Edwards
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Brianna Armour
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Darren W. Begley
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | | | - David M. Dranow
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Jan Abendroth
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - James W. Fairman
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - David Fox
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Bart L. Staker
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Isabelle Phan
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Seattle Biomedical Research Institute, Seattle, Washington, United States of America
| | - Angela Gillespie
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Ryan Choi
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Steve Nakazawa-Hewitt
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Mary Trang Nguyen
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Alberto Napuli
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Lynn Barrett
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
| | - Garry W. Buchko
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Robin Stacy
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Seattle Biomedical Research Institute, Seattle, Washington, United States of America
| | - Peter J. Myler
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Seattle Biomedical Research Institute, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- Department of Medical Education and Biomedical Informatics, University of Washington, Seattle, Washington
| | - Lance J. Stewart
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Emerald BioStructures, Bainbridge Island, Washington, United States of America
| | - Colin Manoil
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Wesley C. Van Voorhis
- Seattle Structural Genomics Center for Infectious Disease, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- * E-mail:
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