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Waterhouse RM, Adam-Blondon AF, Agosti D, Baldrian P, Balech B, Corre E, Davey RP, Lantz H, Pesole G, Quast C, Glöckner FO, Raes N, Sandionigi A, Santamaria M, Addink W, Vohradsky J, Nunes-Jorge A, Willassen NP, Lanfear J. Recommendations for connecting molecular sequence and biodiversity research infrastructures through ELIXIR. F1000Res 2022; 10. [PMID: 35999898 PMCID: PMC9360911 DOI: 10.12688/f1000research.73825.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/27/2022] [Indexed: 12/03/2022] Open
Abstract
Threats to global biodiversity are increasingly recognised by scientists and the public as a critical challenge. Molecular sequencing technologies offer means to catalogue, explore, and monitor the richness and biogeography of life on Earth. However, exploiting their full potential requires tools that connect biodiversity infrastructures and resources. As a research infrastructure developing services and technical solutions that help integrate and coordinate life science resources across Europe, ELIXIR is a key player. To identify opportunities, highlight priorities, and aid strategic thinking, here we survey approaches by which molecular technologies help inform understanding of biodiversity. We detail example use cases to highlight how DNA sequencing is: resolving taxonomic issues; Increasing knowledge of marine biodiversity; helping understand how agriculture and biodiversity are critically linked; and playing an essential role in ecological studies. Together with examples of national biodiversity programmes, the use cases show where progress is being made but also highlight common challenges and opportunities for future enhancement of underlying technologies and services that connect molecular and wider biodiversity domains. Based on emerging themes, we propose key recommendations to guide future funding for biodiversity research: biodiversity and bioinformatic infrastructures need to collaborate closely and strategically; taxonomic efforts need to be aligned and harmonised across domains; metadata needs to be standardised and common data management approaches widely adopted; current approaches need to be scaled up dramatically to address the anticipated explosion of molecular data; bioinformatics support for biodiversity research needs to be enabled and sustained; training for end users of biodiversity research infrastructures needs to be prioritised; and community initiatives need to be proactive and focused on enabling solutions. For sequencing data to deliver their full potential they must be connected to knowledge: together, molecular sequence data collection initiatives and biodiversity research infrastructures can advance global efforts to prevent further decline of Earth’s biodiversity.
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Affiliation(s)
- Robert M. Waterhouse
- Department of Ecology and Evolution and Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Vaud, 1015, Switzerland
| | | | | | - Petr Baldrian
- Institute of Microbiology of the Czech Academy of Sciences, Praha, 142 20, Czech Republic
| | - Bachir Balech
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari, 70126, Italy
| | - Erwan Corre
- CNRS/Sorbonne Université, Station Biologique de Roscoff, Roscoff, 29680, France
| | | | - Henrik Lantz
- Department of Medical Biochemistry and Microbiology/NBIS, Uppsala University, Uppsala, Sweden
| | - Graziano Pesole
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari, 70126, Italy
- Department of Biosciences. Biotechnology and Biopharmaceutics, University of Bari “A. Moro”, Bari, 70126, Italy
| | - Christian Quast
- Life Sciences & Chemistry, Jacobs University Bremen gGmbH, Bremen, Germany
| | - Frank Oliver Glöckner
- MARUM - Center for Marine Environmental Sciences, University of Bremen, Bremerhaven, 27570, Germany
- Alfred Wegener Institute, Helmholtz Center for Polar- and Marine Research, Bremerhaven, 27570, Germany
| | - Niels Raes
- NLBIF - Netherlands Biodiversity Information Facility, Naturalis Biodiversity Center, Leiden, 2300 RA, The Netherlands
| | | | - Monica Santamaria
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari, 70126, Italy
| | - Wouter Addink
- DiSSCo - Distributed System of Scientific Collections, Naturalis Biodiversity Center, Leiden, 2300 RA, The Netherlands
| | - Jiri Vohradsky
- Laboratory of Bioinformatics, Institute of Microbiology, Prague, 142 20, Czech Republic
| | | | | | - Jerry Lanfear
- ELIXIR Hub, Wellcome Genome Campus, Cambridge, CB10 1SD, UK
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Meyer F, Fritz A, Deng ZL, Koslicki D, Lesker TR, Gurevich A, Robertson G, Alser M, Antipov D, Beghini F, Bertrand D, Brito JJ, Brown CT, Buchmann J, Buluç A, Chen B, Chikhi R, Clausen PTLC, Cristian A, Dabrowski PW, Darling AE, Egan R, Eskin E, Georganas E, Goltsman E, Gray MA, Hansen LH, Hofmeyr S, Huang P, Irber L, Jia H, Jørgensen TS, Kieser SD, Klemetsen T, Kola A, Kolmogorov M, Korobeynikov A, Kwan J, LaPierre N, Lemaitre C, Li C, Limasset A, Malcher-Miranda F, Mangul S, Marcelino VR, Marchet C, Marijon P, Meleshko D, Mende DR, Milanese A, Nagarajan N, Nissen J, Nurk S, Oliker L, Paoli L, Peterlongo P, Piro VC, Porter JS, Rasmussen S, Rees ER, Reinert K, Renard B, Robertsen EM, Rosen GL, Ruscheweyh HJ, Sarwal V, Segata N, Seiler E, Shi L, Sun F, Sunagawa S, Sørensen SJ, Thomas A, Tong C, Trajkovski M, Tremblay J, Uritskiy G, Vicedomini R, Wang Z, Wang Z, Wang Z, Warren A, Willassen NP, Yelick K, You R, Zeller G, Zhao Z, Zhu S, Zhu J, Garrido-Oter R, Gastmeier P, Hacquard S, Häußler S, Khaledi A, Maechler F, Mesny F, Radutoiu S, Schulze-Lefert P, Smit N, Strowig T, Bremges A, Sczyrba A, McHardy AC. Critical Assessment of Metagenome Interpretation: the second round of challenges. Nat Methods 2022; 19:429-440. [PMID: 35396482 PMCID: PMC9007738 DOI: 10.1038/s41592-022-01431-4] [Citation(s) in RCA: 89] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 02/14/2022] [Indexed: 12/20/2022]
Abstract
Evaluating metagenomic software is key for optimizing metagenome interpretation and focus of the Initiative for the Critical Assessment of Metagenome Interpretation (CAMI). The CAMI II challenge engaged the community to assess methods on realistic and complex datasets with long- and short-read sequences, created computationally from around 1,700 new and known genomes, as well as 600 new plasmids and viruses. Here we analyze 5,002 results by 76 program versions. Substantial improvements were seen in assembly, some due to long-read data. Related strains still were challenging for assembly and genome recovery through binning, as was assembly quality for the latter. Profilers markedly matured, with taxon profilers and binners excelling at higher bacterial ranks, but underperforming for viruses and Archaea. Clinical pathogen detection results revealed a need to improve reproducibility. Runtime and memory usage analyses identified efficient programs, including top performers with other metrics. The results identify challenges and guide researchers in selecting methods for analyses. This study presents the results of the second round of the Critical Assessment of Metagenome Interpretation challenges (CAMI II), which is a community-driven effort for comprehensively benchmarking tools for metagenomics data analysis.
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Affiliation(s)
- Fernando Meyer
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany.,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany
| | - Adrian Fritz
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany.,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.,German Center for Infection Research (DZIF), Hannover-Braunschweig Site, Braunschweig, Germany
| | - Zhi-Luo Deng
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany.,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany
| | | | - Till Robin Lesker
- German Center for Infection Research (DZIF), Hannover-Braunschweig Site, Braunschweig, Germany.,Helmholtz Centre for Infection Research, Braunschweig, Germany
| | | | - Gary Robertson
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany.,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany
| | - Mohammed Alser
- Department of Information Technology and Electrical Engineering, ETH Zürich, Zurich, Switzerland
| | - Dmitry Antipov
- Center for Algorithmic Biotechnology, Saint Petersburg State University, Saint Petersburg, Russia
| | | | | | | | | | - Jan Buchmann
- Institute for Biological Data Science, Heinrich-Heine-University, Düsseldorf, Germany
| | - Aydin Buluç
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,University of California, Berkeley, Berkeley, CA, USA
| | - Bo Chen
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,University of California, Berkeley, Berkeley, CA, USA
| | | | - Philip T L C Clausen
- National Food Institute, Division of Global Surveillance, Technical University of Denmark, Lyngby, Denmark
| | - Alexandru Cristian
- Drexel University, Philadelphia, PA, USA.,Google Inc., Philadelphia, PA, USA
| | - Piotr Wojciech Dabrowski
- Robert Koch-Institut, Berlin, Germany.,Hochschule für Technik und Wirtschaft Berlin, Berlin, Germany
| | | | - Rob Egan
- DOE Joint Genome Institute, Berkeley, CA, USA.,Lawrence Berkeley National Laboratories, Berkeley, CA, USA
| | - Eleazar Eskin
- University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Eugene Goltsman
- DOE Joint Genome Institute, Berkeley, CA, USA.,Lawrence Berkeley National Laboratories, Berkeley, CA, USA
| | - Melissa A Gray
- Drexel University, Philadelphia, PA, USA.,Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Philadelphia, PA, USA
| | - Lars Hestbjerg Hansen
- University of Copenhagen, Department of Plant and Environmental Science, Frederiksberg, Denmark
| | - Steven Hofmeyr
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,University of California, Berkeley, Berkeley, CA, USA
| | - Pingqin Huang
- School of Computer Science, Fudan University, Shanghai, China
| | - Luiz Irber
- University of California, Davis, Davis, CA, USA
| | - Huijue Jia
- BGI-Shenzhen, Shenzhen, China.,Shenzhen Key Laboratory of Human Commensal Microorganisms and Health Research, BGI-Shenzhen, Shenzhen, China
| | - Tue Sparholt Jørgensen
- Technical University of Denmark, Novo Nordisk Foundation Center for Biosustainability, Lyngby, Denmark.,Aarhus University, Department of Environmental Science, Roskilde, Denmark
| | - Silas D Kieser
- Department of Cell Physiology and Metabolism, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Swiss Institute of Bioinformatics, Geneva, Switzerland
| | | | - Axel Kola
- Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Mikhail Kolmogorov
- Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA
| | - Anton Korobeynikov
- Center for Algorithmic Biotechnology, Saint Petersburg State University, Saint Petersburg, Russia.,Department of Statistical Modelling, Saint Petersburg State University, Saint Petersburg, Russia
| | - Jason Kwan
- University of Wisconsin-Madison, Madison, WI, USA
| | | | | | - Chenhao Li
- Genome Institute of Singapore, Singapore, Singapore
| | | | - Fabio Malcher-Miranda
- Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Potsdam, Germany
| | | | - Vanessa R Marcelino
- Sydney Medical School, The University of Sydney, Sydney, Australia.,Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, Australia
| | | | - Pierre Marijon
- Department of Computer Science, Inria, University of Lille, CNRS, Lille, France
| | - Dmitry Meleshko
- Center for Algorithmic Biotechnology, Saint Petersburg State University, Saint Petersburg, Russia
| | - Daniel R Mende
- Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Alessio Milanese
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich, Switzerland.,Structural and Computational Biology Unit, EMBL, Heidelberg, Germany
| | - Niranjan Nagarajan
- Genome Institute of Singapore, A*STAR, Singapore, Singapore.,National University of Singapore, Singapore, Singapore
| | | | - Sergey Nurk
- Genome Informatics Section, Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Leonid Oliker
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,University of California, Berkeley, Berkeley, CA, USA
| | - Lucas Paoli
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich, Switzerland
| | | | - Vitor C Piro
- Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Potsdam, Germany
| | | | - Simon Rasmussen
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Evan R Rees
- University of Wisconsin-Madison, Madison, WI, USA
| | - Knut Reinert
- Institute for Bioinformatics, FU Berlin, Berlin, Germany
| | - Bernhard Renard
- Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Potsdam, Germany.,Bioinformatics Unit (MF1), Robert Koch Institute, Berlin, Germany
| | | | - Gail L Rosen
- Drexel University, Philadelphia, PA, USA.,Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Philadelphia, PA, USA.,Center for Biological Discovery from Big Data, Philadelphia, PA, USA
| | - Hans-Joachim Ruscheweyh
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich, Switzerland
| | - Varuni Sarwal
- University of California, Los Angeles, Los Angeles, CA, USA
| | - Nicola Segata
- Department CIBIO, University of Trento, Trento, Italy
| | - Enrico Seiler
- Institute for Bioinformatics, FU Berlin, Berlin, Germany
| | - Lizhen Shi
- Florida Polytechnic University, Lakeland, FL, USA
| | - Fengzhu Sun
- Quantitative and Computational Biology Department, University of Southern California, Los Angeles, CA, USA
| | - Shinichi Sunagawa
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich, Switzerland
| | | | - Ashleigh Thomas
- DOE Joint Genome Institute, Berkeley, CA, USA.,University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Mirko Trajkovski
- Department of Cell Physiology and Metabolism, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Diabetes Center, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Julien Tremblay
- Energy, Mining and Environment, National Research Council Canada, Montreal, Quebec, Canada
| | | | | | - Zhengyang Wang
- School of Computer Science, Fudan University, Shanghai, China
| | - Ziye Wang
- School of Mathematical Sciences, Fudan University, Shanghai, China
| | - Zhong Wang
- Department of Energy Joint Genome Institute, Berkeley, CA, USA.,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,School of Natural Sciences, University of California at Merced, Merced, CA, USA
| | | | | | - Katherine Yelick
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA.,University of California, Berkeley, Berkeley, CA, USA
| | - Ronghui You
- School of Computer Science, Fudan University, Shanghai, China
| | - Georg Zeller
- Structural and Computational Biology Unit, EMBL, Heidelberg, Germany
| | | | - Shanfeng Zhu
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.,Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
| | - Jie Zhu
- BGI-Shenzhen, Shenzhen, China.,Shenzhen Key Laboratory of Human Commensal Microorganisms and Health Research, BGI-Shenzhen, Shenzhen, China
| | | | | | | | - Susanne Häußler
- Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Ariane Khaledi
- Helmholtz Centre for Infection Research, Braunschweig, Germany
| | | | - Fantin Mesny
- Max Planck Institute for Plant Breeding Research, Köln, Germany
| | | | | | - Nathiana Smit
- Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Till Strowig
- Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Andreas Bremges
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany.,German Center for Infection Research (DZIF), Hannover-Braunschweig Site, Braunschweig, Germany
| | - Alexander Sczyrba
- Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Alice Carolyn McHardy
- Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany. .,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany. .,German Center for Infection Research (DZIF), Hannover-Braunschweig Site, Braunschweig, Germany. .,Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover, Germany.
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Maharajan AD, Hjerde E, Hansen H, Willassen NP. Quorum Sensing Controls the CRISPR and Type VI Secretion Systems in Aliivibrio wodanis 06/09/139. Front Vet Sci 2022; 9:799414. [PMID: 35211539 PMCID: PMC8861277 DOI: 10.3389/fvets.2022.799414] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/12/2022] [Indexed: 12/26/2022] Open
Abstract
For bacteria to thrive in an environment with competitors, phages and environmental cues, they use different strategies, including Type VI Secretion Systems (T6SSs) and Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) to compete for space. Bacteria often use quorum sensing (QS), to coordinate their behavior as the cell density increases. Like other aliivibrios, Aliivibrio wodanis 06/09/139 harbors two QS systems, the main LuxS/LuxPQ system and an N-acyl homoserine lactone (AHL)-mediated AinS/AinR system and a master QS regulator, LitR. To explore the QS and survival strategies, we performed genome analysis and gene expression profiling on A. wodanis and two QS mutants (ΔainS and ΔlitR) at two cell densities (OD600 2.0 and 6.0) and temperatures (6 and 12°C). Genome analysis of A. wodanis revealed two CRISPR systems, one without a cas loci (CRISPR system 1) and a type I-F CRISPR system (CRISPR system 2). Our analysis also identified three main T6SS clusters (T6SS1, T6SS2, and T6SS3) and four auxiliary clusters, as well about 80 potential Type VI secretion effectors (T6SEs). When comparing the wildtype transcriptome data at different cell densities and temperatures, 13–18% of the genes were differentially expressed. The CRISPR system 2 was cell density and temperature-independent, whereas the CRISPR system 1 was temperature-dependent and cell density-independent. The primary and auxiliary clusters of T6SSs were both cell density and temperature-dependent. In the ΔlitR and ΔainS mutants, several CRISPR and T6SS related genes were differentially expressed. Deletion of litR resulted in decreased expression of CRISPR system 1 and increased expression of CRISPR system 2. The T6SS1 and T6SS2 gene clusters were less expressed while the T6SS3 cluster was highly expressed in ΔlitR. Moreover, in ΔlitR, the hcp1 gene was strongly activated at 6°C compared to 12°C. AinS positively affected the csy genes in the CRISPR system 2 but did not affect the CRISPR arrays. Although AinS did not significantly affect the expression of T6SSs, the hallmark genes of T6SS (hcp and vgrG) were AinS-dependent. The work demonstrates that T6SSs and CRISPR systems in A. wodanis are QS dependent and may play an essential role in survival in its natural environment.
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Affiliation(s)
- Amudha Deepalakshmi Maharajan
- Norwegian Structural Biology Center and Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
- *Correspondence: Amudha Deepalakshmi Maharajan
| | - Erik Hjerde
- Norwegian Structural Biology Center and Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Hilde Hansen
- Norwegian Structural Biology Center and Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Nils Peder Willassen
- Norwegian Structural Biology Center and Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway
- Nils Peder Willassen
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Maharajan AD, Hansen H, Khider M, Willassen NP. Quorum sensing in Aliivibrio wodanis 06/09/139 and its role in controlling various phenotypic traits. PeerJ 2021; 9:e11980. [PMID: 34513327 PMCID: PMC8395575 DOI: 10.7717/peerj.11980] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/25/2021] [Indexed: 11/20/2022] Open
Abstract
Background Quorum Sensing (QS) is a cell-to-cell communication system that bacteria utilize to adapt to the external environment by synthesizing and responding to signalling molecules called autoinducers. The psychrotrophic bacterium Aliivibrio wodanis 06/09/139, originally isolated from a winter ulcer of a reared Atlantic salmon, produces the autoinducer N-3-hydroxy-decanoyl-homoserine-lactone (3OHC10-HSL) and encodes the QS systems AinS/R and LuxS/PQ, and the master regulator LitR. However, the role of QS in this bacterium has not been investigated yet. Results In the present work we show that 3OHC10-HSL production is cell density and temperature-dependent in A. wodanis 06/09/139 with the highest production occurring at a low temperature (6 °C). Gene inactivation demonstrates that AinS is responsible for 3OHC10-HSL production and positively regulated by LitR. Inactivation of ainS and litR further show that QS is involved in the regulation of growth, motility, hemolysis, protease activity and siderophore production. Of these QS regulated activities, only the protease activity was found to be independent of LitR. Lastly, supernatants harvested from the wild type and the ΔainS and ΔlitR mutants at high cell densities show that inactivation of QS leads to a decreased cytopathogenic effect (CPE) in a cell culture assay, and strongest attenuation of the CPE was observed with supernatants harvested from the ΔlitR mutant. Conclusion A. wodanis 06/09/139 use QS to regulate a number of activities that may prove important for host colonization or interactions. The temperature of 6 °C that is in the temperature range at which winter ulcer occurs, plays a role in AHL production and development of CPE on a Chinook Salmon Embryo (CHSE) cell line.
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Affiliation(s)
- Amudha Deepalakshmi Maharajan
- Norwegian Structural Biology Center and The Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Hilde Hansen
- Norwegian Structural Biology Center and The Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Miriam Khider
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Nils Peder Willassen
- Norwegian Structural Biology Center and The Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway.,Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
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5
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Klemetsen T, Willassen NP, Karlsen CR. Full-length 16S rRNA gene classification of Atlantic salmon bacteria and effects of using different 16S variable regions on community structure analysis. Microbiologyopen 2019; 8:e898. [PMID: 31271529 PMCID: PMC6813439 DOI: 10.1002/mbo3.898] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 06/07/2019] [Accepted: 06/10/2019] [Indexed: 12/12/2022] Open
Abstract
Understanding fish-microbial relationships may be of great value for fish producers as fish growth, development and welfare are influenced by the microbial community associated with the rearing systems and fish surfaces. Accurate methods to generate and analyze these microbial communities would be an important tool to help improve understanding of microbial effects in the industry. In this study, we performed taxonomic classification and determination of operational taxonomic units on Atlantic salmon microbiota by taking advantage of full-length 16S rRNA gene sequences. Skin mucus was dominated by the genera Flavobacterium and Psychrobacter. Intestinal samples were dominated by the genera Carnobacterium, Aeromonas, Mycoplasma and by sequences assigned to the order Clostridiales. Applying Sanger sequencing on the full-length bacterial 16S rRNA gene from the pool of 46 isolates obtained in this study showed a clear assignment of the PacBio full-length bacterial 16S rRNA gene sequences down to the genus level. One of the bottlenecks in comparing microbial profiles is that different studies use different 16S rRNA gene regions. Comparisons of sequence assignments between full-length and in silico derived variable 16S rRNA gene regions showed different microbial profiles with variable effects between phylogenetic groups and taxonomic ranks.
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Affiliation(s)
- Terje Klemetsen
- Department of Chemistry, Center for Bioinformatics, UiT The Arctic University of Norway, Tromsø, Norway
| | - Nils Peder Willassen
- Department of Chemistry, Center for Bioinformatics, UiT The Arctic University of Norway, Tromsø, Norway
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Khider M, Hansen H, Hjerde E, Johansen JA, Willassen NP. Exploring the transcriptome of luxI- and ΔainS mutants and the impact of N-3-oxo-hexanoyl-L- and N-3-hydroxy-decanoyl-L-homoserine lactones on biofilm formation in Aliivibrio salmonicida. PeerJ 2019; 7:e6845. [PMID: 31106062 PMCID: PMC6499059 DOI: 10.7717/peerj.6845] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 03/18/2019] [Indexed: 01/12/2023] Open
Abstract
Background Bacterial communication through quorum sensing (QS) systems has been reported to be important in coordinating several traits such as biofilm formation. In Aliivibrio salmonicida two QS systems the LuxI/R and AinS/R, have been shown to be responsible for the production of eight acyl-homoserine lactones (AHLs) in a cell density dependent manner. We have previously demonstrated that inactivation of LitR, the master regulator of the QS system resulted in biofilm formation, similar to the biofilm formed by the AHL deficient mutant ΔainSluxI−. In this study, we aimed to investigate the global gene expression patterns of luxI and ainS autoinducer synthases mutants using transcriptomic profiling. In addition, we examined the influence of the different AHLs on biofilm formation. Results The transcriptome profiling of ΔainS and luxI− mutants allowed us to identify genes and gene clusters regulated by QS in A. salmonicida. Relative to the wild type, the ΔainS and luxI− mutants revealed 29 and 500 differentially expressed genes (DEGs), respectively. The functional analysis demonstrated that the most pronounced DEGs were involved in bacterial motility and chemotaxis, exopolysaccharide production, and surface structures related to adhesion. Inactivation of luxI, but not ainS genes resulted in wrinkled colony morphology. While inactivation of both genes (ΔainSluxI−) resulted in strains able to form wrinkled colonies and mushroom structured biofilm. Moreover, when the ΔainSluxI− mutant was supplemented with N-3-oxo-hexanoyl-L-homoserine lactone (3OC6-HSL) or N-3-hydroxy-decanoyl-L-homoserine lactone (3OHC10-HSL), the biofilm did not develop. We also show that LuxI is needed for motility and for repression of EPS production, where repression of EPS is likely operated through the RpoQ-sigma factor. Conclusion These findings imply that the LuxI and AinS autoinducer synthases play a critical role in the regulation of biofilm formation, EPS production, and motility.
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Affiliation(s)
- Miriam Khider
- Norwegian Structural Biology Centre, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Hilde Hansen
- Norwegian Structural Biology Centre, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Erik Hjerde
- Norwegian Structural Biology Centre, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway.,Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Jostein A Johansen
- Norwegian Structural Biology Centre, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Nils Peder Willassen
- Norwegian Structural Biology Centre, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway.,Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT-The Arctic University of Norway, Tromsø, Norway
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7
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Khider M, Hjerde E, Hansen H, Willassen NP. Differential expression profiling of ΔlitR and ΔrpoQ mutants reveals insight into QS regulation of motility, adhesion and biofilm formation in Aliivibrio salmonicida. BMC Genomics 2019; 20:220. [PMID: 30876404 PMCID: PMC6420764 DOI: 10.1186/s12864-019-5594-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 03/11/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The coordination of group behaviors in bacteria is achieved by a cell-cell signaling process called quorum sensing (QS). QS is an intercellular communication system, which synchronously controls expression of a vast range of genes in response to changes in cell density and is mediated by autoinducers that act as extracellular signals. Aliivibrio salmonicida, the causative agent of cold-water vibrosis in marine aquacultures, uses QS to regulate several activities such as motility, biofilm formation, adhesion and rugose colony morphology. However, little is known about either genes or detailed mechanisms involved in the regulation of these phenotypes. RESULTS Differential expression profiling allowed us to define the genes involved in controlling phenotypes related to QS in A. salmonicida LFI1238. RNA sequencing data revealed that the number of expressed genes in A. salmonicida, ΔlitR and ΔrpoQ mutants were significantly altered due to changes in cell density. These included genes that were distributed among the 21 functional groups, mainly presented in cell envelope, cell processes, extrachromosomal/foreign DNA and transport-binding proteins functional groups. The comparative transcriptome of A. salmonicida wild-type at high cell density relative to low cell density revealed 1013 genes to be either up- or downregulated. Thirty-six downregulated genes were gene clusters encoding biosynthesis of the flagellar and chemotaxis genes. Additionally we identified significant expression for genes involved in acyl homoserine lactone (AHL) synthesis, adhesion and early colonization. The transcriptome profile of ΔrpoQ compared to the wild-type revealed 384 differensially expressed genes (DEGs) that allowed us to assign genes involved in regulating motility, adhesion and colony rugosity. Indicating the importance of RpoQ in controlling several QS related activities. Furthermore, the comparison of the transcriptome profiles of ΔlitR and ΔrpoQ mutants, exposed numerous overlapping DEGs that were essential for motility, exopolysaccharide production via syp operon and genes associated with tad operon. CONCLUSION Our findings indicate previously unexplained functional roles for LitR and RpoQ in regulation of different phenotypes related to QS. Our transcriptome data provide a better understanding of the regulation cascade of motility, wrinkling colony morphology and biofilm formation and will offer a major source for further research and analysis on this important field.
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Affiliation(s)
- Miriam Khider
- Norwegian Structural Biology Centre, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Erik Hjerde
- Norwegian Structural Biology Centre, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway.,Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway
| | - Hilde Hansen
- Norwegian Structural Biology Centre, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway
| | - Nils Peder Willassen
- Norwegian Structural Biology Centre, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway. .,Centre for Bioinformatics, Department of Chemistry, Faculty of Science and Technology, UiT - The Arctic University of Norway, N-9037, Tromsø, Norway.
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8
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Tekle KM, Gundersen S, Klepper K, Bongo LA, Raknes IA, Li X, Zhang W, Andreetta C, Mulugeta TD, Kalaš M, Rye MB, Hjerde E, Antony Samy JK, Fornous G, Azab A, Våge DI, Hovig E, Willassen NP, Drabløs F, Nygård S, Petersen K, Jonassen I. Norwegian e-Infrastructure for Life Sciences (NeLS). F1000Res 2018; 7:ELIXIR-968. [PMID: 30271575 PMCID: PMC6137412 DOI: 10.12688/f1000research.15119.1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/13/2018] [Indexed: 12/26/2022] Open
Abstract
The Norwegian e-Infrastructure for Life Sciences (NeLS) has been developed by ELIXIR Norway to provide its users with a system enabling data storage, sharing, and analysis in a project-oriented fashion. The system is available through easy-to-use web interfaces, including the Galaxy workbench for data analysis and workflow execution. Users confident with a command-line interface and programming may also access it through Secure Shell (SSH) and application programming interfaces (APIs). NeLS has been in production since 2015, with training and support provided by the help desk of ELIXIR Norway. Through collaboration with NorSeq, the national consortium for high-throughput sequencing, an integrated service is offered so that sequencing data generated in a research project is provided to the involved researchers through NeLS. Sensitive data, such as individual genomic sequencing data, are handled using the TSD (Services for Sensitive Data) platform provided by Sigma2 and the University of Oslo. NeLS integrates national e-infrastructure storage and computing resources, and is also integrated with the SEEK platform in order to store large data files produced by experiments described in SEEK. In this article, we outline the architecture of NeLS and discuss possible directions for further development.
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Affiliation(s)
- Kidane M. Tekle
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | | | - Kjetil Klepper
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Lars Ailo Bongo
- University of Tromsø - The Arctic University of Norway, Tromsø, Norway
| | | | - Xiaxi Li
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Wei Zhang
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Christian Andreetta
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Teshome Dagne Mulugeta
- Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Matúš Kalaš
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Morten B. Rye
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Erik Hjerde
- University of Tromsø - The Arctic University of Norway, Tromsø, Norway
| | - Jeevan Karloss Antony Samy
- Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | | | | | - Dag Inge Våge
- Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | | | | | - Finn Drabløs
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Kjell Petersen
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Inge Jonassen
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
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9
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Ten Hoopen P, Finn RD, Bongo LA, Corre E, Fosso B, Meyer F, Mitchell A, Pelletier E, Pesole G, Santamaria M, Willassen NP, Cochrane G. The metagenomic data life-cycle: standards and best practices. Gigascience 2018. [PMID: 28637310 PMCID: PMC5737865 DOI: 10.1093/gigascience/gix047] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Metagenomics data analyses from independent studies can only be compared if the analysis workflows are described in a harmonized way. In this overview, we have mapped the landscape of data standards available for the description of essential steps in metagenomics: (i) material sampling, (ii) material sequencing, (iii) data analysis, and (iv) data archiving and publishing. Taking examples from marine research, we summarize essential variables used to describe material sampling processes and sequencing procedures in a metagenomics experiment. These aspects of metagenomics dataset generation have been to some extent addressed by the scientific community, but greater awareness and adoption is still needed. We emphasize the lack of standards relating to reporting how metagenomics datasets are analysed and how the metagenomics data analysis outputs should be archived and published. We propose best practice as a foundation for a community standard to enable reproducibility and better sharing of metagenomics datasets, leading ultimately to greater metagenomics data reuse and repurposing.
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Affiliation(s)
- Petra Ten Hoopen
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom
| | - Robert D Finn
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom
| | | | - Erwan Corre
- CNRS-UPMC, FR 2424, Station Biologique, Roscoff 29680, France
| | - Bruno Fosso
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari 70126, Italy
| | - Folker Meyer
- Argonne National Laboratory, Argonne IL 60439, USA
| | - Alex Mitchell
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom
| | - Eric Pelletier
- Genoscope, CEA, Évry 91000, France.,CNRS/UMR-8030, Évry 91000, France.,Université Évry val d'Essonne, Évry 91000, France
| | - Graziano Pesole
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari 70126, Italy.,Department of Biosciences, Biotechnologies and Biopharmaceutics, University of Bari "A. Moro," Bari 70126, Italy
| | - Monica Santamaria
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari 70126, Italy
| | | | - Guy Cochrane
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom
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10
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Karlsen C, Hjerde E, Klemetsen T, Willassen NP. Pan genome and CRISPR analyses of the bacterial fish pathogen Moritella viscosa. BMC Genomics 2017; 18:313. [PMID: 28427330 PMCID: PMC5399434 DOI: 10.1186/s12864-017-3693-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 04/06/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Winter-ulcer Moritella viscosa infections continue to be a significant burden in Atlantic salmon (Salmo salar L.) farming. M. viscosa comprises two main clusters that differ in genetic variation and phenotypes including virulence. Horizontal gene transfer through acquisition and loss of mobile genetic elements (MGEs) is a major driving force of bacterial diversification. To gain insight into genomic traits that could affect sublineage evolution within this bacterium we examined the genome sequences of twelve M. viscosa strains. Matches between M. viscosa clustered, regularly interspaced, short palindromic, repeats and associated cas genes (CRISPR-Cas) were analysed to correlate CRISPR-Cas with adaptive immunity against MGEs. RESULTS The comparative genomic analysis of M. viscosa isolates from across the North Atlantic region and from different fish species support delineation of M. viscosa into four phylogenetic lineages. The results showed that M. viscosa carries two distinct variants of the CRISPR-Cas subtype I-F systems and that CRISPR features follow the phylogenetic lineages. A subset of the spacer content match prophage and plasmid genes dispersed among the M. viscosa strains. Further analysis revealed that prophage and plasmid-like element distribution were reflected in the content of the CRISPR-spacer profiles. CONCLUSIONS Our data suggests that CRISPR-Cas mediated interactions with MGEs impact genome properties among M. viscosa, and that patterns in spacer and MGE distributions are linked to strain relationships.
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Affiliation(s)
- Christian Karlsen
- Department of Food Safety and Infection Biology, Norwegian University of Life Sciences (NMBU), Pb 8146 Dep., 0033, Oslo, Norway. .,Present address: Nofima AS, Division of Aquaculture, PO Box 210, Ås, N-1431, Norway.
| | - Erik Hjerde
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, N-9037, Tromsø, Norway
| | - Terje Klemetsen
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, N-9037, Tromsø, Norway
| | - Nils Peder Willassen
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, N-9037, Tromsø, Norway.,The Norwegian Structural Biology Centre, University of Tromsø, N-9037, Tromsø, Norway
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11
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Robertsen EM, Denise H, Mitchell A, Finn RD, Bongo LA, Willassen NP. ELIXIR pilot action: Marine metagenomics - towards a domain specific set of sustainable services. F1000Res 2017; 6. [PMID: 28620454 PMCID: PMC5461914 DOI: 10.12688/f1000research.10443.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/16/2016] [Indexed: 02/01/2023] Open
Abstract
Metagenomics, the study of genetic material recovered directly from environmental samples, has the potential to provide insight into the structure and function of heterogeneous microbial communities. There has been an increased use of metagenomics to discover and understand the diverse biosynthetic capacities of marine microbes, thereby allowing them to be exploited for industrial, food, and health care products. This ELIXIR pilot action was motivated by the need to establish dedicated data resources and harmonized metagenomics pipelines for the marine domain, in order to enhance the exploration and exploitation of marine genetic resources. In this paper, we summarize some of the results from the ELIXIR pilot action "Marine metagenomics - towards user centric services".
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Affiliation(s)
- Espen Mikal Robertsen
- Center for Bioinformatics (SfB), UiT The Arctic University of Norway Bioinformatics, Tromsø, Norway
| | - Hubert Denise
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge, UK
| | - Alex Mitchell
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge, UK
| | - Robert D Finn
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge, UK
| | - Lars Ailo Bongo
- Center for Bioinformatics (SfB), UiT The Arctic University of Norway Bioinformatics, Tromsø, Norway
| | - Nils Peder Willassen
- Center for Bioinformatics (SfB), UiT The Arctic University of Norway Bioinformatics, Tromsø, Norway
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12
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De Santi C, Willassen NP, Williamson A. Biochemical Characterization of a Family 15 Carbohydrate Esterase from a Bacterial Marine Arctic Metagenome. PLoS One 2016; 11:e0159345. [PMID: 27433797 PMCID: PMC4951047 DOI: 10.1371/journal.pone.0159345] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 06/30/2016] [Indexed: 12/20/2022] Open
Abstract
Background The glucuronoyl esterase enzymes of wood-degrading fungi (Carbohydrate Esterase family 15; CE15) form part of the hemicellulolytic and cellulolytic enzyme systems that break down plant biomass, and have possible applications in biotechnology. Homologous enzymes are predicted in the genomes of several bacteria, however these have been much less studied than their fungal counterparts. Here we describe the recombinant production and biochemical characterization of a bacterial CE15 enzyme denoted MZ0003, which was identified by in silico screening of a prokaryotic metagenome library derived from marine Arctic sediment. MZ0003 has high similarity to several uncharacterized gene products of polysaccharide-degrading bacterial species, and phylogenetic analysis indicates a deep evolutionary split between these CE15s and fungal homologs. Results MZ0003 appears to differ from previously-studied CE15s in some aspects. Some glucuronoyl esterase activity could be measured by qualitative thin-layer chromatography which confirms its assignment as a CE15, however MZ0003 can also hydrolyze a range of other esters, including p-nitrophenyl acetate, which is not acted upon by some fungal homologs. The structure of MZ0003 also appears to differ as it is predicted to have several large loop regions that are absent in previously studied CE15s, and a combination of homology-based modelling and site-directed mutagenesis indicate its catalytic residues deviate from the conserved Ser-His-Glu triad of many fungal CE15s. Taken together, these results indicate that potentially unexplored diversity exists among bacterial CE15s, and this may be accessed by investigation of the microbial metagenome. The combination of low activity on typical glucuronoyl esterase substrates, and the lack of glucuronic acid esters in the marine environment suggest that the physiological substrate of MZ0003 and its homologs is likely to be different from that of related fungal enzymes.
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Affiliation(s)
- Concetta De Santi
- The Norwegian Structural Biology Centre, Department of Chemistry, UiT—The Arctic University of Norway, Tromsø, Norway
| | - Nils Peder Willassen
- The Norwegian Structural Biology Centre, Department of Chemistry, UiT—The Arctic University of Norway, Tromsø, Norway
| | - Adele Williamson
- The Norwegian Structural Biology Centre, Department of Chemistry, UiT—The Arctic University of Norway, Tromsø, Norway
- * E-mail:
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13
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Abstract
Surface-active compounds (SACs) are widely used in different industries as well as in many daily consumption products. However, with the increasing concern for their environmental acceptability, attention has turned towards biological SACs which are biodegradable, less toxic and more environmentally friendly. In this work, 176 marine hydrocarbon-degrading bacterial isolates from petroleum-contaminated sites along the Norwegian coastline were isolated and screened for their capacity to produce biological SACs. Among them, 18 isolates were capable of reducing the surface tension of the culture medium by at least 20 mN m(-1) and/or capable of maintaining more than 40% of the emulsion volume after 24 h when growing on glucose or kerosene as carbon and energy source. These isolates were members of the genera Pseudomonas, Pseudoalteromonas, Rhodococcus, Catenovulum, Cobetia, Glaciecola, Serratia, Marinomonas and Psychromonas. Two isolates, Rhodococcus sp. LF-13 and Rhodococcus sp. LF-22, reduced surface tension of culture medium by more than 40 mN m(-1) when growing on kerosene, n-hexadecane or rapeseed oil. The biosurfactants were produced by resting cells of the two Rhodococcus strains suggesting the biosynthesis of the biosurfactants was not necessarily associated with their growth on hydrocarbons.
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Affiliation(s)
- Nga Phuong Dang
- a Process and Environmental Technology , Norut Narvik, Narvik , Norway
| | - Bjarne Landfald
- b Norwegian College of Fishery Science , University of Tromsø , Tromsø , Norway
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14
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Hjerde E, Karlsen C, Sørum H, Parkhill J, Willassen NP, Thomson NR. Co-cultivation and transcriptome sequencing of two co-existing fish pathogens Moritella viscosa and Aliivibrio wodanis. BMC Genomics 2015; 16:447. [PMID: 26059548 PMCID: PMC4462113 DOI: 10.1186/s12864-015-1669-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 05/29/2015] [Indexed: 11/10/2022] Open
Abstract
Background Aliivibrio wodanis and Moritella viscosa have often been isolated concurrently from fish with winter-ulcer disease. Little is known about the interaction between the two bacterial species and how the presence of one bacterial species affects the behaviour of the other. Results The impact on bacterial growth in co-culture was investigated in vitro, and the presence of A. wodanis has an inhibitorial effect on M. viscosa. Further, we have sequenced the complete genomes of these two marine Gram-negative species, and have performed transcriptome analysis of the bacterial gene expression levels from in vivo samples. Using bacterial implants in the fish abdomen, we demonstrate that the presence of A. wodanis is altering the gene expression levels of M. viscosa compared to when the bacteria are implanted separately. Conclusions From expression profiling of the transcriptomes, it is evident that the presence of A. wodanis is altering the global gene expression of M. viscosa. Co-cultivation studies showed that A. wodanis is impeding the growth of M. viscosa, and that the inhibitorial effect is not contact-dependent. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1669-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Erik Hjerde
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, N-9037, Tromsø, Norway.
| | - Christian Karlsen
- Section of Microbiology, Immunology and Parasitology, Department of Food Safety and Infection Biology, Faculty of Veterinary Medicine and Biosciences, Norwegian University of Life Sciences, Ullevålsveien 72, Oslo, Norway.
| | - Henning Sørum
- Section of Microbiology, Immunology and Parasitology, Department of Food Safety and Infection Biology, Faculty of Veterinary Medicine and Biosciences, Norwegian University of Life Sciences, Ullevålsveien 72, Oslo, Norway.
| | - Julian Parkhill
- The Pathogen Sequencing Unit, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
| | - Nils Peder Willassen
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, N-9037, Tromsø, Norway. .,The Norwegian Structural Biology Centre, University of Tromsø, N-9037, Tromsø, Norway.
| | - Nicholas R Thomson
- The Pathogen Sequencing Unit, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
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15
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Hansen H, Purohit AA, Leiros HKS, Johansen JA, Kellermann SJ, Bjelland AM, Willassen NP. The autoinducer synthases LuxI and AinS are responsible for temperature-dependent AHL production in the fish pathogen Aliivibrio salmonicida. BMC Microbiol 2015; 15:69. [PMID: 25886758 PMCID: PMC4377199 DOI: 10.1186/s12866-015-0402-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 03/11/2015] [Indexed: 11/25/2022] Open
Abstract
Background Quorum sensing (QS) is a cell-to-cell communication system used by bacteria to regulate activities such as virulence, bioluminescence and biofilm formation. The most common QS signals in Gram-negative bacteria are N-acyl-homoserine lactones (AHLs). Aliivibrio salmonicida is the etiological agent of cold water vibriosis in Atlantic salmon, a disease which occurs mainly during seasons when the seawater is below 12°C. In this work we have constructed several mutants of A. salmonicida LFI1238 in order to study the LuxI/LuxR and AinS/AinR QS systems with respect to AHL production and biofilm formation. Results Using high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) we found that LuxI in A. salmonicida LFI1238 is responsible for producing seven of the different AHLs, whereas AinS is responsible for producing only one. The production of these various AHLs is dependent on both cell density and growth temperature. The AHLs were efficiently produced when wild type LFI1238 was grown at 6 or 12°C, however at 16°C AHL production decreased dramatically, and LFI1238 produced less than 5% of the maximum concentrations observed at 6°C. LitR, the master regulator of QS, was found to be a positive regulator of AinS-dependent AHL production, and to a lesser extent LuxI-dependent AHL production. This implies a connection between the two systems, and both systems were found to be involved in regulation of biofilm formation. Finally, inactivation of either luxR1 or luxR2 in the lux operon significantly reduced production of LuxI-produced AHLs. Conclusion LuxI and AinS are the autoinducer synthases responsible for the eight AHLs in A. salmonicida. AHL production is highly dependent on growth temperature, and a significant decrease was observed when the bacterium was grown at a temperature above its limit for disease outbreak. Numerous AHLs could offer the opportunity for fine-tuning responses to changes in the environment. Electronic supplementary material The online version of this article (doi:10.1186/s12866-015-0402-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Hilde Hansen
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Amit Anand Purohit
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Hanna-Kirsti S Leiros
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Jostein A Johansen
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Stefanie J Kellermann
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway. .,Current address: Department of Chemistry and Pharmacy, Institute of Biochemistry, University of Münster, Wilhelm-Klemm-Straße 2, 48149, Münster, Germany.
| | - Ane Mohn Bjelland
- Section for Microbiology, Immunology and Parasitology, Department of Food Safety and Infection Biology, Faculty of Veterinary Medicine and Biosciences, Norwegian University of Life Sciences, Akershus, Norway.
| | - Nils Peder Willassen
- Norwegian Structural Biology Centre and the Department of Chemistry, Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
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16
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Assefa NG, Niiranen L, Johnson KA, Leiros HKS, Smalås AO, Willassen NP, Moe E. Structural and biophysical analysis of interactions between cod and human uracil-DNA N-glycosylase (UNG) and UNG inhibitor (Ugi). Acta Crystallogr D Biol Crystallogr 2014; 70:2093-100. [PMID: 25084329 PMCID: PMC4118823 DOI: 10.1107/s1399004714011699] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Accepted: 05/20/2014] [Indexed: 12/01/2022]
Abstract
Uracil-DNA N-glycosylase from Atlantic cod (cUNG) shows cold-adapted features such as high catalytic efficiency, a low temperature optimum for activity and reduced thermal stability compared with its mesophilic homologue human UNG (hUNG). In order to understand the role of the enzyme-substrate interaction related to the cold-adapted properties, the structure of cUNG in complex with a bacteriophage encoded natural UNG inhibitor (Ugi) has been determined. The interaction has also been analyzed by isothermal titration calorimetry (ITC). The crystal structure of cUNG-Ugi was determined to a resolution of 1.9 Å with eight complexes in the asymmetric unit related through noncrystallographic symmetry. A comparison of the cUNG-Ugi complex with previously determined structures of UNG-Ugi shows that they are very similar, and confirmed the nucleotide-mimicking properties of Ugi. Biophysically, the interaction between cUNG and Ugi is very strong and shows a binding constant (Kb) which is one order of magnitude larger than that for hUNG-Ugi. The binding of both cUNG and hUNG to Ugi was shown to be favoured by both enthalpic and entropic forces; however, the binding of cUNG to Ugi is mainly dominated by enthalpy, while the entropic term is dominant for hUNG. The observed differences in the binding properties may be explained by an overall greater positive electrostatic surface potential in the protein-Ugi interface of cUNG and the slightly more hydrophobic surface of hUNG.
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Affiliation(s)
- Netsanet Gizaw Assefa
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
| | - Laila Niiranen
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
- Department of Biochemistry, University of Turku, FIN-20014 Turku, Finland
| | - Kenneth A. Johnson
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
| | | | - Arne Oskar Smalås
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
| | - Nils Peder Willassen
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
| | - Elin Moe
- Department of Chemistry/Norstruct, UiT The Arctic University of Norway, 9037 Tromsø, Norway
- Instituto de Tecnologia Quimica e Biologica (ITQB), Universidade Nova de Lisboa, Avenida da Republica (EAN), 2780-157 Oeiras, Portugal
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Bjerga GEK, Hjerde E, De Santi C, Williamson AK, Smalås AO, Willassen NP, Altermark B. High quality draft genome sequence of Streptomyces sp. strain AW19M42 isolated from a sea squirt in Northern Norway. Stand Genomic Sci 2014; 9:676-86. [PMID: 25197453 PMCID: PMC4148980 DOI: 10.4056/sigs.5038901] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Here we report the 8 Mb high quality draft genome of Streptomyces sp. strain AW19M42, together with specific properties of the organism and the generation, annotation and analysis of its genome sequence. The genome encodes 7,727 putative open reading frames, of which 6,400 could be assigned with COG categories. Also, 62 tRNA genes and 8 rRNA operons were identified. The genome harbors several gene clusters involved in the production of secondary metabolites. Functional screening of the isolate was positive for several enzymatic activities, and some candidate genes coding for those activities are listed in this report. We find that this isolate shows biotechnological potential and is an interesting target for bioprospecting.
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Affiliation(s)
- Gro Elin Kjæreng Bjerga
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
| | - Erik Hjerde
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
| | - Concetta De Santi
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway ; Institute of Protein Biochemistry, National Research Council, Naples, Italy
| | - Adele Kim Williamson
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
| | - Arne Oskar Smalås
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
| | - Nils Peder Willassen
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
| | - Bjørn Altermark
- Norstruct, Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Norway
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Purohit AA, Johansen JA, Hansen H, Leiros HKS, Kashulin A, Karlsen C, Smalås A, Haugen P, Willassen NP. Presence of acyl-homoserine lactones in 57 members of the Vibrionaceae family. J Appl Microbiol 2013; 115:835-47. [PMID: 23725044 PMCID: PMC3910146 DOI: 10.1111/jam.12264] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Revised: 05/10/2013] [Accepted: 05/25/2013] [Indexed: 12/27/2022]
Abstract
AIMS The aim of this study was to use a sensitive method to screen and quantify 57 Vibrionaceae strains for the production of acyl-homoserine lactones (AHLs) and map the resulting AHL profiles onto a host phylogeny. METHODS AND RESULTS We used a high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) protocol to measure AHLs in spent media after bacterial growth. First, the presence/absence of AHLs (qualitative analysis) was measured to choose internal standard for subsequent quantitative AHL measurements. We screened 57 strains from three genera (Aliivibrio, Photobacterium and Vibrio) of the same family (i.e. Vibrionaceae). Our results show that about half of the isolates produced multiple AHLs, typically at 25-5000 nmol l(-1) . CONCLUSIONS This work shows that production of AHL quorum sensing signals is found widespread among Vibrionaceae bacteria and that closely related strains typically produce similar AHL profiles. SIGNIFICANCE AND IMPACT OF THE STUDY The AHL detection protocol presented in this study can be applied to a broad range of bacterial samples and may contribute to a wider mapping of AHL production in bacteria, for example, in clinically relevant strains.
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Affiliation(s)
- A A Purohit
- The Norwegian Structural Biology Centre, University of Tromsø, Tromsø, Norway
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Kahlke T, Goesmann A, Hjerde E, Willassen NP, Haugen P. Unique core genomes of the bacterial family vibrionaceae: insights into niche adaptation and speciation. BMC Genomics 2012; 13:179. [PMID: 22574681 PMCID: PMC3464603 DOI: 10.1186/1471-2164-13-179] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Accepted: 03/12/2012] [Indexed: 01/05/2023] Open
Abstract
Background The criteria for defining bacterial species and even the concept of bacterial species itself are under debate, and the discussion is apparently intensifying as more genome sequence data is becoming available. However, it is still unclear how the new advances in genomics should be used most efficiently to address this question. In this study we identify genes that are common to any group of genomes in our dataset, to determine whether genes specific to a particular taxon exist and to investigate their potential role in adaptation of bacteria to their specific niche. These genes were named unique core genes. Additionally, we investigate the existence and importance of unique core genes that are found in isolates of phylogenetically non-coherent groups. These groups of isolates, that share a genetic feature without sharing a closest common ancestor, are termed genophyletic groups. Results The bacterial family Vibrionaceae was used as the model, and we compiled and compared genome sequences of 64 different isolates. Using the software orthoMCL we determined clusters of homologous genes among the investigated genome sequences. We used multilocus sequence analysis to build a host phylogeny and mapped the numbers of unique core genes of all distinct groups of isolates onto the tree. The results show that unique core genes are more likely to be found in monophyletic groups of isolates. Genophyletic groups of isolates, in contrast, are less common especially for large groups of isolate. The subsequent annotation of unique core genes that are present in genophyletic groups indicate a high degree of horizontally transferred genes. Finally, the annotation of the unique core genes of Vibrio cholerae revealed genes involved in aerotaxis and biosynthesis of the iron-chelator vibriobactin. Conclusion The presented work indicates that genes specific for any taxon inside the bacterial family Vibrionaceae exist. These unique core genes encode conserved metabolic functions that can shed light on the adaptation of a species to its ecological niche. Additionally, our study suggests that unique core genes can be used to aid classification of bacteria and contribute to a bacterial species definition on a genomic level. Furthermore, these genes may be of importance in clinical diagnostics and drug development.
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Affiliation(s)
- Tim Kahlke
- Department of Chemistry, Faculty of Science and Technology, The Norwegian Structural Biology Centre, University of Tromsø, Tromsø, Norway.
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Assefa NG, Niiranen L, Willassen NP, Smalås A, Moe E. Thermal unfolding studies of cold adapted uracil-DNA N-glycosylase (UNG) from Atlantic cod (Gadus morhua). A comparative study with human UNG. Comp Biochem Physiol B Biochem Mol Biol 2012; 161:60-8. [DOI: 10.1016/j.cbpb.2011.09.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Revised: 09/12/2011] [Accepted: 09/13/2011] [Indexed: 10/17/2022]
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Raeder ILU, Moe E, Willassen NP, Smalås AO, Leiros I. Structure of uracil-DNA N-glycosylase (UNG) from Vibrio cholerae: mapping temperature adaptation through structural and mutational analysis. Acta Crystallogr Sect F Struct Biol Cryst Commun 2010; 66:130-6. [PMID: 20124707 PMCID: PMC2815677 DOI: 10.1107/s1744309109052063] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2009] [Accepted: 12/03/2009] [Indexed: 11/10/2022]
Abstract
The crystal structure of Vibrio cholerae uracil-DNA N-glycosylase (vcUNG) has been determined to 1.5 A resolution. Based on this structure, a homology model of Aliivibrio salmonicida uracil-DNA N-glycosylase (asUNG) was built. A previous study demonstrated that asUNG possesses typical cold-adapted features compared with vcUNG, such as a higher catalytic efficiency owing to increased substrate affinity. Specific amino-acid substitutions in asUNG were suggested to be responsible for the increased substrate affinity and the elevated catalytic efficiency by increasing the positive surface charge in the DNA-binding region. The temperature adaptation of these enzymes has been investigated using structural and mutational analyses, in which mutations of vcUNG demonstrated an increased substrate affinity that more resembled that of asUNG. Visualization of surface potentials revealed a more positive potential for asUNG compared with vcUNG; a modelled double mutant of vcUNG had a potential around the substrate-binding region that was more like that of asUNG, thus rationalizing the results obtained from the kinetic studies.
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Affiliation(s)
- Inger Lin Uttakleiv Raeder
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
| | - Elin Moe
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
| | - Nils Peder Willassen
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
- Department of Molecular Biotechnology, Institute of Medical Biology, University of Tromsø, N-9037 Tromsø, Norway
| | - Arne O. Smalås
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
| | - Ingar Leiros
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
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Pedersen HL, Willassen NP, Leiros I. The first structure of a cold-adapted superoxide dismutase (SOD): biochemical and structural characterization of iron SOD from Aliivibrio salmonicida. Acta Crystallogr Sect F Struct Biol Cryst Commun 2009; 65:84-92. [PMID: 19193992 PMCID: PMC2635881 DOI: 10.1107/s1744309109001110] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2008] [Accepted: 01/09/2009] [Indexed: 11/10/2022]
Abstract
Superoxide dismutases (SODs) are metalloenzymes that catalyse the dismutation of the superoxide radical anion into O(2) and H(2)O(2) in a two-step reaction. The crystal structure of the iron superoxide dismutase from the cold-adapted and fish-pathogenic bacterium Aliivibrio salmonicida (asFeSOD) has been determined and refined to 1.7 A resolution. The protein has been characterized and compared with the closely related homologous iron superoxide dismutase from the mesophilic Escherichia coli (ecFeSOD) in an attempt to rationalize its environmental adaptation. ecFeSOD shares 75% identity with asFeSOD. Compared with the mesophilic FeSOD, the psychrophilic FeSOD has distinct temperature differences in residual activity and thermostability that do not seem to be related to structural differences such as intramolecular or intermolecular ion bonds, hydrogen bonds or cavity sizes. However, an increased net negative charge on the surface of asFeSOD may explain its lower thermostability compared with ecFeSOD. Activity measurements and differential scanning calorimetry measurements revealed that the psychrophilic asFeSOD had a thermostability that was significantly higher than the optimal growth temperature of the host organism.
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Affiliation(s)
- Hege Lynum Pedersen
- Department of Molecular Biotechnology, Institute of Medical Biology, University of Tromsø, N-9037 Tromsø, Norway
| | - Nils Peder Willassen
- Department of Molecular Biotechnology, Institute of Medical Biology, University of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
| | - Ingar Leiros
- The Norwegian Structural Biology Centre, University of Tromsø, N-9037 Tromsø, Norway
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
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Hjerde E, Lorentzen MS, Holden MT, Seeger K, Paulsen S, Bason N, Churcher C, Harris D, Norbertczak H, Quail MA, Sanders S, Thurston S, Parkhill J, Willassen NP, Thomson NR. The genome sequence of the fish pathogen Aliivibrio salmonicida strain LFI1238 shows extensive evidence of gene decay. BMC Genomics 2008; 9:616. [PMID: 19099551 PMCID: PMC2627896 DOI: 10.1186/1471-2164-9-616] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2008] [Accepted: 12/19/2008] [Indexed: 01/05/2023] Open
Abstract
Background The fish pathogen Aliivibrio salmonicida is the causative agent of cold-water vibriosis in marine aquaculture. The Gram-negative bacterium causes tissue degradation, hemolysis and sepsis in vivo. Results In total, 4 286 protein coding sequences were identified, and the 4.6 Mb genome of A. salmonicida has a six partite architecture with two chromosomes and four plasmids. Sequence analysis revealed a highly fragmented genome structure caused by the insertion of an extensive number of insertion sequence (IS) elements. The IS elements can be related to important evolutionary events such as gene acquisition, gene loss and chromosomal rearrangements. New A. salmonicida functional capabilities that may have been aquired through horizontal DNA transfer include genes involved in iron-acquisition, and protein secretion and play potential roles in pathogenicity. On the other hand, the degeneration of 370 genes and consequent loss of specific functions suggest that A. salmonicida has a reduced metabolic and physiological capacity in comparison to related Vibrionaceae species. Conclusion Most prominent is the loss of several genes involved in the utilisation of the polysaccharide chitin. In particular, the disruption of three extracellular chitinases responsible for enzymatic breakdown of chitin makes A. salmonicida unable to grow on the polymer form of chitin. These, and other losses could restrict the variety of carrier organisms A. salmonicida can attach to, and associate with. Gene acquisition and gene loss may be related to the emergence of A. salmonicida as a fish pathogen.
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Affiliation(s)
- Erik Hjerde
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, N-9037 Tromsø, Norway.
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Ræder ILU, Leiros I, Willassen NP, Smalås AO, Moe E. Uracil-DNA N-glycosylase (UNG) from the marine, psychrophilic bacterium Vibrio salmonicida shows cold adapted features. Enzyme Microb Technol 2008. [DOI: 10.1016/j.enzmictec.2008.02.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Riise EK, Lorentzen MS, Helland R, Smalås AO, Leiros HKS, Willassen NP. The first structure of a cold-active catalase fromVibrio salmonicidaat 1.96 Å reveals structural aspects of cold adaptation. Acta Crystallogr D Biol Crystallogr 2007; 63:135-48. [PMID: 17242507 DOI: 10.1107/s0907444906043812] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2006] [Accepted: 10/20/2006] [Indexed: 11/10/2022]
Abstract
The cold-adapted catalase from the fish-pathogenic bacterium Vibrio salmonicida (VSC) has recently been characterized and shown to be two times more catalytically efficient compared with catalase from the mesophilic human pathogen Proteus mirabilis [PMC; Lorentzen et al. (2006), Extremophiles, 10, 427-440]. VSC is also less temperature-stable, with a half-life of 5 min at 333 K compared with 50 min for PMC. This was the background for solving the crystal structure of the cold-adapted VSC to 1.96 A and performing an extensive structural comparison of VSC and PMC. The comparison revealed that the entrance (the major channel) leading to the catalytically essential haem group, is locally more flexible and slightly wider in VSC. This might explain the enhanced catalytic efficiency of the nearly diffusion-controlled degradation of hydrogen peroxide into water and molecular oxygen in VSC. The reduced thermal stability of the cold-adapted VSC may be explained by a reduced number of ion-pair networks. The four C-terminal alpha-helices are displaced in the structures, probably owing to missing ionic interactions in VSC compared with PMC, and this is postulated as an initiation site for unfolding the cold-adapted enzyme. VSC is the first crystal structure reported of a cold-adapted monofunctional haem-containing catalase.
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Affiliation(s)
- Ellen Kristin Riise
- The Norwegian Structural Biology Centre (NorStruct), Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
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Raeder ILU, Paulsen SM, Smalås AO, Willassen NP. Effect of fish skin mucus on the soluble proteome of Vibrio salmonicida analysed by 2-D gel electrophoresis and tandem mass spectrometry. Microb Pathog 2006; 42:36-45. [PMID: 17145162 DOI: 10.1016/j.micpath.2006.10.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2006] [Revised: 10/18/2006] [Accepted: 10/18/2006] [Indexed: 10/23/2022]
Abstract
Vibrio salmonicida is the causative agent of cold-water vibriosis in farmed marine fish species. Adherence of pathogenic bacteria to mucosal surfaces is considered to be the first steps in the infective processes, and proteins involved are regarded as virulence factors. The global protein expression profile of V. salmonicida, grown with and without the presence of fish skin mucus in the synthetic media, was compared. Increased levels of proteins involved in motility, oxidative stress responses, and general stress responses were demonstrated as an effect of growth in the presence of mucus compared to non-mucus containing media. Enhanced levels of the flagellar proteins FlaC, FlaD and FlaE indicate increased motility capacity, while enhanced levels of the heat shock protein DnaK and the chaperonin GroEL indicate a general stress response. In addition, we observed that peroxidases, TPx.Grx and AhpC, involved in the oxidative stress responses, were induced by mucus proteins. The addition of mucus to the culture medium did not significantly alter the growth rate of V. salmonicida. An analysis of mucus proteins suggests that the mucus layer harbours a protein species that potentially possesses catalytic activity against DNA, and a protein with iron chelating activity. This study represents the first V. salmonicida proteomic analysis, and provides specific insight into the proteins necessary for the bacteria to challenge the skin mucus barrier of the fish.
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Lorentzen MS, Moe E, Jouve HM, Willassen NP. Cold adapted features of Vibrio salmonicida catalase: characterisation and comparison to the mesophilic counterpart from Proteus mirabilis. Extremophiles 2006; 10:427-40. [PMID: 16609813 DOI: 10.1007/s00792-006-0518-z] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2005] [Accepted: 01/31/2006] [Indexed: 11/29/2022]
Abstract
The gene encoding catalase from the psychrophilic marine bacterium Vibrio salmonicida LFI1238 was identified, cloned and expressed in the catalase-deficient Escherichia coli UM2. Recombinant catalase from V. salmonicida (VSC) was purified to apparent homogeneity as a tetramer with a molecular mass of 235 kDa. VSC contained 67% heme b and 25% protoporphyrin IX. VSC was able to bind NADPH, react with cyanide and form compounds I and II as other monofunctional small subunit heme catalases. Amino acid sequence alignment of VSC and catalase from the mesophilic Proteus mirabilis (PMC) revealed 71% identity. As for cold adapted enzymes in general, VSC possessed a lower temperature optimum and higher catalytic efficiency (k (cat)/K (m)) compared to PMC. VSC have higher affinity for hydrogen peroxide (apparent K (m)) at all temperatures. For VSC the turnover rate (k (cat)) is slightly lower while the catalytic efficiency is slightly higher compared to PMC over the temperature range measured, except at 4 degrees C. Moreover, the catalytic efficiency of VSC and PMC is almost temperature independent, except at 4 degrees C where PMC has a twofold lower efficiency compared to VSC. This may indicate that VSC has evolved to maintain a high efficiency at low temperatures.
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Affiliation(s)
- Marit Sjo Lorentzen
- Department of Molecular Biotechnology, Faculty of Medicine, Institute of Medical Biology, University of Tromsø, 9037 Tromsø, Norway
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Larsen AN, Moe E, Helland R, Gjellesvik DR, Willassen NP. Characterization of a recombinantly expressed proteinase K-like enzyme from a psychrotrophic Serratia sp. FEBS J 2006; 273:47-60. [PMID: 16367747 DOI: 10.1111/j.1742-4658.2005.05044.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The gene encoding a peptidase that belongs to the proteinase K family of serine peptidases has been identified from a psychrotrophic Serratia sp., and cloned and expressed in Escherichia coli. The gene has 1890 base pairs and encodes a precursor protein of 629 amino acids with a theoretical molecular mass of 65.5 kDa. Sequence analysis suggests that the peptidase consists of a prepro region, a catalytic domain and two C-terminal domains. The enzyme is recombinantly expressed as an active approximately 56 kDa peptidase and includes both C-terminal domains. Purified enzyme is converted to the approximately 34 kDa form by autolytic cleavage when incubated at 50 degrees C for 30 min, but retains full activity. In the present work, the Serratia peptidase (SPRK) is compared with the family representative proteinase K (PRK) from Tritirachium album Limber. Both enzymes show a relatively high thermal stability and a broad pH stability profile. SPRK possess superior stability towards SDS at 50 degrees C compared to PRK. On the other hand, SPRK is considerably more labile to removal of calcium ions. The activity profiles against temperature and pH differ for the two enzymes. SPRK shows both a broader pH optimum as well as a higher temperature optimum than PRK. Analysis of the catalytic properties of SPRK and PRK using the synthetic peptide succinyl-Ala-Ala-Pro-Phe-pNA as substrate showed that SPRK possesses a 3.5-4.5-fold higher kcat at the temperature range 12-37 degrees C, but a fivefold higher Km results in a slightly lower catalytic efficiency (kcat/Km) of SPRK compared to PRK.
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Affiliation(s)
- Atle Noralf Larsen
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, Norway
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Riise EK, Lorentzen MS, Helland R, Willassen NP. Crystallization and preliminary X-ray diffraction analysis of a cold-adapted catalase from Vibrio salmonicida. Acta Crystallogr Sect F Struct Biol Cryst Commun 2006; 62:77-9. [PMID: 16511268 PMCID: PMC2150922 DOI: 10.1107/s1744309105041199] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2005] [Accepted: 12/08/2005] [Indexed: 11/10/2022]
Abstract
Catalase (EC 1.11.1.6) catalyses the breakdown of hydrogen peroxide to water and molecular oxygen. Recombinant Vibrio salmonicida catalase (VSC) possesses typical cold-adapted features, with higher catalytic efficiency, lower thermal stability and a lower temperature optimum than its mesophilic counterpart from Proteus mirabilis. Crystals of VSC were produced by the hanging-drop vapour-diffusion method using ammonium sulfate as precipitant. The crystals belong to the monoclinic space group P2(1), with unit-cell parameters a = 98.15, b = 217.76, c = 99.28 A, beta = 110.48 degrees. Data were collected to 1.96 A and a molecular-replacement solution was found with eight molecules in the asymmetric unit.
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Affiliation(s)
- Ellen Kristin Riise
- The Norwegian Structural Biology Centre, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
| | - Marit Sjo Lorentzen
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, N-9037 Tromsø, Norway
| | - Ronny Helland
- The Norwegian Structural Biology Centre, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
| | - Nils Peder Willassen
- The Norwegian Structural Biology Centre, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, N-9037 Tromsø, Norway
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Abstract
Proteins from organisms living in extreme conditions are of particular interest because of their potential for being templates for redesign of enzymes both in biotechnological and other industries. The crystal structure of a proteinase K-like enzyme from a psychrotroph Serratia species has been solved to 1.8 A. The structure has been compared with the structures of proteinase K from Tritirachium album Limber and Vibrio sp. PA44 in order to reveal structural explanations for differences in biophysical properties. The Serratia peptidase shares around 40 and 64% identity with the Tritirachium and Vibrio peptidases, respectively. The fold of the three enzymes is essentially identical, with minor exceptions in surface loops. One calcium binding site is found in the Serratia peptidase, in contrast to the Tritirachium and Vibrio peptidases which have two and three, respectively. A disulfide bridge close to the S2 site in the Serratia and Vibrio peptidases, an extensive hydrogen bond network in a tight loop close to the substrate binding site in the Serratia peptidase and different amino acid sequences in the S4 sites are expected to cause different substrate specificity in the three enzymes. The more negative surface potential of the Serratia peptidase, along with a disulfide bridge close to the S2 binding site of a substrate, is also expected to contribute to the overall lower binding affinity observed for the Serratia peptidase. Clear electron density for a tripeptide, probably a proteolysis product, was found in the S' sites of the substrate binding cleft.
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Affiliation(s)
- Ronny Helland
- Norwegian Structural Biology Centre, Faculty of Science, University of Tromsø, Tromsø, Norway.
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Berglund GI, Smalås AO, Hordvik A, Willassen NP. Structure of anionic salmon trypsin in a second crystal form. Acta Crystallogr D Biol Crystallogr 2005; 51:725-30. [PMID: 15299802 DOI: 10.1107/s0907444995000333] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Anionic salmon trypsin in a second crystal form (ST-IIB) has been refined at 1.83 A, resolution. The crystals are orthorhombic and belong to space group P2(1)2(1)2 with lattice parameters a = 77.09, b = 82.33 and c = 31.16 A. The present structure has been compared to salmon trypsin as it appears in a previously reported crystal form (ST-IIA) with cell dimensions a = 61.95, b = 84.33 and c = 39.11 A [Smalås & Hordvik (1993). Acta Cryst. D49, 318-330]. The presence of a sulfate group involved in several hydrogen bonds to active-site residues, and the location of an additional benzamidine site in the crystal lattice, are the most striking differences between the present and the previous structure. Superposition of main-chain atoms in the two structures give an overall r.m.s. difference of 0.26 A, with the main differences located to areas with different molecular packing. The overall coordinate error is estimated to be between 0.20 and 0.25 A, by the method of Luzzati.
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Affiliation(s)
- G I Berglund
- Protein Crystallography Group, Department of Chemistry, Institute of Mathematical and Physical Sciences, University of Tromsø, Norway
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Moe E, Leiros I, Riise EK, Olufsen M, Lanes O, Smalås A, Willassen NP. Optimisation of the surface electrostatics as a strategy for cold adaptation of uracil-DNA N-glycosylase (UNG) from Atlantic cod (Gadus morhua). J Mol Biol 2004; 343:1221-30. [PMID: 15491608 DOI: 10.1016/j.jmb.2004.09.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2004] [Revised: 09/01/2004] [Accepted: 09/03/2004] [Indexed: 11/29/2022]
Abstract
Cold-adapted enzymes are characterised by an increased catalytic efficiency and reduced temperature stability compared to their mesophilic counterparts. Lately, it has been suggested that an optimisation of the electrostatic surface potential is a strategy for cold adaptation for some enzymes. A visualisation of the electrostatic surface potential of cold-adapted uracil-DNA N-glycosylase (cUNG) from Atlantic cod indicates a more positively charged surface near the active site compared to human UNG (hUNG). In order to investigate the importance of the altered surface potential for the cold-adapted features of cod UNG, six mutants have been characterised and compared to cUNG and hUNG. The cUNG quadruple mutant (V171E, K185V, H250Q and H275Y) and four corresponding single mutants all comprise substitutions of residues present in the human enzyme. A human UNG mutant, E171V, comprises the equivalent residue found in cod UNG. In addition, crystal structures of the single mutants V171E and E171V have been determined. Results from the study show that a more negative electrostatic surface potential reduces the activity and increases the stability of cod UNG, and suggest an optimisation of the surface potential as a strategy for cold-adaptation of this enzyme. Val171 in cod UNG is especially important in this respect.
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Affiliation(s)
- Elin Moe
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, N-9037 Tromsø, Norway
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Leiros HKS, Brandsdal BO, Andersen OA, Os V, Leiros I, Helland R, Otlewski J, Willassen NP, Smalås AO. Trypsin specificity as elucidated by LIE calculations, X-ray structures, and association constant measurements. Protein Sci 2004; 13:1056-70. [PMID: 15044735 PMCID: PMC2280040 DOI: 10.1110/ps.03498604] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The variation in inhibitor specificity for five different amine inhibitors bound to CST, BT, and the cold-adapted AST has been studied by use of association constant measurements, structural analysis of high-resolution crystal structures, and the LIE method. Experimental data show that AST binds the 1BZA and 2BEA inhibitors 0.8 and 0.5 kcal/mole more strongly than BT. However, structural interactions and orientations of the inhibitors within the S1 site have been found to be virtually identical in the three enzymes studied. For example, the four water molecules in the inhibitor-free structures of AST and BT are channeled into similar positions in the S1 site, and the nitrogen atom(s) of the inhibitors are found in two cationic binding sites denoted Position1 and Position2. The hydrophobic binding contributions for all five inhibitors, estimated by the LIE calculations, are also in the same order (-2.1 +/- 0.2 kcal/mole) for all three enzymes. Our hypothesis is therefore that the observed variation in inhibitor binding arises from different electrostatic interactions originating from residues outside the S1 site. This is well illustrated by AST, in which Asp 150 and Glu 221B, despite some distance from the S1 binding site, lower the electrostatic potential of the S1 site and thus enhance substrate binding. Because the trends in the experimentally determined binding energies were reproduced by the LIE calculations after adding the contribution from long-range interactions, we find this method very suitable for rational studies of protein-substrate interactions.
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Lanes O, Leiros I, Smalås AO, Willassen NP. Identification, cloning, and expression of uracil-DNA glycosylase from Atlantic cod (Gadus morhua): characterization and homology modeling of the cold-active catalytic domain. Extremophiles 2002; 6:73-86. [PMID: 11878565 DOI: 10.1007/s007920100225] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Two distinct forms of the highly conserved uracil-DNA glycosylase (UNG) have been isolated from Atlantic cod (Gadus morhua) liver cDNA by rapid amplification of cDNA ends (RACE). From the cDNA sequences, both forms were deduced to encode an open reading frame of 301 amino acids, with an identical 267-amino-acid C-terminal region and different N-terminal regions of 34 amino acids. By comparison with the human UNG sequences, the two forms were identified as possible mitochondrial (cUNG1) and nuclear (cUNG2) forms. Several constructs of recombinant cUNG (rcUNG) were expressed in Escherichia coli in order to optimize the yield. The recombinant enzyme was purified to apparent homogeneity as determined by sodium dodecyl sulfate-polyacrylamide gel electrophoresis. Activity and stability experiments showed that rcUNG was similar to cUNG previously purified from Atlantic cod liver, and was more pH- and temperature labile than a recombinant human UNG (rhUNG). Under optimal assay conditions for both rcUNG and rhUNG, the turnover number (k(cat)) was three times higher for rcUNG compared with rhUNG, with an identical K(M), resulting in a threefold higher catalytic efficiency (k(cat)/K(M)) for rcUNG. These activity and stability experiments reveal cold-adapted features in rcUNG. Homology models of the catalytic domains of Atlantic cod (cUNG) and mouse uracil-DNA glycosylase (mUNG) were built using the human UNG (hUNG) crystal structure as a template. The unique amino acid substitutions observed in cod UNG were mainly located in the N- and C-terminal parts of the sequence. The analysis indicated a more stable N-terminal, a more flexible C-terminal, and a less stabilized core in cUNG as compared with the mammalian UNGs. Substitution of several amino acids in or near the DNA-binding site in cUNG could give rise to a more positively charged surface and a higher electrostatic potential near the active site compared with the mammalian UNGs. The higher potential may increase the electrostatic interactions between the enzyme and DNA, and may explain the increased substrate affinity and, in combination with the higher flexibility, the higher catalytic efficiency observed for rcUNG.
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Affiliation(s)
- Olav Lanes
- Department of Molecular Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, Norway
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Leiros I, Lanes O, Sundheim O, Helland R, Smalås AO, Willassen NP. Crystallization and preliminary X-ray diffraction analysis of a cold-adapted uracil-DNA glycosylase from Atlantic cod (Gadus morhua). Acta Crystallogr D Biol Crystallogr 2001; 57:1706-8. [PMID: 11679752 DOI: 10.1107/s0907444901013427] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2001] [Accepted: 08/08/2001] [Indexed: 11/11/2022]
Abstract
Uracil-DNA glycosylase (UDG) is a DNA-repair enzyme involved in the removal of uracil from DNA. The Atlantic cod UDG (cUDG) possesses typical cold-adaptation features, with higher catalytic efficiency and lower thermal stability than the mammalian counterparts. cUDG has been crystallized by the vapour-diffusion method using sodium citrate as the precipitant at pH 7.5. The crystals are monoclinic and belong to space group P2(1), with unit-cell parameters a = 68.58, b = 67.19, c = 68.64 A, beta = 119.85 degrees. There are two molecules in the asymmetric unit, with a corresponding V(M) value of 2.71 A(3) Da(-1) and a solvent content of 54.7%. Synchrotron diffraction data have been collected to 1.9 A resolution using cryogenic conditions (120 K).
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Affiliation(s)
- I Leiros
- Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway
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Abstract
The number of reports on enzymes from cold adapted organisms has increased significantly over the past years, and reveals that adaptive strategies for functioning at low temperature varies among enzymes. However, the high catalytic efficiency at low temperature seems, for the majority of cold active enzymes, to be accompanied by a reduced thermal stability. Increased molecular flexibility to compensate for the low working temperature, is therefore still the most dominating theory for cold adaptation, although there also seem to be other adaptive strategies. The number of experimentally determined 3D structures of enzymes possessing cold adaptation features is still limited, and restricts a structural rationalization for cold activity. The present summary of structural characteristics, based on comparative studies on crystal structures (7), homology models (7), and amino acid sequences (24), reveals that there are no common structural feature that can account for the low stability, increased catalytic efficiency, and proposed molecular flexibility. Analysis of structural features that are thought to be important for stability (e.g. intra-molecular hydrogen bonds and ion-pairs, proline-, methionine-, glycine-, or arginine content, surface hydrophilicity, helix stability, core packing), indicates that each cold adapted enzyme or enzyme system use different small selections of structural adjustments for gaining increased molecular flexibility that in turn give rise to increased catalytic efficiency and reduced stability. Nevertheless, there seem to be a clear correlation between cold adaptation and reduced number of interactions between structural domains or subunits. Cold active enzymes also seem, to a large extent, to increase their catalytic activity by optimizing the electrostatics at and around the active site.
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Affiliation(s)
- A O Smalås
- Protein Crystallography Group, Department of Chemistry, Faculty of Science, University of Tromsø, N-9037 Tromsø, Norway.
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Abstract
Several species within the amoeboflagellate genus Naegleria harbor an optional ORF containing group I introns in their nuclear small subunit ribosomal DNA. The different ORFs encode homing endonucleases with 65 to 95% identity at the amino-acid level. I-NjaI, I-NanI and I-NitI, from introns in Naegleria jamiesoni, N. andersoni and N. italica, respectively, were analyzed in more detail and found to be isoschizomeric endonucleases that recognize and cleave an approximal 19-bp partially symmetrical sequence, creating a pentanucleotide 3' overhang upon cleavage. The optimal conditions for cleavage activity with respect to temperature, pH, salt and divalent metal ions were investigated. The optimal cleavage temperature for all three endonucleases was found to be 37 degrees C and the activity was dependent on the concentration of NaCl with an optimum at 200 mM. Divalent metal ions, primarily Mg2+, are essential for Naegleria endonuclease activity. Whereas both Mn2+ and Ca2+ could substitute for Mg2+, but with a slower cleavage rate, Zn2+ was unable to support cleavage. Interestingly, the pH dependence of DNA cleavage was found to vary significantly between the I-NitI and I-NjaI/I-NanI endonucleases with optimal pH values at 6.5 and 9, respectively. Site-directed mutagenesis of conserved I-NjaI residues strongly supports the hypothesis that Naegleria homing endonucleases share a similar zinc-binding structure and active site with the His-Cys box homing endonuclease I-PpoI.
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Affiliation(s)
- M Elde
- Department of Molecular Biotechnology, Institute of Medical Biology, University of Tromso, Norway
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Lanes O, Guddal PH, Gjellesvik DR, Willassen NP. Purification and characterization of a cold-adapted uracil-DNA glycosylase from Atlantic cod (Gadus morhua). Comp Biochem Physiol B Biochem Mol Biol 2000; 127:399-410. [PMID: 11126771 DOI: 10.1016/s0305-0491(00)00271-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Uracil-DNA glycosylase (UDG; UNG) has been purified 17000-fold from Atlantic cod liver (Gadus morhua). The enzyme has an apparent molecular mass of 25 kDa, as determined by gel filtration, and an isoelectric point above 9.0. Atlantic cUNG is inhibited by the specific UNG inhibitor (Ugi) from the Bacillus subtilis bacteriophage (PBS2), and has a 2-fold higher activity for single-stranded DNA than for double-stranded DNA. cUNG has an optimum activity between pH 7.0-9.0 and 25-50 mM NaCl, and a temperature optimum of 41 degrees C. Cod UNG was compared with the recombinant human UNG (rhUNG), and was found to have slightly higher relative activity at low temperatures compared with their respective optimum temperatures. Cod UNG is also more pH- and temperature labile than rhUNG. At pH 10.0, the recombinant human UNG had 66% residual activity compared with only 0.4% for the Atlantic cUNG. At 50 degrees C, cUNG had a half-life of 0.5 min compared with 8 min for the rhUNG. These activity and stability experiments reveal cold-adapted features in cUNG.
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Affiliation(s)
- O Lanes
- Department of Biotechnology, Institute of Medical Biology, Faculty of Medicine, University of Tromsø, Norway
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Leiros HK, Willassen NP, Smalås AO. Structural comparison of psychrophilic and mesophilic trypsins. Elucidating the molecular basis of cold-adaptation. Eur J Biochem 2000; 267:1039-49. [PMID: 10672012 DOI: 10.1046/j.1432-1327.2000.01098.x] [Citation(s) in RCA: 68] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Structural rationalizations for differences in catalytic efficiency and stability between mesophilic and cold-adapted trypsins have been suggested from a detailed comparison of eight trypsin structures. Two trypsins, from Antarctic fish and Atlantic cod, have been constructed by homology modeling techniques and compared with six existing X-ray structures of both cold-adapted and mesophilic trypsins. The structural analysis focuses on the cold trypsin residue determinants found in a more extensive comparison of 27 trypsin sequences, and reveals a number of structural features unique to the cold-adapted trypsins. The increased substrate affinity of the psychrophilic trypsins is probably achieved by a lower electrostatic potential of the S1 binding pocket particularly arising from Glu221B, and from the lack of five hydrogen bonds adjacent to the catalytic triad. The reduced stability of the cold trypsins is expected to arise from reduced packing in two distinct core regions, fewer interdomain hydrogen bonds and from a destabilized C-terminal alpha-helix. The helices of the cold trypsins lack four hydrogen bonds and two salt-bridges, and they have poorer van der Waals packing interactions to the body of the molecule, compared to the mesophilic counterparts.
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Affiliation(s)
- H K Leiros
- Department of Chemistry, Faculty of Science, University of Tromso, Norway
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Johnsen HK, Tveiten H, Willassen NP, Arnesen AM. Arctic charr (Salvelinus alpinus) vitellogenin: development and validation of an enzyme-linked immunosorbent assay. Comp Biochem Physiol B Biochem Mol Biol 1999; 124:355-62. [PMID: 10631809 DOI: 10.1016/s0305-0491(99)00132-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Vitellogenin (Vtg) was isolated from plasma of estradiol-17 beta-treated Arctic charr males by double precipitation with MgCl2-EDTA and distilled water, followed by ion-exchange chromatography. The monomeric form of Vtg, as revealed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis, was 158 kDa. The purified Vtg was used to raise a polyclonal antibody for Vtg (AbVtg), and the specificity of the AbVtg was assessed by Western blot analysis. No cross-reactivity was observed with plasma from control males. Using this AbVtg, a competitive enzyme-linked immunosorbent assay was developed. The detection limit of the assay was 2 ng ml-1, and the intra- and inter-assay variations determined from plasma samples were 8.6 and 13.3%, respectively. The assay was validated by quantification of Vtg in plasma samples obtained during a reproductive cycle of Arctic charr. Vtg of females increased gradually from 3 mg ml-1 in early March to a peak value of 22 mg ml-1 in late August, followed by a rapid drop to 2 mg ml-1 at the time of spawning in mid-October. The temporal changes in plasma Vtg of females correlate well with the reproductive cycle. Vtg was undetectable in males, except on some sampling dates during July-September when minute amounts (3-13 micrograms ml-1) were detected in some individuals.
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Affiliation(s)
- H K Johnsen
- Norwegian College of Fishery Science, University of Tromsø, Norway.
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Abstract
The digestive enzyme trypsin is among the most extensively studied proteins, and its structure has been reported from a large number of organisms. This article focuses on the trypsins from vertebrates adapted to life at low temperatures. Cold-adapted organisms seem to have compensated for the reduced reaction rates at low temperatures by evolving more active and less temperature-stable enzymes. We have analyzed 27 trypsin sequences from a variety of organisms to find unique attributes for the cold-adapted trypsins, comparing trypsins from salmon, Antarctic fish, cod, and pufferfish to other vertebrate trypsins. Both the "cold" and the "warm" active trypsins have about 50 amino acids that are unique and conserved within each class. The main unique features of the cold-adapted trypsins attributable to low-temperature adaptation seem to be (1) reduced hydrophobicity and packing density of the core, mainly because of a lower (Ile + Leu)/(Ile + Leu + Val) ratio, (2) reduced stability of the C-terminal, (3) lack of one warm trypsin conserved proline residue and one proline tyrosine stacking, (4) difference in charge and flexibility of loops extending the binding pocket, and (5) different conformation of the "autolysis" loop that is likely to be involved in substrate binding.
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Affiliation(s)
- H K Leiros
- Department of Chemistry, Faculty of Science, University of Tromsø, Norway
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Helland R, Berglund GI, Otlewski J, Apostoluk W, Andersen OA, Willassen NP, Smalås AO. High-resolution structures of three new trypsin-squash-inhibitor complexes: a detailed comparison with other trypsins and their complexes. Acta Crystallogr D Biol Crystallogr 1999; 55:139-48. [PMID: 10089404 DOI: 10.1107/s090744499801052x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/1998] [Accepted: 08/03/1998] [Indexed: 11/11/2022]
Abstract
An anionic trypsin from Atlantic salmon and bovine trypsin have been complexed with the squash-seed inhibitors, CMTI-I (Cucurbita maxima trypsin inhibitor I, P1 Arg) and CPTI-II (Cucurbita pepo trypsin inhibitor II, P1 Lys). The crystal structures of three such complexes have been determined to 1.5-1.8 A resolution and refined to crystallographic R factors ranging from 17.6 to 19.3%. The two anionic salmon-trypsin complexes (ST-CPTI and ST-CMTI) and the bovine-trypsin complex (BT-CPTI) have been compared to other trypsin-inhibitor complexes by means of general structure and primary and secondary binding features. In all three new structures, the primary binding residue of the inhibitor binds to trypsin in the classical manner, but with small differences in the primary and secondary binding patterns. Lysine in CPTI-II binds deeper in the specificity pocket of bovine trypsin than lysine in other known lysine-bovine-trypsin complexes, and anionic salmon trypsin lacks some of the secondary binding interactions found in the complexes formed between squash inhibitors and bovine trypsin. The ST-CMTI complex was formed from the reactive-site-cleaved form of the inhibitor. However, well defined electron density was observed for the P1-P1' peptide bond, together with a hydrogen-bonding pattern virtually identical to those of all serine-protease-protein-inhibitor complexes, indicating a resynthesis of the scissile bond.
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Affiliation(s)
- R Helland
- Department of Chemistry, University of Tromso, N-9037 Tromso, Norway
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Elde M, Haugen P, Willassen NP, Johansen S. I-NjaI, a nuclear intron-encoded homing endonuclease from Naegleria, generates a pentanucleotide 3' cleavage-overhang within a 19 base-pair partially symmetric DNA recognition site. Eur J Biochem 1999; 259:281-8. [PMID: 9914504 DOI: 10.1046/j.1432-1327.1999.00035.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Different species of the amoebo-flagellate Naegleria harbor optional group I introns in the nuclear ribosomal DNA that contain open reading frames. Intron proteins from Naegleria jamiesoni, Naegleria andersoni, and Naegleria italica (named I-NjaI, I-NanI and I-NitI, respectively) were expressed in Escherichia coli and found to be isoschizomeric homing endonucleases that specifically recognize and cleave intron-lacking homologous alleles of ribosomal DNA. The I-NjaI endonuclease was affinity purified, characterized in more detail, and found to generate five-nucleotide 3' staggered ends at the intron insertion site which differs from the ends generated by all other known homing endonucleases. The recognition site was delimited and found to cover an approximately 19 base-pair partially symmetric sequence spanning both the cleavage site and the intron insertion site. The palindromic feature was supported by mutational analysis of the target DNA. All single-site substitutions within the recognition sequence were cleaved by the purified I-NjaI endonuclease, but at different efficiencies. The center of symmetry and cleavage was found to be completely degenerate in specificity, which resembles that of the subclass IIW bacterial restriction enzymes.
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Affiliation(s)
- M Elde
- Institute of Medical Biology, University of Tromsø, Norway
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Schrøder HK, Willassen NP, Smalås AO. Structure of a non-psychrophilic trypsin from a cold-adapted fish species. Acta Crystallogr D Biol Crystallogr 1998; 54:780-98. [PMID: 9757092 DOI: 10.1107/s0907444997018611] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The crystal structure of cationic trypsin (CST) from the Atlantic salmon (Salmo salar) has been refined at 1.70 A resolution. The crystals are orthorhombic, belong to space group P212121, with lattice parameters a = 65.91, b = 83.11 and c = 154.79 A, and comprise four molecules per asymmetric unit. The structure was solved by molecular replacement with AMoRe and refined with X-PLOR to an R value of 17.4% and Rfree of 21.5% for reflections |F| > 3sigmaF between 8.0 and 1.7 A resolution. The four non-crystallographic symmetry (NCS) related molecules in the asymmetric unit display r.m.s. deviations in the range 0.31-0.74 A for main-chain atoms, with the largest differences confined to two loops. One of these is the calcium-binding loop where the electron-density indicates a calcium ion for only one of the four molecules. In order to find structural rationalizations for the observed difference in thermostability and catalytic efficiency of CST, anionic salmon trypsin (AST) and bovine trypsin (BT), the three structures have been extensively compared. The largest deviations for the superimposed structures occur in the surface loops and particularly in the so-called 'autolysis loop'. Both the salmon enzymes possess a high methionine content, lower overall hydrophobicity and enhanced surface hydrophilicity, compared with BT. These properties have so far been correlated to cold-adaptation features, while in this work it is shown that the non-psychrophilic cationic salmon trypsin shares these features with the psychrophilic anionic salmon trypsin.
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Affiliation(s)
- H K Schrøder
- Protein Crystallography Group, Institute of Chemistry, Faculty of Science, University of Tromso, N-9037, Tromso, Norway
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45
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Helland R, Leiros I, Berglund GI, Willassen NP, Smalås AO. The crystal structure of anionic salmon trypsin in complex with bovine pancreatic trypsin inhibitor. Eur J Biochem 1998; 256:317-24. [PMID: 9760170 DOI: 10.1046/j.1432-1327.1998.2560317.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The complex formed between anionic salmon trypsin (ST) and bovine pancreatic trypsin inhibitor (BPTI) has been crystallised, and the X-ray structure has been solved using the molecular replacement method. The crystals are hexagonal and belong to space group P6(1)22 with lattice parameters of a = b = 83.12 A and c = 222.15 A. Data have been collected to 2.1 A and the structure has been refined to a crystallographic R-factor of 20.6%. Catalysis by salmon trypsin is distinguished by a Km value 20-fold lower than that for mammalian trypsins, and a k(cat) twice as high. The present ST-BPTI complex serves as a model for the Michaelis-Menten complex, and has been compared with corresponding bovine and rat trypsin (RT) complexes. The binding of BPTI to salmon trypsin is characterised by stronger primary interactions in the active site, and a somewhat looser secondary binding.
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Affiliation(s)
- R Helland
- Department of Chemistry, University of Tromsø, Norway
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46
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Berglund GI, Smalås AO, Outzen H, Willassen NP. Purification and characterization of pancreatic elastase from North Atlantic salmon (Salmo salar). Mol Mar Biol Biotechnol 1998; 7:105-14. [PMID: 9628006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
An elastase I-like enzyme was purified to homogeneity from the pyloric caeca of North Atlantic salmon (Salmo salar) and compared with porcine elastase I. The molecular weight and isoelectric point were estimated to be 27 kDa and over 9.3, respectively. The pH optimum was between 8.0 and 9.5, and the enzyme was unstable at pH values below 4. Kinetic properties examined using Suc-(Ala)3-p-nitroanilide showed that the catalytic efficiency of salmon elastase was about 2.5 times higher than that of porcine elastase. Furthermore, the salmon enzyme was less stable at lower pH values and temperatures than the porcine enzyme. The preference for amino acids at the primary binding site was found to be different from that of the porcine elastase. The salmon elastase binding pocket seems to prefer more branched aliphatic residues than the porcine elastase.
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Affiliation(s)
- G I Berglund
- Department of Chemistry, University of Tromsø, Norway
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47
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Outzen H, Berglund GI, Smaläs AO, Willassen NP. Temperature and pH sensitivity of trypsins from Atlantic salmon (Salmo salar) in comparison with bovine and porcine trypsin. Comp Biochem Physiol B Biochem Mol Biol 1996; 115:33-45. [PMID: 8896331 DOI: 10.1016/0305-0491(96)00081-8] [Citation(s) in RCA: 79] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Four differently charged trypsins were purified from pyloric caeca of Atlantic salmon (Salmo salar). The isoelectric points of three anionic isoforms were 4.70, 4.60, and 4.55 (anionic trypsin I, II and III, respectively). And for the first time a cationic isoform (isoelectric point above 9.3) has been isolated from a marine species. The apparent molecular weights of all four isoforms were about 25 kDa as determined by SDS-PAGE. The salmon enzymes were inhibited by serine proteinase inhibitors in general and also by specific trypsin inhibitors. Anionic trypsin I and the cationic isoform were further examined. Anionic trypsin I showed the typical cold-adaptation features, low pH and temperature stability (also lower Gibb's free energy of GdnHCl-induced unfolding) and high catalytic efficiency as compared to the mammalian trypsins. The cationic isoform did not show these features, but resembled the mammalian trypsins.
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Affiliation(s)
- H Outzen
- Department of Biotechnology, University of Tromsø, Norway
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Berglund GI, Willassen NP, Hordvik A, Smalås AO. Structure of native pancreatic elastase from North Atlantic salmon at 1.61 Å resolution. Acta Crystallogr D Biol Crystallogr 1995; 51:925-37. [PMID: 15299762 DOI: 10.1107/s0907444995004835] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The crystal structure of native salmon pancreatic elastase (SPE) has been solved by molecular-replacement methods, and refined by conventional conjugate-gradient methods and simulated-annealing techniques. The final R value is 17.2% for 21 389 reflections between 8.0 and 1.61 A, and the corresponding free R value is 23.9%. The overall tertiary structure of SPE is remarkably similar to that of porcine pancreatic elastase I (PPE), to which it shows about 67% sequence identity. The primary structure of SPE is determined from the electron-density maps, and only about 15 side chains are somewhat uncertain. Interesting differences between SPE and PPE, are one sequence deletion assigned to position 186, the residue 192 at the entrance of the specificity pocket is substituted from a Gln in PPE to Asn in SPE, and one of the calcium ligands is different. Furthermore, electron density is missing in SPE for the last three residues of the C-terminal helix. A comparison of the present amino-acid sequence of SPE with other sequences available indicates that SPE belongs to the class 1 pancreatic elastases.
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Affiliation(s)
- G I Berglund
- Protein Crystallography Group, Department of Chemistry, Institute of Mathematical and Physical Sciences, University of Tromsø, Norway
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Berglund GI, Smalås AO, Hansen LK, Willassen NP. Crystallization and preliminary X-ray crystallographic studies of native elastase from North Atlantic salmon (Salmo salar). Acta Crystallogr D Biol Crystallogr 1995; 51:393-4. [PMID: 15299308 DOI: 10.1107/s0907444994011066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Crystals of elastase from North Atlantic salmon have been grown from 2-methyl-2,4-pentanediol by the hanging-drop vapour-diffusion method at room temperature. They grow to dimensions of 0.7 x 0.4 x 0.3 mm in three weeks. The crystals belong to the tetragonal space group P4(1)2(1)2 or P4(3)2(1)2 with cell dimensions a = b = 68.0 A and c = 84.0 A. There are eight molecules in the unit cell. The crystals diffract to at least 1.6 A resolution and are suitable for a high-resolution crystal structure determination.
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Affiliation(s)
- G I Berglund
- Protein Crystallography Group, Department of Chemistry, Institute of Mathematical and Physical Sciences, University of Tromsø, Norway
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Abstract
The crystal structure of an anionic form of salmon trypsin has been determined at 1.82 A resolution. We report the first structure of a trypsin from a phoikilothermic organism in a detailed comparison to mammalian trypsins in order to look for structural rationalizations for the cold-adaption features of salmon trypsin. This form of salmon trypsin (ST II) comprises 222 residues, and is homologous to bovine trypsin (BT) in about 65% of the primary structure. The tertiary structures are similar, with an overall displacement in main chain atomic positions between salmon trypsin and various crystal structures of bovine trypsin of about 0.8 A. Intramolecular hydrogen bonds and hydrophobic interactions are compared and discussed in order to estimate possible differences in molecular flexibility which might explain the higher catalytic efficiency and lower thermostability of salmon trypsin compared to bovine trypsin. No overall differences in intramolecular interactions are detected between the two structures, but there are differences in certain regions of the structures which may explain some of the observed differences in physical properties. The distribution of charged residues is different in the two trypsins, and the impact this might have on substrate affinity has been discussed.
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Affiliation(s)
- A O Smalås
- Department of Chemistry, University of Tromsø, Norway
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