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Sandsdalen GD, Kumar A, Hjerde E. Exploring the Frozen Armory: Antiphage Defense Systems in Cold-Adapted Bacteria with a Focus on CRISPR-Cas Systems. Microorganisms 2024; 12:1028. [PMID: 38792857 DOI: 10.3390/microorganisms12051028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/15/2024] [Accepted: 05/15/2024] [Indexed: 05/26/2024] Open
Abstract
Our understanding of the antiphage defense system arsenal in bacteria is rapidly expanding, but little is known about its occurrence in cold-adapted bacteria. In this study, we aim to shed light on the prevalence and distribution of antiphage defense systems in cold-adapted bacteria, with a focus on CRISPR-Cas systems. Using bioinformatics tools, Prokaryotic Antiviral Defense LOCator (PADLOC) and CRISPRCasTyper, we mapped the presence and diversity of antiphage defense systems in 938 available genomes of cold-adapted bacteria from diverse habitats. We confirmed that CRISPR-Cas systems are less frequent in cold-adapted bacteria, compared to mesophilic and thermophilic species. In contrast, several antiphage defense systems, such as dXTPases and DRTs, appear to be more frequently compared to temperate bacteria. Additionally, our study provides Cas endonuclease candidates with a potential for further development into cold-active CRISPR-Cas genome editing tools. These candidates could have broad applications in research on cold-adapted organisms. Our study provides a first-time map of antiphage defense systems in cold-adapted bacteria and a detailed overview of CRISPR-Cas diversity.
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Affiliation(s)
| | - Animesh Kumar
- Department of Chemistry, UiT the Arctic University of Norway, 9019 Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, UiT the Arctic University of Norway, 9019 Tromsø, Norway
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2
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Kumar A, Robertsen EM, Willassen NP, Fu J, Hjerde E. Comparative analysis of HiSeq3000 and BGISEQ-500 sequencing platform over whole genome sequencing metagenomics data. Genomics Inform 2023; 21:e49. [PMID: 38224716 PMCID: PMC10788357 DOI: 10.5808/gi.23072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 12/04/2023] [Accepted: 12/04/2023] [Indexed: 01/17/2024] Open
Abstract
Recent advances in sequencing technologies and platforms have enabled to generate metagenomics sequences using different sequencing platforms. In this study, we analyzed and compared shotgun metagenomic sequences generated by HiSeq3000 and BGISEQ-500 platforms from 12 sediment samples collected across the Norwegian coast. Metagenomics DNA sequences were normalized to an equal number of bases for both platforms and further evaluated by using different taxonomic classifiers, reference databases, and assemblers. Normalized BGISEQ-500 sequences retained more reads and base counts after preprocessing, while a slightly higher fraction of HiSeq3000 sequences were taxonomically classified. Kaiju classified a higher percentage of reads relative to Kraken2 for both platforms, and comparison of reference database for taxonomic classification showed that MAR database outperformed RefSeq. Assembly using MEGAHIT produced longer assemblies and higher total contigs count in majority of HiSeq3000 samples than using metaSPAdes, but the assembly statistics notably improved with unprocessed or normalized reads. Our results indicate that both platforms perform comparably in terms of the percentage of taxonomically classified reads and assembled contig statistics for metagenomics samples. This study provides valuable insights for researchers in selecting an appropriate sequencing platform and bioinformatics pipeline for their metagenomics studies.
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Affiliation(s)
- Animesh Kumar
- Center for Bioinformatics, Department of Chemistry, UiT The Arctic University of Norway, Tromsø, 9037, Norway
| | - Espen M. Robertsen
- Center for Bioinformatics, Department of Chemistry, UiT The Arctic University of Norway, Tromsø, 9037, Norway
| | - Nils P. Willassen
- Center for Bioinformatics, Department of Chemistry, UiT The Arctic University of Norway, Tromsø, 9037, Norway
| | - Juan Fu
- Faculty of Biosciences, Department of Livestock and Aquaculture Science, Norwegian University of Life Sciences, Ås 1433, Norway
| | - Erik Hjerde
- Center for Bioinformatics, Department of Chemistry, UiT The Arctic University of Norway, Tromsø, 9037, Norway
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3
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Neves A, Cuesta I, Hjerde E, Klemetsen T, Salgado D, van Helden J, Rahman N, Fatima N, Karathanasis N, Zmora P, Åkerström WN, Grellscheid SN, Waheed Z, Blomberg N. FAIR+E pathogen data for surveillance and research: lessons from COVID-19. Front Public Health 2023; 11:1289945. [PMID: 38074768 PMCID: PMC10703184 DOI: 10.3389/fpubh.2023.1289945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 10/30/2023] [Indexed: 12/18/2023] Open
Abstract
The COVID-19 pandemic has exemplified the importance of interoperable and equitable data sharing for global surveillance and to support research. While many challenges could be overcome, at least in some countries, many hurdles within the organizational, scientific, technical and cultural realms still remain to be tackled to be prepared for future threats. We propose to (i) continue supporting global efforts that have proven to be efficient and trustworthy toward addressing challenges in pathogen molecular data sharing; (ii) establish a distributed network of Pathogen Data Platforms to (a) ensure high quality data, metadata standardization and data analysis, (b) perform data brokering on behalf of data providers both for research and surveillance, (c) foster capacity building and continuous improvements, also for pandemic preparedness; (iii) establish an International One Health Pathogens Portal, connecting pathogen data isolated from various sources (human, animal, food, environment), in a truly One Health approach and following FAIR principles. To address these challenging endeavors, we have started an ELIXIR Focus Group where we invite all interested experts to join in a concerted, expert-driven effort toward sustaining and ensuring high-quality data for global surveillance and research.
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Affiliation(s)
- Aitana Neves
- SIB Swiss Institute of Bioinformatics, Clinical Bioinformatics, Geneva, Switzerland
| | - Isabel Cuesta
- Bioinformatics Unit, Institute of Health Carlos III, Madrid, Spain
| | - Erik Hjerde
- Institute of Chemistry, The Arctic University of Norway, Tromsø, Norway
| | - Terje Klemetsen
- Institute of Chemistry, The Arctic University of Norway, Tromsø, Norway
| | - David Salgado
- CNRS, Institut Français de Bioinformatique, IFB-core, UMS 3601, Evry, France
| | - Jacques van Helden
- CNRS, Institut Français de Bioinformatique, IFB-core, UMS 3601, Evry, France
- Aix-Marseille Univ, INSERM, Lab. Theory and Approaches of Genome Complexity (TAGC), Marseille, France
| | - Nadim Rahman
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Nazeefa Fatima
- ELIXIR Norway, Centre for Bioinformatics, University of Oslo, Oslo, Norway
| | - Nestoras Karathanasis
- Bioinformatics Department, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Pawel Zmora
- Department of Molecular Virology, Institute of Bioorganic Chemistry Polish Academy of Sciences, Poznan, Poland
| | - Wolmar Nyberg Åkerström
- NBIS National Bioinformatics Infrastructure Sweden, SciLifeLab, Uppsala University, Uppsala, Sweden
| | | | - Zahra Waheed
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Niklas Blomberg
- ELIXIR Hub, Wellcome Genome Campus, Cambridge, United Kingdom
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Bargheet A, Klingenberg C, Esaiassen E, Hjerde E, Cavanagh JP, Bengtsson-Palme J, Pettersen VK. Development of early life gut resistome and mobilome across gestational ages and microbiota-modifying treatments. EBioMedicine 2023; 92:104613. [PMID: 37187112 DOI: 10.1016/j.ebiom.2023.104613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 04/21/2023] [Accepted: 04/27/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND Gestational age (GA) and associated level of gastrointestinal tract maturation are major factors driving the initial gut microbiota composition in preterm infants. Besides, compared to term infants, premature infants often receive antibiotics to treat infections and probiotics to restore optimal gut microbiota. How GA, antibiotics, and probiotics modulate the microbiota's core characteristics, gut resistome and mobilome, remains nascent. METHODS We analysed metagenomic data from a longitudinal observational study in six Norwegian neonatal intensive care units to describe the bacterial microbiota of infants of varying GA and receiving different treatments. The cohort consisted of probiotic-supplemented and antibiotic-exposed extremely preterm infants (n = 29), antibiotic-exposed very preterm (n = 25), antibiotic-unexposed very preterm (n = 8), and antibiotic-unexposed full-term (n = 10) infants. The stool samples were collected on days of life 7, 28, 120, and 365, and DNA extraction was followed by shotgun metagenome sequencing and bioinformatical analysis. FINDINGS The top predictors of microbiota maturation were hospitalisation length and GA. Probiotic administration rendered the gut microbiota and resistome of extremely preterm infants more alike to term infants on day 7 and ameliorated GA-driven loss of microbiota interconnectivity and stability. GA, hospitalisation, and both microbiota-modifying treatments (antibiotics and probiotics) contributed to an elevated carriage of mobile genetic elements in preterm infants compared to term controls. Finally, Escherichia coli was associated with the highest number of antibiotic-resistance genes, followed by Klebsiella pneumoniae and Klebsiella aerogenes. INTERPRETATION Prolonged hospitalisation, antibiotics, and probiotic intervention contribute to dynamic alterations in resistome and mobilome, gut microbiota characteristics relevant to infection risk. FUNDING Odd-Berg Group, Northern Norway Regional Health Authority.
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Affiliation(s)
- Ahmed Bargheet
- Host-Microbe Interaction Research Group, Department of Medical Biology, UiT The Arctic University of Norway, Tromsø, Norway; Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway; Center for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway
| | - Claus Klingenberg
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway; Center for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway; Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Eirin Esaiassen
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway; Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Erik Hjerde
- Center for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway; Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, Norway
| | - Jorunn Pauline Cavanagh
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway; Center for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway
| | - Johan Bengtsson-Palme
- Division of Systems Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, SE-412 96, Sweden; Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Guldhedsgatan 10A, Gothenburg, SE-413 46, Sweden; Centre for Antibiotic Resistance Research (CARe), University of Gothenburg, Gothenburg, Sweden
| | - Veronika Kuchařová Pettersen
- Host-Microbe Interaction Research Group, Department of Medical Biology, UiT The Arctic University of Norway, Tromsø, Norway; Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway; Center for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway.
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5
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Lindstedt K, Buczek D, Pedersen T, Hjerde E, Raffelsberger N, Suzuki Y, Brisse S, Holt K, Samuelsen Ø, Sundsfjord A. Detection of Klebsiella pneumoniae human gut carriage: a comparison of culture, qPCR, and whole metagenomic sequencing methods. Gut Microbes 2022; 14:2118500. [PMID: 36045603 PMCID: PMC9450895 DOI: 10.1080/19490976.2022.2118500] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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] [Indexed: 02/04/2023] Open
Abstract
Klebsiella pneumoniae is an important opportunistic healthcare-associated pathogen and major contributor to the global spread of antimicrobial resistance. Gastrointestinal colonization with K. pneumoniae is a major predisposing risk factor for infection and forms an important hub for the dispersal of resistance. Current culture-based detection methods are time consuming, give limited intra-sample abundance and strain diversity information, and have uncertain sensitivity. Here we investigated the presence and abundance of K. pneumoniae at the species and strain level within fecal samples from 103 community-based adults by qPCR and whole metagenomic sequencing (WMS) compared to culture-based detection. qPCR demonstrated the highest sensitivity, detecting K. pneumoniae in 61.2% and 75.8% of direct-fecal and culture-enriched sweep samples, respectively, including 52/52 culture-positive samples. WMS displayed lower sensitivity, detecting K. pneumoniae in 71.2% of culture-positive fecal samples at a 0.01% abundance cutoff, and was inclined to false positives in proportion to the relative abundance of other Enterobacterales present. qPCR accurately quantified K. pneumoniae to 16 genome copies/reaction while WMS could estimate relative abundance to at least 0.01%. Quantification by both methods correlated strongly with each other (Spearman's rho = 0.91). WMS also supported accurate intra-sample K. pneumoniae sequence type (ST)-level diversity detection from fecal microbiomes to 0.1% relative abundance, agreeing with the culture-based detected ST in 16/19 samples. Our results show that qPCR and WMS are sensitive and reliable tools for detection, quantification, and strain analysis of K. pneumoniae from fecal samples with potential to support infection control and enhance insights in K. pneumoniae gastrointestinal ecology.
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Affiliation(s)
- Kenneth Lindstedt
- Department of Medical Biology, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway,CONTACT Kenneth Lindstedt
| | - Dorota Buczek
- Department of Medical Biology, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Torunn Pedersen
- Norwegian National Advisory Unit on Detection of Antimicrobial Resistance, Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, UiT the Arctic University of Norway, Tromsø, Norway
| | - Niclas Raffelsberger
- Department of Medical Biology, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway,Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, The University of Tokyo, Tokyo, Japan
| | - Sylvain Brisse
- Biodiversity and Epidemiology of Bacterial Pathogens Unit, Institut Pasteur, Université Paris Cité, Paris, France
| | - Kathryn Holt
- Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, Australia,Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Ørjan Samuelsen
- Norwegian National Advisory Unit on Detection of Antimicrobial Resistance, Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway,Department of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Arnfinn Sundsfjord
- Department of Medical Biology, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway,Norwegian National Advisory Unit on Detection of Antimicrobial Resistance, Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway,Arnfinn Sundsfjord Department of Medical Biology, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, 9038, Norway
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6
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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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7
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Sanabria AM, Janice J, Hjerde E, Simonsen GS, Hanssen AM. Shotgun-metagenomics based prediction of antibiotic resistance and virulence determinants in Staphylococcus aureus from periprosthetic tissue on blood culture bottles. Sci Rep 2021; 11:20848. [PMID: 34675288 PMCID: PMC8531021 DOI: 10.1038/s41598-021-00383-7] [Citation(s) in RCA: 4] [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] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 10/08/2021] [Indexed: 11/20/2022] Open
Abstract
Shotgun-metagenomics may give valuable clinical information beyond the detection of potential pathogen(s). Identification of antimicrobial resistance (AMR), virulence genes and typing directly from clinical samples has been limited due to challenges arising from incomplete genome coverage. We assessed the performance of shotgun-metagenomics on positive blood culture bottles (n = 19) with periprosthetic tissue for typing and prediction of AMR and virulence profiles in Staphylococcus aureus. We used different approaches to determine if sequence data from reads provides more information than from assembled contigs. Only 0.18% of total reads was derived from human DNA. Shotgun-metagenomics results and conventional method results were consistent in detecting S. aureus in all samples. AMR and known periprosthetic joint infection virulence genes were predicted from S. aureus. Mean coverage depth, when predicting AMR genes was 209 ×. Resistance phenotypes could be explained by genes predicted in the sample in most of the cases. The choice of bioinformatic data analysis approach clearly influenced the results, i.e. read-based analysis was more accurate for pathogen identification, while contigs seemed better for AMR profiling. Our study demonstrates high genome coverage and potential for typing and prediction of AMR and virulence profiles in S. aureus from shotgun-metagenomics data.
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Affiliation(s)
- Adriana Maria Sanabria
- Research Group for Host-Microbe Interaction, Department of Medical Biology, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.
| | - Jessin Janice
- Research Group for Host-Microbe Interaction, Department of Medical Biology, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
- Norwegian Advisory Unit on Detection of Antimicrobial Resistance, Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Erik Hjerde
- Centre for Bioinformatics, Department of Chemistry, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Gunnar Skov Simonsen
- Research Group for Host-Microbe Interaction, Department of Medical Biology, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
- Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Anne-Merethe Hanssen
- Research Group for Host-Microbe Interaction, Department of Medical Biology, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.
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Abstract
Background: The Tn916-Tn1545 family of Integrative Conjugative Elements (ICE) are mobile genetic elements (MGEs) that play a role in the spread of antibiotic resistance genes. The Tn916 harbors the tetracycline resistance gene tet(M) and it has been reported in various bacterial species. The increase in the levels of tetracycline resistance among oral streptococci is of great concern primarily due to the abundance of these species in the oral cavity and their ability to act as reservoirs for antibiotic resistance genes.Methods: In the current study, we screened 100 Norwegian clinical oral streptococcal isolates for the presence and diversity of the Tn916-Tn1545 family. In addition, we investigated the transferability the elements, and the associated transfer frequencies.Results: We observed that 21 isolates harboured the Tn916-Tn1545 family and that two of these elements were the novel Tn6815 and Tn6816. The most prevalent member of the Tn916 -Tn1545 family observed in the Norwegian clinical oral streptococcal isolates was the wild type Tn916.Conclusion: The detection of other members of this family of ICE and varying transfer frequencies suggests high versatility of the Tn916 element in oral streptococci in Norway.
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Affiliation(s)
- Tracy Munthali Lunde
- Department of Clinical Dentistry, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø
| | - Erik Hjerde
- bCenter for Bioinformatics, Faculty of Science and Technology, UiT the Arctic University of Norway, Tromsø, Norway
| | - Mohammed Al-Haroni
- Department of Clinical Dentistry, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø
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9
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Goll R, Johnsen PH, Hjerde E, Diab J, Valle PC, Hilpusch F, Cavanagh JP. Effects of fecal microbiota transplantation in subjects with irritable bowel syndrome are mirrored by changes in gut microbiome. Gut Microbes 2020; 12:1794263. [PMID: 32991818 PMCID: PMC7583512 DOI: 10.1080/19490976.2020.1794263] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [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] [Indexed: 02/03/2023] Open
Abstract
Irritable bowel syndrome (IBS) is a common disorder of the lower gastrointestinal tract. The pathophysiology is far from settled, but a gut microbial dysbiosis is hypothesized to be a contributing factor. We earlier published a randomized double-blind placebo-controlled clinical trial on fecal microbiota transplantation (FMT) for IBS - the REFIT trial. The present data set describes the engraftment and includes participants from the study who received active FMT; 14 participants with effect of FMT (Effect) and 8 without (No effect). Samples were collected at baseline, after 6 and 12 months. Samples from the transplants (Donor) served as a comparator. In total 66 recipient samples and 17 donor samples were subjected to deep metagenomic sequencing, and taxonomic and functional analyses were performed. Alpha diversity measures showed a significantly increased diversity and evenness in the IBS groups compared to the donors. Taxonomic profiles showed higher relative abundance of phylum Firmicutes, and lower relative abundance of phylum Bacteroidetes, compared to donors at baseline. This profile was shifted toward the donor profile following FMT. Imputed growth rates showed that the resulting growth pattern was a conglomerate of donor and recipient activity. Thirty-four functional subclasses showed distinct differences between baseline samples and donors, most of which were shifted toward a donor-like profile after FMT. All of these changes were less pronounced in the No effect group. We conclude that FMT induces long-term changes in gut microbiota, and these changes mirror the clinical effect of the treatment. The study was registered in ClinicalTrials.gov (NCT02154867).
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Affiliation(s)
- Rasmus Goll
- Research Group of Gastroenterology and Nutrition, Department of Clinical Medicine, UiT the Arctic University of Norway, Tromsø, Norway,Department of Gastroenterology, Division of Internal Medicine, University Hospital of North Norway, Tromsø, Norway,CONTACT Rasmus Goll Department of Gastroenterology, Division of Internal Medicine, University Hospital of North Norway, Tromsø, Norway
| | - Peter Holger Johnsen
- Research Group of Gastroenterology and Nutrition, Department of Clinical Medicine, UiT the Arctic University of Norway, Tromsø, Norway,Department of Internal Medicine, University Hospital of North Norway, Harstad, Norway
| | - Erik Hjerde
- Institute of Chemistry, UiT the Arctic University of Norway, Tromsø, Norway
| | - Joseph Diab
- Natural Products and Medicinal Chemistry Research Group, Department of Pharmacy, UiT the Arctic University of Norway, Tromsø, Norway
| | - Per Christian Valle
- Department of Internal Medicine, University Hospital of North Norway, Harstad, Norway
| | | | - Jorunn Pauline Cavanagh
- Pediatric Infections Group. Department of Pediatrics, University Hospital of North Norway, Tromsø, Norway,Pediatric Infections Group. Department of Clinical Medicine, UiT the Arctic University of Norway, Tromsø, Norway
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10
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Sanabria A, Hjerde E, Johannessen M, Sollid JE, Simonsen GS, Hanssen AM. Shotgun-Metagenomics on Positive Blood Culture Bottles Inoculated With Prosthetic Joint Tissue: A Proof of Concept Study. Front Microbiol 2020; 11:1687. [PMID: 32765476 PMCID: PMC7380264 DOI: 10.3389/fmicb.2020.01687] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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: 02/20/2020] [Accepted: 06/29/2020] [Indexed: 01/19/2023] Open
Abstract
Clinical metagenomics is actively moving from research to clinical laboratories. It has the potential to change the microbial diagnosis of infectious diseases, especially when detection and identification of pathogens can be challenging, such as in prosthetic joint infection (PJI). The application of metagenomic sequencing to periprosthetic joint tissue (PJT) specimens is often challenged by low bacterial load in addition to high level of inhibitor and contaminant host DNA, limiting pathogen recovery. Shotgun-metagenomics (SMg) performed directly on positive blood culture bottles (BCBs) inoculated with PJT may be a convenient approach to overcome these obstacles. The aim was to test if it is possible to perform SMg on PJT inoculated into BCBs for pathogen identification in PJI diagnosis. Our study was conducted as a laboratory method development. For this purpose, spiked samples (positive controls), negative control and clinical tissue samples (positive BCBs) were included to get a comprehensive overview. We developed a method for preparation of bacterial DNA directly from PJT inoculated in BCBs. Samples were processed using MolYsis5 kit for removal of human DNA and DNA extracted with BiOstic kit. High DNA quantity/quality was obtained, and no inhibition was observed during the library preparation, allowing further sequencing process. DNA sequencing reads obtained from the BCBs, presented a low proportion of human reads (<1%) improving the sensitivity of bacterial detection. We detected a 19-fold increase in the number of reads mapping to human in a sample untreated with MolYsis5. Taxonomic classification of clinical samples identified a median of 96.08% (IQR, 93.85-97.07%; range 85.7-98.6%) bacterial reads. Shotgun-metagenomics results were consistent with the results from a conventional BCB culture method, validating our approach. Overall, we demonstrated a proof of concept that it is possible to perform SMg directly on BCBs inoculated with PJT, with potential of pathogen identification in PJI diagnosis. We consider this a first step in research efforts needed to face the challenges presented in PJI diagnoses.
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Affiliation(s)
- Adriana Sanabria
- Research Group for Host-Microbe Interactions, Department of Medical Biology, Faculty of Health Sciences, UiT – The Arctic University of Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, Centre for Bioinformatics, UiT – The Arctic University of Norway, Tromsø, Norway
| | - Mona Johannessen
- Research Group for Host-Microbe Interactions, Department of Medical Biology, Faculty of Health Sciences, UiT – The Arctic University of Norway, Tromsø, Norway
| | - Johanna Ericson Sollid
- Research Group for Host-Microbe Interactions, Department of Medical Biology, Faculty of Health Sciences, UiT – The Arctic University of Norway, Tromsø, Norway
| | - Gunnar Skov Simonsen
- Research Group for Host-Microbe Interactions, Department of Medical Biology, Faculty of Health Sciences, UiT – The Arctic University of Norway, Tromsø, Norway
- Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Anne-Merethe Hanssen
- Research Group for Host-Microbe Interactions, Department of Medical Biology, Faculty of Health Sciences, UiT – The Arctic University of Norway, Tromsø, Norway
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11
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Flygel TT, Sovershaeva E, Claassen-Weitz S, Hjerde E, Mwaikono KS, Odland JØ, Ferrand RA, Mchugh G, Gutteberg TJ, Nicol MP, Cavanagh JP, Flægstad T. Composition of Gut Microbiota of Children and Adolescents With Perinatal Human Immunodeficiency Virus Infection Taking Antiretroviral Therapy in Zimbabwe. J Infect Dis 2020; 221:483-492. [PMID: 31549151 PMCID: PMC7457326 DOI: 10.1093/infdis/jiz473] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [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: 05/27/2019] [Accepted: 09/11/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV) infection causes impairment of the gastrointestinal barrier, with substantial depletion of CD4+ T cells in the gut. Antiretroviral therapy (ART) restores CD4+ counts and may have beneficial effects on gut microbiota in adults. Little is known about effect of long-term ART on gut microbiome in HIV-infected children. We investigated composition of gut microbiota in HIV-infected and -uninfected children and assessed associations between gut microbiota and patient characteristics. METHODS In a cross-sectional study, rectal swabs were collected from 177 HIV-infected and 103 HIV-uninfected controls. Gut microbial composition was explored using 16S ribosomal ribonucleic acid sequencing. RESULTS Human immunodeficiency virus-infected children had significantly lower alpha-diversity and higher beta-diversity compared to HIV-uninfected. No association was observed between microbiome diversity and CD4+ T-cell count, HIV viral load, or HIV-associated chronic lung disease. We found enriched levels of Corynebacterium (P < .01), Finegoldia (P < .01), and Anaerococcus (P < .01) in HIV-infected participants and enrichment of Enterobacteriaceae (P = .02) in participants with low CD4+ counts (<400 cells/mm3). Prolonged ART-treatment (≥10 years) was significantly associated with a richer gut microbiota by alpha diversity. CONCLUSIONS Human immunodeficiency virus-infected children have altered gut microbiota. Prolonged ART may restore the richness of the microbiota closer to that of HIV-uninfected children.
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Affiliation(s)
- Trym T Flygel
- Paediatric Research Group, Department of Clinical Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Evgeniya Sovershaeva
- Paediatric Research Group, Department of Clinical Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.,Department of Community Medicine, Faculty of Health Sciences, UiT- The Arctic University of Norway, Tromsø, Norway
| | - Shantelle Claassen-Weitz
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Kilaza S Mwaikono
- Computational Biology Division, Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Jon Ø Odland
- Department of Community Medicine, Faculty of Health Sciences, UiT- The Arctic University of Norway, Tromsø, Norway.,Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Rashida A Ferrand
- Biomedial Research and Training Institute, Harare, Zimbabwe.,Clinical Research Department, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Grace Mchugh
- Biomedial Research and Training Institute, Harare, Zimbabwe
| | - Tore J Gutteberg
- Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway
| | - Mark P Nicol
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.,Division of Infection and Immunity, School of Biomedical Sciences, University of Western Australia, Perth, Australia
| | - Jorunn P Cavanagh
- Paediatric Research Group, Department of Clinical Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Trond Flægstad
- Paediatric Research Group, Department of Clinical Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
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12
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Söderberg JJ, Grgic M, Hjerde E, Haugen P. Aliivibrio wodanis as a production host: development of genetic tools for expression of cold-active enzymes. Microb Cell Fact 2019; 18:197. [PMID: 31711487 PMCID: PMC6844050 DOI: 10.1186/s12934-019-1247-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 07/03/2019] [Accepted: 10/31/2019] [Indexed: 01/16/2023] Open
Abstract
Background Heterologous production of cold-adapted proteins currently represents one of the greatest bottlenecks in the ongoing bioprospecting efforts to find new enzymes from low-temperature environments, such as, the polar oceans that represent essentially untapped resources in this respect. In mesophilic expression hosts such as Escherichia coli, cold-adapted enzymes often form inactive aggregates. Therefore it is necessary to develop new low-temperature expression systems, including identification of new host organisms and complementary genetic tools. Psychrophilic bacteria, including Pseudoalteromonas haloplanktis, Shewanella and Rhodococcus erythropolis have all been explored as candidates for such applications. However to date none of these have found widespread use as efficient expression systems, or are commercially available. In the present work we explored the use of the sub-Arctic bacterium Aliivibrio wodanis as a potential host for heterologous expression of cold-active enzymes. Results We tested 12 bacterial strains, as well as available vectors, promoters and reporter systems. We used RNA-sequencing to determine the most highly expressed genes and their intrinsic promoters in A. wodanis. In addition we examined a novel 5′-fusion to stimulate protein production and solubility. Finally we tested production of a set of “difficult-to-produce” enzymes originating from various bacteria and one Archaea. Our results show that cold-adapted enzymes can be produced in soluble and active form, even in cases when protein production failed in E. coli due to the formation of inclusion bodies. Moreover, we identified a 60-bp/20-aa fragment from the 5′-end of the AW0309160_00174 gene that stimulates expression of Green Fluorescent Protein and improves production of cold-active enzymes when used as a 5′-fusion. A 25-aa peptide from the same protein enhanced secretion of a 25-aa-sfGFP fusion. Conclusions Our results indicate the use of A. wodanis and associated genetic tools for low-temperature protein production and indicate that A. wodanis represents an interesting platform for further development of a protein production system that can promote further cold-enzyme discoveries.
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Affiliation(s)
- Jenny Johansson Söderberg
- Department of Chemistry and Center for Bioinformatics (SfB) and The Norwegian Structural Biology Centre (NorStruct), Faculty of Science and Technology, UiT -The Arctic University of Norway, 9037, Tromsø, Norway
| | - Miriam Grgic
- Department of Chemistry and Center for Bioinformatics (SfB) and The Norwegian Structural Biology Centre (NorStruct), Faculty of Science and Technology, UiT -The Arctic University of Norway, 9037, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry and Center for Bioinformatics (SfB) and The Norwegian Structural Biology Centre (NorStruct), Faculty of Science and Technology, UiT -The Arctic University of Norway, 9037, Tromsø, Norway
| | - Peik Haugen
- Department of Chemistry and Center for Bioinformatics (SfB) and The Norwegian Structural Biology Centre (NorStruct), Faculty of Science and Technology, UiT -The Arctic University of Norway, 9037, Tromsø, Norway.
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13
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Pain M, Hjerde E, Klingenberg C, Cavanagh JP. Comparative Genomic Analysis of Staphylococcus haemolyticus Reveals Key to Hospital Adaptation and Pathogenicity. Front Microbiol 2019; 10:2096. [PMID: 31552006 PMCID: PMC6747052 DOI: 10.3389/fmicb.2019.02096] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [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] [Received: 04/16/2019] [Accepted: 08/26/2019] [Indexed: 12/17/2022] Open
Abstract
Staphylococcus haemolyticus is a skin commensal gaining increased attention as an emerging pathogen of nosocomial infections. However, knowledge about the transition from a commensal to an invasive lifestyle remains sparse and there is a paucity of studies comparing pathogenicity traits between commensal and clinical isolates. In this study, we used a pan-genomic approach to identify factors important for infection and hospital adaptation by exploring the genomic variability of 123 clinical isolates and 46 commensal S. haemolyticus isolates. Phylogenetic reconstruction grouped the 169 isolates into six clades with a distinct distribution of clinical and commensal isolates in the different clades. Phenotypically, multi-drug antibiotic resistance was detected in 108/123 (88%) of the clinical isolates and 5/46 (11%) of the commensal isolates (p < 0.05). In the clinical isolates, we commonly identified a homolog of the serine-rich repeat glycoproteins sraP. Additionally, three novel capsular polysaccharide operons were detected, with a potential role in S. haemolyticus virulence. Clinical S. haemolyticus isolates showed specific signatures associated with successful hospital adaption. Biofilm forming S. haemolyticus isolates that are resistant to oxacillin (mecA) and aminoglycosides (aacA-aphD) are most likely invasive isolates whereas absence of these traits strongly indicates a commensal isolate. We conclude that our data show a clear segregation of isolates of commensal origin, and specific genetic signatures distinguishing the clinical isolates from the commensal isolates. The widespread use of antimicrobial agents has probably promoted the development of successful hospital adapted clones of S. haemolyticus clones through acquisition of mobile genetic elements or beneficial point mutations and rearrangements in surface associated genes.
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Affiliation(s)
- Maria Pain
- Pediatric Infections Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT The Arcic University of Norway, Tromsø, Norway
| | - Claus Klingenberg
- Pediatric Infections Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Jorunn Pauline Cavanagh
- Pediatric Infections Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
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14
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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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15
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Le Doujet T, De Santi C, Klemetsen T, Hjerde E, Willassen NP, Haugen P. Closely-related Photobacterium strains comprise the majority of bacteria in the gut of migrating Atlantic cod (Gadus morhua). Microbiome 2019; 7:64. [PMID: 30995938 PMCID: PMC6471968 DOI: 10.1186/s40168-019-0681-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 04/05/2019] [Indexed: 05/23/2023]
Abstract
BACKGROUND The population of Atlantic cod (Gadus morhua), also known as Northeast Arctic cod, migrating Atlantic cod, or simply "skrei," lives mainly in the Barents Sea and Svalbard waters and migrates in annual cycles to the Norwegian coast in order to spawn eggs during late winter. It is the world's largest population of Atlantic cod, and the population is distinct from the Norwegian coastal cod (or "fjord" cod). Despite the biological, economic, and cultural importance of migrating Atlantic cod, current knowledge on the associated microbiota is very limited. Using shotgun metagenomics and metaproteomics approaches, we present here the gut microbiota, metagenome-assembled genomes (MAGs) of the most abundant bacterial species, DNA-based functional profile, and the metaproteome of Atlantic cod specimens caught at a spawning area in an open ocean outside of Tromsø, Norway. RESULTS Our analyses identified 268 bacterial families in DNA isolated from feces of 6 individual migrating Atlantic cod. The most abundant family was Vibrionaceae (52%; 83% if unclassified reads are excluded), with Photobacterium (genus) representing the vast majority. The recovery of metagenome-assembled genomes provided further details and suggests that several closely related Photobacterium strains from the Photobacterium phosphoreum clade are the most abundant. A genomic-based functional profiling showed that the most abundant functional subsystems are "Carbohydrates"; "Amino Acids and Derivatives"; "Protein Metabolism"; "Cofactors, Vitamins, Prosthetic, Groups, and Pigments"; and "DNA Metabolism," which is in agreement with other studies of gut microbiomes of marine organisms. Finally, the MS-based metaproteomic dataset revealed that the functional category "Protein Metabolism" is highly overrepresented (3×) when compared to the genome-based functional profile, which shows that ribosomal proteins are rich in the bacterial cytosol. CONCLUSION We present here the first study of bacterial diversity of the gut of migrating Atlantic cod using shotgun sequencing and metagenome-assembled genomes (MAGs). The most abundant bacteria belong to the Photobacterium genus (Vibrionaceae family). We also constructed functional profiles of the gut microbiome. These may be used in future studies as a platform for mining of commercially interesting cold-active enzymes.
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Affiliation(s)
- Typhaine Le Doujet
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
| | - Concetta De Santi
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
| | - Terje Klemetsen
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
| | - Nils-Peder Willassen
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
| | - Peik Haugen
- Department of Chemistry and the Center for Bioinformatics (SfB), Faculty of Science and Technology, UiT The Arctic University of Norway, N-9037 Tromsø, Norway
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16
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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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17
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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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18
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Dominguez Del Angel V, Hjerde E, Sterck L, Capella-Gutierrez S, Notredame C, Vinnere Pettersson O, Amselem J, Bouri L, Bocs S, Klopp C, Gibrat JF, Vlasova A, Leskosek BL, Soler L, Binzer-Panchal M, Lantz H. Ten steps to get started in Genome Assembly and Annotation. F1000Res 2018; 7. [PMID: 29568489 PMCID: PMC5850084 DOI: 10.12688/f1000research.13598.1] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [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: 01/19/2018] [Indexed: 12/16/2022] Open
Abstract
As a part of the ELIXIR-EXCELERATE efforts in capacity building, we present here 10 steps to facilitate researchers getting started in genome assembly and genome annotation. The guidelines given are broadly applicable, intended to be stable over time, and cover all aspects from start to finish of a general assembly and annotation project. Intrinsic properties of genomes are discussed, as is the importance of using high quality DNA. Different sequencing technologies and generally applicable workflows for genome assembly are also detailed. We cover structural and functional annotation and encourage readers to also annotate transposable elements, something that is often omitted from annotation workflows. The importance of data management is stressed, and we give advice on where to submit data and how to make your results Findable, Accessible, Interoperable, and Reusable (FAIR).
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Affiliation(s)
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, 9019, Norway
| | - Lieven Sterck
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 927, 9052 Ghent, Belgium.,VIB-UGent Center for Plant Systems Biology, Ghent University - VIB, Technologiepark 927, 9052 Ghent, Belgium
| | - Salvadors Capella-Gutierrez
- Spanish National Bioinformatics Institute (INB), Barcelona, Spain.,Barcelona Supercomputing Center (BSC), Centro Nacional de Supercomputación, Barcelona, Spain
| | - Cederic Notredame
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology , Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Olga Vinnere Pettersson
- Uppsala Genome Center, NGI/SciLifeLab, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, SE-752 37 , Sweden
| | - Joelle Amselem
- URGI, INRA, Université Paris-Saclay, Versailles, 78026, France
| | - Laurent Bouri
- Institut Français de Bioinformatique, UMS3601-CNRS, Université Paris-Saclay, Orsay, 91403, France
| | - Stephanie Bocs
- CIRAD, UMR AGAP, Montpellier, 34398, France.,AGAP, Cirad, INRA, Montpellier SupAgro, Universite Montpellier, Montpellier, France.,South Green Bioinformatics Platform, Montpellier, France
| | | | - Jean-Francois Gibrat
- Institut Français de Bioinformatique, UMS3601-CNRS, Université Paris-Saclay, Orsay, 91403, France.,Unité de recherche , INRA, Université Paris-Saclay, 78350 Jouy-en-Josas, France
| | - Anna Vlasova
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Brane L Leskosek
- Faculty of Medicine, Institute for Biostatistics and Medical Informatics, University of Ljubljana, Ljubljana, Slovenia
| | - Lucile Soler
- IMBIM/NBIS/SciLifeLab, Uppsala University, Uppsala, Sweden
| | | | - Henrik Lantz
- IMBIM/NBIS/SciLifeLab, Uppsala University, Uppsala, Sweden
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Esaiassen E, Cavanagh P, Hjerde E, Simonsen GS, Støen R, Klingenberg C. Bifidobacterium longum Subspecies infantis Bacteremia in 3 Extremely Preterm Infants Receiving Probiotics. Emerg Infect Dis 2018; 22:1664-6. [PMID: 27532215 PMCID: PMC4994345 DOI: 10.3201/eid2209.160033] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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20
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Esaiassen E, Hjerde E, Cavanagh JP, Pedersen T, Andresen JH, Rettedal SI, Støen R, Nakstad B, Willassen NP, Klingenberg C. Effects of Probiotic Supplementation on the Gut Microbiota and Antibiotic Resistome Development in Preterm Infants. Front Pediatr 2018; 6:347. [PMID: 30505830 PMCID: PMC6250747 DOI: 10.3389/fped.2018.00347] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [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] [Received: 06/29/2018] [Accepted: 10/26/2018] [Indexed: 12/15/2022] Open
Abstract
Objectives: In 2014 probiotic supplementation (Lactobacillus acidophilus and Bifidobacterium longum subspecies infantis; InfloranⓇ) was introduced as standard of care to prevent necrotizing enterocolitis (NEC) in extremely preterm infants in Norway. We aimed to evaluate the influence of probiotics and antibiotic therapy on the developing gut microbiota and antibiotic resistome in extremely preterm infants, and to compare with very preterm infants and term infants not given probiotics. Study design: A prospective, observational multicenter study in six tertiary-care neonatal units. We enrolled 76 infants; 31 probiotic-supplemented extremely preterm infants <28 weeks gestation, 35 very preterm infants 28-31 weeks gestation not given probiotics and 10 healthy full-term control infants. Taxonomic composition and collection of antibiotic resistance genes (resistome) in fecal samples, collected at 7 and 28 days and 4 months age, were analyzed using shotgun-metagenome sequencing. Results: Median (IQR) birth weight was 835 (680-945) g and 1,290 (1,150-1,445) g in preterm infants exposed and not exposed to probiotics, respectively. Two extremely preterm infants receiving probiotic developed NEC requiring surgery. At 7 days of age we found higher median relative abundance of Bifidobacterium in probiotic supplemented infants (64.7%) compared to non-supplemented preterm infants (0.0%) and term control infants (43.9%). Lactobacillus was only detected in small amounts in all groups, but the relative abundance increased up to 4 months. Extremely preterm infants receiving probiotics had also much higher antibiotic exposure, still overall microbial diversity and resistome was not different than in more mature infants at 4 weeks and 4 months. Conclusion: Probiotic supplementation may induce colonization resistance and alleviate harmful effects of antibiotics on the gut microbiota and antibiotic resistome. Clinical Trial Registration: Clinicaltrials.gov: NCT02197468. https://clinicaltrials.gov/ct2/show/NCT02197468.
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Affiliation(s)
- Eirin Esaiassen
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, Norway
| | - Jorunn Pauline Cavanagh
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
| | - Tanja Pedersen
- Department of Paediatrics, Haukeland University Hospital, Bergen, Norway
| | - Jannicke H Andresen
- Department of Neonatal Intensive Care, Oslo University Hospital, Oslo, Norway
| | - Siren I Rettedal
- Department of Paediatrics, Stavanger University Hospital, Stavanger, Norway
| | - Ragnhild Støen
- Department of Paediatrics, St. Olavs University Hospital, Trondheim, Norway.,Department of Laboratory Medicine, Children's and Women's Health, University of Science and Technology, Trondheim, Norway
| | - Britt Nakstad
- Department of Paediatric and Adolescents Medicine, Akershus University Hospital, Nordbyhagen, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Nils P Willassen
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, Norway
| | - Claus Klingenberg
- Paediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway
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21
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Vimberg V, Cavanagh JP, Benada O, Kofroňová O, Hjerde E, Zieglerová L, Balíková Novotná G. Teicoplanin resistance in Staphylococcus haemolyticus is associated with mutations in histidine kinases VraS and WalK. Diagn Microbiol Infect Dis 2017; 90:233-240. [PMID: 29246777 DOI: 10.1016/j.diagmicrobio.2017.11.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 11/09/2017] [Accepted: 11/11/2017] [Indexed: 10/18/2022]
Abstract
We investigated the genetic basis of glycopeptide resistance in laboratory-derived strains of S. haemolyticus with emphasis on differences between vancomycin and teicoplanin. The genomes of two stable teicoplanin-resistant laboratory mutants selected on vancomycin or teicoplanin were sequenced and compared to parental S. haemolyticus strain W2/124. Only the two non-synonymous mutations, VraS Q289K and WalK V550L were identified. No other mutations or genome rearrangements were detected. Increased cell wall thickness, resistance to lysostaphin-induced lysis and adaptation of cell growth rates specifically to teicoplanin were phenotypes observed in a sequenced strain with the VraS Q289K mutation. Neither of the VraS Q289K and WalK V550L mutations was present in the genomes of 121S. haemolyticus clinical isolates. However, all but two of the teicoplanin resistant strains carried non-synonymous SNPs in vraSRTU and walKR-YycHIJ operons pointing to their importance for the glycopeptide resistance.
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Affiliation(s)
- Vladimir Vimberg
- Institute of Microbiology v. v. i., The Czech Academy of Sciences, Průmyslová 595, Vestec 252 50, Czech Republic
| | - Jorunn Pauline Cavanagh
- Department of Pediatrics, University Hospital of North Norway, Sykehusvegen 38, Tromsø 9019, Norway; Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø 9037, Norway
| | - Oldřich Benada
- Institute of Microbiology v. v. i., The Czech Academy of Sciences, Vídeňská 1083, Prague 142 20, Czech Republic
| | - Olga Kofroňová
- Institute of Microbiology v. v. i., The Czech Academy of Sciences, Vídeňská 1083, Prague 142 20, Czech Republic
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Sykhusvegen 23, Tromsø 9019, Norway
| | - Leona Zieglerová
- Institute of Microbiology v. v. i., The Czech Academy of Sciences, Průmyslová 595, Vestec 252 50, Czech Republic
| | - Gabriela Balíková Novotná
- Institute of Microbiology v. v. i., The Czech Academy of Sciences, Průmyslová 595, Vestec 252 50, Czech Republic.
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22
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Casabona MG, Kneuper H, Alferes de Lima D, Harkins CP, Zoltner M, Hjerde E, Holden MTG, Palmer T. Haem-iron plays a key role in the regulation of the Ess/type VII secretion system of Staphylococcus aureus RN6390. Microbiology (Reading) 2017; 163:1839-1850. [PMID: 29171824 PMCID: PMC5845736 DOI: 10.1099/mic.0.000579] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The Staphylococcus aureus type VII protein secretion system (T7SS) plays important roles in virulence and intra-species competition. Here we show that the T7SS in strain RN6390 is activated by supplementing the growth medium with haemoglobin, and its cofactor haemin (haem B). Transcript analysis and secretion assays suggest that activation by haemin occurs at a transcriptional and a post-translational level. Loss of T7 secretion activity by deletion of essC results in upregulation of genes required for iron acquisition. Taken together these findings suggest that the T7SS plays a role in iron homeostasis in at least some S. aureus strains.
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Affiliation(s)
- M Guillermina Casabona
- Division of Molecular Microbiology School of Life Sciences, University of Dundee, Dundee, UK
| | - Holger Kneuper
- Division of Molecular Microbiology School of Life Sciences, University of Dundee, Dundee, UK
| | - Daniela Alferes de Lima
- Division of Molecular Microbiology School of Life Sciences, University of Dundee, Dundee, UK
| | | | - Martin Zoltner
- Division of Molecular Microbiology School of Life Sciences, University of Dundee, Dundee, UK
| | - Erik Hjerde
- Department of Chemistry, Arctic University of Norway, Tromsø, Norway
| | | | - Tracy Palmer
- Division of Molecular Microbiology School of Life Sciences, University of Dundee, Dundee, UK
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23
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Thode SK, Bækkedal C, Söderberg JJ, Hjerde E, Hansen H, Haugen P. Construction of a fur null mutant and RNA-sequencing provide deeper global understanding of the Aliivibrio salmonicida Fur regulon. PeerJ 2017; 5:e3461. [PMID: 28717590 PMCID: PMC5511505 DOI: 10.7717/peerj.3461] [Citation(s) in RCA: 5] [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: 01/09/2017] [Accepted: 05/24/2017] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The ferric uptake regulator (Fur) is a transcription factor and the main regulator of iron acquisition in prokaryotes. When bound to ferric iron, Fur recognizes its DNA binding site and generally executes its function by repressing transcription of its target genes. Due to its importance in virulence, the Fur regulon is well studied for several model bacteria. In our previous work, we used computational predictions and microarray to gain insights into Fur-regulation in Aliivibrio salmonicida, and have identified a number of genes and operons that appear to be under direct control of Fur. To provide a more accurate and deeper global understanding of the biological role of Fur we have now generated an A. salmonicida fur knock-out strain and used RNA-sequencing to compare gene expression between the wild-type and fur null mutant strains. RESULTS An A. salmonicida fur null mutant strain was constructed. Biological assays demonstrate that deletion of fur results in loss of fitness, with reduced growth rates, and reduced abilities to withstand low-iron conditions, and oxidative stress. When comparing expression levels in the wild-type and the fur null mutant we retrieved 296 differentially expressed genes distributed among 18 of 21 functional classes of genes. A gene cluster encoding biosynthesis of the siderophore bisucaberin represented the highest up-regulated genes in the fur null mutant. Other highly up-regulated genes all encode proteins important for iron acquisition. Potential targets for the RyhB sRNA was predicted from the list of down-regulated genes, and significant complementarities were found between RyhB and mRNAs of the fur, sodB, cysN and VSAL_I0422 genes. Other sRNAs with potential functions in iron homeostasis were identified. CONCLUSION The present work provides by far the most comprehensive and deepest understanding of the Fur regulon in A. salmonicida to date. Our data also contribute to a better understanding of how Fur plays a key role in iron homeostasis in bacteria in general, and help to show how Fur orchestrates iron uptake when iron levels are extremely low.
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Affiliation(s)
- Sunniva Katharina Thode
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
| | - Cecilie Bækkedal
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
| | - Jenny Johansson Söderberg
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
| | - Hilde Hansen
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
| | - Peik Haugen
- Department of Chemistry and The Norwegian Structural Biology Centre, Faculty of Science and Technology, UiTThe Arctic University of Norway, Tromsø, Norway
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24
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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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Williamson A, De Santi C, Altermark B, Karlsen C, Hjerde E. Complete genome sequence of Halomonas sp. R5-57. Stand Genomic Sci 2016; 11:62. [PMID: 27610212 PMCID: PMC5015195 DOI: 10.1186/s40793-016-0192-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [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: 02/26/2016] [Accepted: 08/31/2016] [Indexed: 08/23/2023] Open
Abstract
The marine Arctic isolate Halomonas sp. R5-57 was sequenced as part of a bioprospecting project which aims to discover novel enzymes and organisms from low-temperature environments, with potential uses in biotechnological applications. Phenotypically, Halomonas sp. R5-57 exhibits high salt tolerance over a wide range of temperatures and has extra-cellular hydrolytic activities with several substrates, indicating it secretes enzymes which may function in high salinity conditions. Genome sequencing identified the genes involved in the biosynthesis of the osmoprotectant ectoine, which has applications in food processing and pharmacy, as well as those involved in production of polyhydroxyalkanoates, which can serve as precursors to bioplastics. The percentage identity of these biosynthetic genes from Halomonas sp. R5-57 and current production strains varies between 99 % for some to 69 % for others, thus it is plausible that R5-57 may have a different production capacity to currently used strains, or that in the case of PHAs, the properties of the final product may vary. Here we present the finished genome sequence (LN813019) of Halomonas sp. R5-57 which will facilitate exploitation of this bacterium; either as a whole-cell production host, or by recombinant expression of its individual enzymes.
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Affiliation(s)
- Adele Williamson
- Department of Chemistry, UiT- The Arctic University of Norway, N-9019 Tromsø, Norway
| | - Concetta De Santi
- Department of Chemistry, UiT- The Arctic University of Norway, N-9019 Tromsø, Norway
| | - Bjørn Altermark
- Department of Chemistry, UiT- The Arctic University of Norway, N-9019 Tromsø, Norway
| | - Christian Karlsen
- Department of Chemistry, UiT- The Arctic University of Norway, N-9019 Tromsø, Norway ; Division of Aquaculture, Nofima AS, PO Box 210, Ås, N-1431 Norway
| | - Erik Hjerde
- Department of Chemistry, UiT- The Arctic University of Norway, N-9019 Tromsø, Norway
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Williamson A, Hjerde E, Kahlke T. Analysis of the distribution and evolution of the ATP-dependent DNA ligases of bacteria delineates a distinct phylogenetic group 'Lig E'. Mol Microbiol 2015; 99:274-90. [PMID: 26412580 DOI: 10.1111/mmi.13229] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2015] [Indexed: 12/01/2022]
Abstract
Prior to the discovery of a minimal ATP-dependent DNA ligase in Haemophilus influenzae, bacteria were thought to only possess a NAD-dependent ligase, which was involved in sealing of Okazaki fragments. We now know that a diverse range of bacterial species possess up to six of these accessory bacterial ATP-dependent DNA ligases (b-ADLs), which vary in size and enzymatic domain associations. Here we compare the domain structure of different types of b-ADLs and investigate their distribution among the bacterial domain to describe possible evolutionary trajectories that gave rise to the sequence and structural diversity of these enzymes. Previous biochemical and genetic analyses have delineated three main classes of these enzymes: Lig B, Lig C and Lig D, which appear to have descended from a common ancestor within the bacterial domain. In the present study, we delineate a fourth group of b-ADLs, Lig E, which possesses a number of unique features at the primary and tertiary structural levels. The biochemical characteristics, domain structure and inferred extracellular location sets this group apart from the other b-ADLs. The results presented here indicate that the Lig E type ligases were horizontally transferred into bacteria in a separate event from other b-ADLs possibly from a bacteriophage.
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Affiliation(s)
- Adele Williamson
- Department of Chemistry, University of Tromsø, N-9019, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, University of Tromsø, N-9019, Tromsø, Norway
| | - Tim Kahlke
- CSIRO Oceans and Atmosphere Flagship, Castray Esplanade, Hobart, TAS, 7000, Australia
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27
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Holm KO, Nilsson K, Hjerde E, Willassen NP, Milton DL. Complete genome sequence of Vibrio anguillarum strain NB10, a virulent isolate from the Gulf of Bothnia. Stand Genomic Sci 2015; 10:60. [PMID: 26380645 PMCID: PMC4572688 DOI: 10.1186/s40793-015-0060-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [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: 10/16/2014] [Accepted: 08/17/2015] [Indexed: 11/12/2022] Open
Abstract
Vibrio anguillarum causes a fatal hemorrhagic septicemia in marine fish that leads to great economical losses in aquaculture world-wide. Vibrio anguillarum strain NB10 serotype O1 is a Gram-negative, motile, curved rod-shaped bacterium, isolated from a diseased fish on the Swedish coast of the Gulf of Bothnia, and is slightly halophilic. Strain NB10 is a virulent isolate that readily colonizes fish skin and intestinal tissues. Here, the features of this bacterium are described and the annotation and analysis of its complete genome sequence is presented. The genome is 4,373,835 bp in size, consists of two circular chromosomes and one plasmid, and contains 3,783 protein-coding genes and 129 RNA genes.
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Affiliation(s)
- Kåre Olav Holm
- />Department of Chemistry, Faculty of Science and Technology, UiT: The Arctic University of Norway, 9037 Tromsø, NO Norway
| | - Kristina Nilsson
- />Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Department of Molecular Biology, 901 87 Umeå, SE Sweden
| | - Erik Hjerde
- />Department of Chemistry, Faculty of Science and Technology, UiT: The Arctic University of Norway, 9037 Tromsø, NO Norway
| | - Nils-Peder Willassen
- />Department of Chemistry, Faculty of Science and Technology, UiT: The Arctic University of Norway, 9037 Tromsø, NO Norway
| | - Debra L. Milton
- />Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Department of Molecular Biology, 901 87 Umeå, SE Sweden
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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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Kashulin A, Sørum H, Hjerde E, Willassen NP. IS elements in Aliivibrio salmonicida LFI1238: Occurrence, variability and impact on adaptability. Gene 2015; 554:40-9. [DOI: 10.1016/j.gene.2014.10.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Revised: 08/13/2014] [Accepted: 10/08/2014] [Indexed: 11/29/2022]
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Cavanagh JP, Hjerde E, Holden MTG, Kahlke T, Klingenberg C, Flægstad T, Parkhill J, Bentley SD, Sollid JUE. Whole-genome sequencing reveals clonal expansion of multiresistant Staphylococcus haemolyticus in European hospitals. J Antimicrob Chemother 2014; 69:2920-7. [PMID: 25038069 PMCID: PMC4195474 DOI: 10.1093/jac/dku271] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [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] [Indexed: 11/13/2022] Open
Abstract
Objectives Staphylococcus haemolyticus is an emerging cause of nosocomial infections, primarily affecting immunocompromised patients. A comparative genomic analysis was performed on clinical S. haemolyticus isolates to investigate their genetic relationship and explore the coding sequences with respect to antimicrobial resistance determinants and putative hospital adaptation. Methods Whole-genome sequencing was performed on 134 isolates of S. haemolyticus from geographically diverse origins (Belgium, 2; Germany, 10; Japan, 13; Norway, 54; Spain, 2; Switzerland, 43; UK, 9; USA, 1). Each genome was individually assembled. Protein coding sequences (CDSs) were predicted and homologous genes were categorized into three types: Type I, core genes, homologues present in all strains; Type II, unique core genes, homologues shared by only a subgroup of strains; and Type III, unique genes, strain-specific CDSs. The phylogenetic relationship between the isolates was built from variable sites in the form of single nucleotide polymorphisms (SNPs) in the core genome and used to construct a maximum likelihood phylogeny. Results SNPs in the genome core regions divided the isolates into one major group of 126 isolates and one minor group of isolates with highly diverse genomes. The major group was further subdivided into seven clades (A–G), of which four (A–D) encompassed isolates only from Europe. Antimicrobial multiresistance was observed in 77.7% of the collection. High levels of homologous recombination were detected in genes involved in adherence, staphylococcal host adaptation and bacterial cell communication. Conclusions The presence of several successful and highly resistant clones underlines the adaptive potential of this opportunistic pathogen.
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Affiliation(s)
- Jorunn Pauline Cavanagh
- Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Erik Hjerde
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - Tim Kahlke
- Department of Chemistry, Norstruct, UiT The Arctic University of Norway, Tromsø, Norway
| | - Claus Klingenberg
- Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Trond Flægstad
- Department of Paediatrics, University Hospital of North Norway, Tromsø, Norway Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - Stephen D Bentley
- The Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK Department of Medicine, University of Cambridge, Addenbrookes Hospital, Hills Road, Cambridge CB2 0SP, UK
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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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Ahmad R, Hansen GÅ, Hansen H, Hjerde E, Pedersen HL, Paulsen SM, Nyrud MLJ, Strauss A, Willassen NP, Haugen P. Prediction, Microarray and Northern Blot Analyses Identify New Intergenic Small RNAs in Aliivibrio salmonicida. J Mol Microbiol Biotechnol 2012; 22:352-60. [DOI: 10.1159/000345769] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Bjornsdottir B, Hjerde E, Bragason BT, Gudmundsdottir T, Willassen NP, Gudmundsdottir BK. Identification of type VI secretion systems in Moritella viscosa. Vet Microbiol 2012; 158:436-42. [PMID: 22425489 DOI: 10.1016/j.vetmic.2012.02.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2011] [Revised: 02/18/2012] [Accepted: 02/20/2012] [Indexed: 10/28/2022]
Abstract
The study describes the identification of type VI secretion systems (T6SSs) in Moritella viscosa, the aetiological agent of winter ulcer disease. Despite the availability of commercial vaccines, M. viscosa causes significant financial losses in salmonid farming. The T6SS transports bacterial proteins from the cell into the environment or directly into host cells, and has been implicated with bacterial virulence. The aim of the study was to identify potential T6SSs in M. viscosa and to determine whether it possesses active T6S, providing further insight into the biology of the bacterium. The genome of M. viscosa 06/09/139 was screened for homology with known T6SS encoding genes. Two genetically distinct loci, termed Moritella Type Six Secretion 1 and 2 (mts1 and mts2), were identified as encoding putative T6SSs. Each locus contained known T6S core genes. The mts2 locus contained species specific genes, some of which have not previously been connected with T6S. The mts1 locus showed sequence homology and synteny to T6SSs of the fish pathogen Aliivibrio salmonicida and a non-pathogenic Moritella sp. PE36. The mts2 locus was more similar to a Vibrio parahaemolyticus T6SS. A functional T6SS was confirmed through identification of secreted Mts1-M, a hemolysin coregulated protein (Hcp) which is a part of the secretion system. Both virulent and avirulent M. viscosa isolates expressed two genes encoding Hcp, mts1-M and mts2-M. The results show that M. viscosa has a functional T6S, but the role of the secretion system and possible connections with virulence need further examination.
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Affiliation(s)
- Bryndis Bjornsdottir
- Institute for Experimental Pathology, University of Iceland, Keldur v/Vesturlandsveg, 112 Reykjavik, Iceland
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Lindell K, Fahlgren A, Hjerde E, Willassen NP, Fällman M, Milton DL. Lipopolysaccharide O-antigen prevents phagocytosis of Vibrio anguillarum by rainbow trout (Oncorhynchus mykiss) skin epithelial cells. PLoS One 2012; 7:e37678. [PMID: 22662189 PMCID: PMC3360773 DOI: 10.1371/journal.pone.0037678] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Accepted: 04/26/2012] [Indexed: 01/05/2023] Open
Abstract
Colonization of host tissues is a first step taken by many pathogens during the initial stages of infection. Despite the impact of bacterial disease on wild and farmed fish, only a few direct studies have characterized bacterial factors required for colonization of fish tissues. In this study, using live-cell and confocal microscopy, rainbow trout skin epithelial cells, the main structural component of the skin epidermis, were demonstrated to phagocytize bacteria. Mutant analyses showed that the fish pathogen Vibrio anguillarum required the lipopolysaccharide O-antigen to evade phagocytosis and that O-antigen transport required the putative wzm-wzt-wbhA operon, which encodes two ABC polysaccharide transporter proteins and a methyltransferase. Pretreatment of the epithelial cells with mannose prevented phagocytosis of V. anguillarum suggesting that a mannose receptor is involved in the uptake process. In addition, the O-antigen transport mutants could not colonize the skin but they did colonize the intestines of rainbow trout. The O-antigen polysaccharides were also shown to aid resistance to the antimicrobial factors, lysozyme and polymyxin B. In summary, rainbow trout skin epithelial cells play a role in the fish innate immunity by clearing bacteria from the skin epidermis. In defense, V. anguillarum utilizes O-antigen polysaccharides to evade phagocytosis by the epithelial cells allowing it to colonize rapidly fish skin tissues.
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Affiliation(s)
- Kristoffer Lindell
- Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Anna Fahlgren
- Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Erik Hjerde
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Tromsø, Norway
| | - Nils-Peder Willassen
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Tromsø, Norway
| | - Maria Fällman
- Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Debra L. Milton
- Department of Molecular Biology, Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
- Southern Research Institute, Birmingham, Alabama, United States of America
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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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Hansen GA, Ahmad R, Hjerde E, Fenton CG, Willassen NP, Haugen P. Expression profiling reveals Spot 42 small RNA as a key regulator in the central metabolism of Aliivibrio salmonicida. BMC Genomics 2012; 13:37. [PMID: 22272603 PMCID: PMC3295665 DOI: 10.1186/1471-2164-13-37] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [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: 09/08/2011] [Accepted: 01/24/2012] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Spot 42 was discovered in Escherichia coli nearly 40 years ago as an abundant, small and unstable RNA. Its biological role has remained obscure until recently, and is today implicated in having broader roles in the central and secondary metabolism. Spot 42 is encoded by the spf gene. The gene is ubiquitous in the Vibrionaceae family of gamma-proteobacteria. One member of this family, Aliivibrio salmonicida, causes cold-water vibriosis in farmed Atlantic salmon. Its genome encodes Spot 42 with 84% identity to E. coli Spot 42. RESULTS We generated a A. salmonicida spf deletion mutant. We then used microarray and Northern blot analyses to monitor global effects on the transcriptome in order to provide insights into the biological roles of Spot 42 in this bacterium. In the presence of glucose, we found a surprisingly large number of ≥ 2X differentially expressed genes, and several major cellular processes were affected. A gene encoding a pirin-like protein showed an on/off expression pattern in the presence/absence of Spot 42, which suggests that Spot 42 plays a key regulatory role in the central metabolism by regulating the switch between fermentation and respiration. Interestingly, we discovered an sRNA named VSsrna24, which is encoded immediately downstream of spf. This new sRNA has an expression pattern opposite to that of Spot 42, and its expression is repressed by glucose. CONCLUSIONS We hypothesize that Spot 42 plays a key role in the central metabolism, in part by regulating the pyruvat dehydrogenase enzyme complex via pirin.
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Affiliation(s)
- Geir A Hansen
- Department of chemistry, Faculty of science and technology, University of Tromsø, N-9037, Tromsø, Norway
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Weber B, Lindell K, El Qaidi S, Hjerde E, Willassen NP, Milton DL. The phosphotransferase VanU represses expression of four qrr genes antagonizing VanO-mediated quorum-sensing regulation in Vibrio anguillarum. Microbiology (Reading) 2011; 157:3324-3339. [PMID: 21948044 PMCID: PMC3352281 DOI: 10.1099/mic.0.051011-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Vibrio anguillarum utilizes quorum sensing to regulate stress responses required for survival in the aquatic environment. Like other Vibrio species, V. anguillarum contains the gene qrr1, which encodes the ancestral quorum regulatory RNA Qrr1, and phosphorelay quorum-sensing systems that modulate the expression of small regulatory RNAs (sRNAs) that destabilize mRNA encoding the transcriptional regulator VanT. In this study, three additional Qrr sRNAs were identified. All four sRNAs were positively regulated by σ54 and the σ54-dependent response regulator VanO, and showed a redundant activity. The Qrr sRNAs, together with the RNA chaperone Hfq, destabilized vanT mRNA and modulated expression of VanT-regulated genes. Unexpectedly, expression of all four qrr genes peaked at high cell density, and exogenously added N-acylhomoserine lactone molecules induced expression of the qrr genes at low cell density. The phosphotransferase VanU, which phosphorylates and activates VanO, repressed expression of the Qrr sRNAs and stabilized vanT mRNA. A model is presented proposing that VanU acts as a branch point, aiding cross-regulation between two independent phosphorelay systems that activate or repress expression of the Qrr sRNAs, giving flexibility and precision in modulating VanT expression and inducing a quorum-sensing response to stresses found in a constantly changing aquatic environment.
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Affiliation(s)
- Barbara Weber
- Department of Molecular Biology, Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå SE-901 87, Sweden
| | - Kristoffer Lindell
- Department of Molecular Biology, Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå SE-901 87, Sweden
| | - Samir El Qaidi
- Department of Molecular Biology, Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå SE-901 87, Sweden
| | - Erik Hjerde
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Tromsø 9037, Norway
| | - Nils-Peder Willassen
- Department of Chemistry, Faculty of Science and Technology, University of Tromsø, Tromsø 9037, Norway
| | - Debra L Milton
- Department of Molecular Biology, Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå SE-901 87, Sweden
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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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Ahmad R, Hjerde E, Hansen GÅ, Haugen P, Willassen NP. Prediction and Experimental Testing of Ferric Uptake Regulator Regulons in Vibrios. J Mol Microbiol Biotechnol 2008; 16:159-68. [DOI: 10.1159/000128322] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Thorvaldsen S, Hjerde E, Fenton C, Willassen NP. Molecular characterization of cold adaptation based on ortholog protein sequences from Vibrionaceae species. Extremophiles 2007; 11:719-32. [PMID: 17576517 DOI: 10.1007/s00792-007-0093-y] [Citation(s) in RCA: 18] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2006] [Accepted: 05/15/2007] [Indexed: 10/23/2022]
Abstract
A set of 298 protein families from psychrophilic Vibrio salmonicida was compiled to identify genotypic characteristics that discern it from orthologous sequences from the mesophilic Vibrio/Photobacterium branch of the gamma-Proteobacteria (Vibrionaceae family). In our comparative exploration we employed alignment based bioinformatical and statistical methods. Interesting information was found in the substitution matrices, and the pattern of asymmetries in the amino acid substitution process. Together with the compositional difference, they identified the amino acids Ile, Asn, Ala and Gln as those having the most psycrophilic involvement. Ile and Asn are enhanced whereas Gln and Ala are suppressed. The inflexible Pro residue is also suppressed in loop regions, as expected in a flexible structure. The dataset were also classified and analysed according to the predicted subcellular location, and we made an additional study of 183 intracellular and 65 membrane proteins. Our results revealed that the psychrophilic proteins have similar hydrophobic and charge contributions in the core of the protein as mesophilic proteins, while the solvent-exposed surface area is significantly more hydrophobic. In addition, the psychrophilic intracellular (but not the membrane) proteins are significantly more negatively charged at the surface. Our analysis supports the hypothesis of preference for more flexible amino acids at the molecular surface. Life in cold climate seems to be obtained through many minor structural modifications rather than certain amino acids substitutions.
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Affiliation(s)
- Steinar Thorvaldsen
- Department of Mathematics and Statistics, Faculty of Science, University of Tromsø, 9037, Tromsø, Norway.
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Hjerde E, Dahl SG, Sylte I. Atypical and typical antipsychotic drug interactions with the dopamine D2 receptor. Eur J Med Chem 2005; 40:185-94. [PMID: 15694653 DOI: 10.1016/j.ejmech.2004.10.010] [Citation(s) in RCA: 25] [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: 04/01/2004] [Revised: 09/27/2004] [Accepted: 10/15/2004] [Indexed: 11/21/2022]
Abstract
A model of the dopamine D2 receptor was used to study the receptor interactions of dopamine, the typical antipsychotics haloperidol and loxapine, and the atypical antipsychotics clozapine and melperone. The atypical antipsychotics interacted with the halogen atom of the ring system in the direction of the transmembrane helices (TMHs) 2, 3 and 7, while the typical had the corresponding halogen atom in the direction of TMH5. Molecular dynamics simulations indicated that the average helical displacement upon binding increased in the order: typical < atypical < dopamine. Upon binding, the atypical induced larger displacements into TMH5 than did the typical. The typical had stronger non-bonded interactions with the receptor than had the atypical, which is in agreement with the experimental observation that the atypical antipsychotic drugs dissociate faster from the receptor than the typical antipsychotic drugs.
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Affiliation(s)
- Erik Hjerde
- Department of Pharmacology, Institute of Medical Biology, University of Tromsø, N-9037 Tromsø, Norway
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