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Juhas M. Multidrug-Resistant Bacteria. BRIEF LESSONS IN MICROBIOLOGY 2023:65-77. [DOI: 10.1007/978-3-031-29544-7_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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Juhas M. Gene Transfer. BRIEF LESSONS IN MICROBIOLOGY 2023:51-63. [DOI: 10.1007/978-3-031-29544-7_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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Viability-Resolved Metagenomics Reveals Antagonistic Colonization Dynamics of Staphylococcus epidermidis Strains on Preterm Infant Skin. mSphere 2021; 6:e0053821. [PMID: 34523979 PMCID: PMC8550141 DOI: 10.1128/msphere.00538-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Preterm infants are at increased risk of infections caused by coagulase-negative staphylococci (CoNS) that colonize skin. Technical barriers in sequencing low-microbial-biomass skin swabs from preterm infants hinder attempts to gain a strain-level understanding of CoNS colonization dynamics within their developing skin microbiome. Here, the microbiome of five skin sites and available stool was studied from four preterm infants hospitalized over their first 2 months of life. We used propidium monoazide treatment of samples to enrich for the viable microbiome and metagenomic shotgun sequencing to resolve species and strains. The microbiome of different skin sites overlapped with each other, was dominated by the CoNS species Staphylococcus epidermidis and Staphylococcus capitis, and was distinct from stool. Species diversity on skin increased over time despite antibiotic exposure. Evidence of antagonism between the most common S. epidermidis strains, ST2 and ST59, included negative relationships for species correlation networks and in situ replication rates and that ST2 colonized skin earlier but was often replaced by ST59 over time. Experiments done with reference isolates showed that ST2 produced more biofilm than ST59 on plastic surfaces, which was reduced in mixed culture. We also discovered that a rare S. epidermidis strain, ST5, grew rapidly in stool in association with Stenotrophomonas maltophilia from a suspected episode of infection. Viability treatment of samples and moderate throughput shotgun sequencing provides strain-level information about CoNS colonization dynamics of preterm infant skin that ultimately might be exploited to prevent infections. IMPORTANCE The skin is a habitat for microbes that commonly infect preterm infants, but the use of sequencing for fine-scale study of the microbial communities of skin that develop in these infants has been limited by technical barriers. We treated skin swabs of preterm infants with a photoreactive dye that eliminates DNA from nonviable microbes and then sequenced the remaining DNA. We found that two strains of the most common species, Staphylococcus epidermidis, showed an antagonistic relationship on skin by cooccurring with different species, replicating fastest in different samples, and dominating skin sites at different times. Representatives of these strains also differed in their ability to stick to plastic surfaces—an important pathogenicity trait of this species. Our study shows the feasibility of gaining detailed information about strain colonization dynamics from this difficult-to-sequence body site of preterm infants, which might be used to guide novel approaches to prevent infections.
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Sabat AJ, Bathoorn E, Becker K, Akkerboom V, Miskoski M, Durfee T, Friedrich AW. Staphylococcal cassette chromosome mec containing a novel mec gene complex, B4. J Antimicrob Chemother 2021; 76:1986-1990. [PMID: 33993306 PMCID: PMC8283725 DOI: 10.1093/jac/dkab154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 04/08/2021] [Indexed: 11/24/2022] Open
Abstract
Objectives To describe a new subclass of mec class B complex identified in Staphylococcus epidermidis. Methods Four S. epidermidis isolates obtained from bloodstream infections in patients at University Medical Center Groningen (UMCG) were analysed by phenotypic antibiotic susceptibility testing and WGS. Results Sequence analysis revealed a new staphylococcal cassette chromosome mec (SCCmec) structure in isolate UMCG335. In this structure, plasmid pUB110 was found to be integrated into SCCmec IVc, creating a new SCCmec subtype, IVUMCG335. SCCmec IVc and a copy of plasmid pUB110 were found in other isolates, UMCG364 and UMCG341, respectively, indicating a probability that SCCmec IVUMCG335 could have evolved at the UMCG. SCCmec of UMCG337 contained a new genetic organization of the mec complex (IS431-ΔmecR1-mecA-IS431-pUB110-IS431-ψIS1272) that we have named B4. This new subclass of mec class B complex originated by IS431-mediated inversion of the DNA segment encompassing the plasmid and most of the genes of the mec complex with the exception of IS1272. As the SCCmec organization in UMCG337 differed by the inversion of an ∼10 kb sequence compared with SCCmec IVUMCG335, we have named it SCCmec subtype IVUMCG337. Isolates UMCG335 and UMCG337 carrying SCCmec IVUMCG335 and IVUMCG337, respectively, were associated with a restriction-modification system and a CRISPR-Cas system, creating a composite island of almost 70 kb. Conclusions Our findings highlight the importance of IS431 in the evolution of the SCCmec region. The increasing genetic diversity identified in the SCCmec elements imposes a great challenge for SCCmec typing methods and highlights possible difficulties with the SCCmec nomenclature.
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Affiliation(s)
- Artur J Sabat
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, The Netherlands
| | - Erik Bathoorn
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, The Netherlands
| | - Karsten Becker
- Friedrich Loeffler-Institute of Medical Microbiology, University Medicine Greifswald, Greifswald, Germany
| | - Viktoria Akkerboom
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, The Netherlands
| | | | | | - Alexander W Friedrich
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, The Netherlands
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Yang X, Zhao J, Wang Y, Wu J, Wang X, Wang Y, Zhang Y, Li H. Molecular Epidemiology of Methicillin-Resistant Staphylococcus aureus in Hospitalized Patients in Eastern Heilongjiang Province, China. Infect Drug Resist 2021; 14:1635-1643. [PMID: 33953574 PMCID: PMC8089471 DOI: 10.2147/idr.s307856] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 04/14/2021] [Indexed: 12/30/2022] Open
Abstract
Background Recently, owing to antibiotic resistance, the incidence of methicillin-resistant Staphylococcus aureus (MRSA) colonization among intensive care unit (ICU) patients has increased rapidly. So far, there are few studies on active screening of MRSA. The purpose of the current study was to verify the effectiveness of active screening and analyze the molecular epidemiological characteristics of MRSA in the region. Methods We collected 30 samples of the MRSA strains from a tertiary hospital in the Eastern Heilongjiang Province. Among them, 7 were retrieved through nasal vestibular swabs at the emergency ICU and 23 were obtained from clinical specimens. Additionally, relevant patient medical information was examined retrospectively and molecular epidemiology and risk factor analysis for MRSA were performed. Results Molecular epidemiology studies revealed that all strains of bacteria carried the mecA resistance gene. The Panton Valentine leukocidin (PVL), for instance, was detected at a rate of 13.33% (4/30). The Staphylococcus aureus protein A (spa) types, found amongst our samples, were mainly t324, t437, t034, etc., and we discovered a new spa type t19702. We also revealed 3 types of SCCmec, namely, SCCmec type II, SCCmec type IVa, and SCCmec type V, with the most prevalent clonotypes being ST72 and ST59. In addition, we also found 7 new ST types, namely, ST6567, ST6568, ST6569, ST6570, ST6571, ST6572, and ST6573. Using risk factor analysis, we also demonstrated that long, invasive procedures used in the ICU, such as tracheal intubation and ventilator usage, along with patients with cerebral infarction and other embolism are more susceptible to developing MRSA colonization and further infections. Conclusion We recommend the infection control department within hospitals to actively screen for MRSA and perform risk factor analysis in order to establish accurate preventive measures for controlling MRSA spread.
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Affiliation(s)
- Xueying Yang
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Jing Zhao
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Yong Wang
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Jian Wu
- Department of Biochemistry, Jiamusi Maternal and Child Health Hospital, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Xiaohong Wang
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Yuchao Wang
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Yiru Zhang
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
| | - Huiling Li
- Department of Microbiology, The First Affiliated Hospital of Jiamusi University, Jiamusi, 154002, Heilongjiang, People's Republic of China
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Sousa M, Silva N, Borges V, P Gomes J, Vieira L, Caniça M, Torres C, Igrejas G, Poeta P. MRSA CC398 recovered from wild boar harboring new SCCmec type IV J3 variant. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 722:137845. [PMID: 32199375 DOI: 10.1016/j.scitotenv.2020.137845] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 03/02/2020] [Accepted: 03/09/2020] [Indexed: 06/10/2023]
Abstract
A methicillin-resistant Staphylococcus aureus CC398 was recovered from a wild female boar (Sus scrofa) in the north of Portugal, in 2013 (Sousa et al. 2017). Whole genome sequencing (WGS) revealed this strain carries a new variant of a mecA-containing staphylococcal chromosomal gene cassette (SCCmec) type IV with an uncommon J3 region. WGS studies can facilitate surveillance and provide more detailed characterization of bacterial clones circulating in the wild, reinforcing the need for a one health perspective to better understand and control antimicrobial resistance.
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Affiliation(s)
- Margarida Sousa
- MicroART - Microbiology and Antibiotic Resistance Team, Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal; Veterinary and Animal Science Research Center (CECAV), UTAD, Vila Real, Portugal; Functional Genomics and Proteomics Unit, UTAD, Vila Real, Portugal; National Reference Laboratory of Antibiotic Resistances and Healthcare Associated Infections (NRL-AR-HAI), National Institute of Health Dr. Ricardo Jorge (NIH), Lisbon, Portugal; Department of Food and Agriculture, Area of Biochemistry and Molecular Biology, University of La Rioja, Logroño, Spain
| | - Nuno Silva
- Moredun Research Institute (MRI), Pentlands Science Park, Bush Loan, Penicuik, Scotland, UK
| | - Vítor Borges
- Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Dr. Ricardo Jorge, Lisbon, Portugal
| | - João P Gomes
- Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Dr. Ricardo Jorge, Lisbon, Portugal
| | - Luís Vieira
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health, Lisbon, Portugal
| | - Manuela Caniça
- National Reference Laboratory of Antibiotic Resistances and Healthcare Associated Infections (NRL-AR-HAI), National Institute of Health Dr. Ricardo Jorge (NIH), Lisbon, Portugal; Centre for the Study of Animal Sciences (CECA/ICETA), University of Oporto, Oporto, Portugal
| | - Carmen Torres
- Department of Food and Agriculture, Area of Biochemistry and Molecular Biology, University of La Rioja, Logroño, Spain
| | - Gilberto Igrejas
- Functional Genomics and Proteomics Unit, UTAD, Vila Real, Portugal; Department of Genetics and Biotechnology, UTAD, Vila Real, Portugal; Associated Laboratory for Green Chemistry (LAQV-REQUIMTE), University NOVA of Lisboa, Lisboa, Caparica, Portugal
| | - Patrícia Poeta
- MicroART - Microbiology and Antibiotic Resistance Team, Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal; Associated Laboratory for Green Chemistry (LAQV-REQUIMTE), University NOVA of Lisboa, Lisboa, Caparica, Portugal.
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Juhas M. Genomic Islands and the Evolution of Multidrug-Resistant Bacteria. HORIZONTAL GENE TRANSFER 2019:143-153. [DOI: 10.1007/978-3-030-21862-1_4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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Mir-Sanchis I, Pigli YZ, Rice PA. Crystal Structure of an Unusual Single-Stranded DNA-Binding Protein Encoded by Staphylococcal Cassette Chromosome Elements. Structure 2018; 26:1144-1150.e3. [PMID: 30017563 PMCID: PMC6084467 DOI: 10.1016/j.str.2018.05.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 04/19/2018] [Accepted: 05/24/2018] [Indexed: 01/07/2023]
Abstract
Methicillin-resistant Staphylococcus aureus is a global public health threat. Methicillin resistance is carried on mobile genetic elements belonging to the staphylococcal cassette chromosome (SCC) family. The molecular mechanisms that SCC elements exploit for stable maintenance and for horizontal transfer are poorly understood. Previously, we identified several conserved SCC genes with putative functions in DNA replication, including lp1413, which we found encodes a single-stranded DNA (ssDNA)-binding protein. We report here the 2.18 Å crystal structure of LP1413, which shows that it adopts a winged helix-turn-helix fold rather than the OB-fold normally seen in replication-related ssDNA-binding proteins. However, conserved residues form a hydrophobic pocket not normally found in winged helix-turn-helix domains. LP1413 also has a conserved but disordered C-terminal tail. As deletion of the tail does not significantly affect cooperative binding to ssDNA, we propose that it mediates interactions with other proteins. LP1413 could play several different roles in vivo.
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Schmidt VM, Pinchbeck G, Nuttall T, Shaw S, McIntyre KM, McEwan N, Dawson S, Williams NJ. Impact of systemic antimicrobial therapy on mucosal staphylococci in a population of dogs in Northwest England. Vet Dermatol 2018; 29:192-e70. [PMID: 29664197 DOI: 10.1111/vde.12538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/20/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Antimicrobial-resistant bacteria are increasingly isolated from veterinary patients. OBJECTIVES To determine risk factors for antimicrobial resistance (AMR) among canine mucosal staphylococci following routine antimicrobial treatment with cefalexin (CFX), clavulanate-amoxicillin (AC), cefovecin (CVN), clindamycin (CD) or a fluoroquinolone (FQ). ANIMALS Mucosal swab samples (n = 463) were collected from 127 dogs pre-treatment, immediately, and at one- and three-months post-treatment. METHODS Staphylococci were identified phenotypically and biochemically as coagulase negative (CoNS) or coagulase positive (CoPS); CoPS were speciated by nuc gene PCR. Antimicrobial susceptibility was determined using disc diffusion and mecA gene carriage by PCR. Multilevel, multivariable models examined associations between risk factors and presence/absence of CoPS, meticillin resistance (MR), multidrug-resistance (MDR) and fluoroquinolone resistance (FQR). RESULTS The percentage of samples with CoNS increased and with CoPS (including S. pseudintermedius) decreased immediately post-treatment with CFX, CVN and CD (P ≤ 0.001) and one month post-treatment with CD (P = 0.003). By three months post-treatment, there was no significant difference compared to pre-treatment samples. Immediately post-treatment with FQs there was significantly increased risk of isolating MRS (P = 0.002), MDR (P = 0.002) or FQR (P = 0.013) staphylococci and of MDR following CFX treatment (P = 0.019). The percentage of samples with AMR staphylococci declined from immediately to three months post-treatment and there was no significant difference between resistance prevalence at one or three months post-treatment for most AMR traits and treatment groups. Exceptions include increased MDR following FQ (P = 0.048) or CFX (P = 0.021), at one and three months post-treatment, respectively. CONCLUSIONS AND CLINICAL IMPORTANCE Systemic antimicrobials impact on mucosal staphylococci. Immediately after therapy, the mucosa may be a reservoir for AMR staphylococci that are a source of mobile genetic elements carrying AMR genes.
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Affiliation(s)
- Vanessa M Schmidt
- Institute of Veterinary Science, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK.,Department of Epidemiology and Population Health, Institute of Infection and Global Health, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK
| | - Gina Pinchbeck
- Department of Epidemiology and Population Health, Institute of Infection and Global Health, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK
| | - Tim Nuttall
- Institute of Veterinary Science, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK.,The Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Bush Farm Road Easter Bush Campus, Roslin, Midlothian, UK
| | - Steve Shaw
- UK Vet Derm, 16 Talbot Street Whitwick, Coalville, LE67 5AW, Leicestershire, UK
| | - K Marie McIntyre
- Department of Epidemiology and Population Health, Institute of Infection and Global Health, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK.,NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, West Derby Street, Liverpool, L69 7BE, UK
| | - Neil McEwan
- Institute of Veterinary Science, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK
| | - Susan Dawson
- Institute of Veterinary Science, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK
| | - Nicola J Williams
- Department of Epidemiology and Population Health, Institute of Infection and Global Health, The University of Liverpool, Leahurst Campus Chester High Road, Neston, CH64 7TE, UK.,NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, West Derby Street, Liverpool, L69 7BE, UK
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The European Union summary report on antimicrobial resistance in zoonotic and indicator bacteria from humans, animals and food in 2016. EFSA J 2018; 16:e05182. [PMID: 32625816 PMCID: PMC7009656 DOI: 10.2903/j.efsa.2018.5182] [Citation(s) in RCA: 117] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The data on antimicrobial resistance in zoonotic and indicator bacteria in 2016, submitted by 28 EU Member States (MSs), were jointly analysed by the EFSA and ECDC. Resistance in bacterial isolates of zoonotic Salmonella and Campylobacter from humans, animals and food, and resistance in indicator Escherichia coli as well as in meticillin-resistant Staphylococcus aureus from animals and food were addressed. 'Microbiological' resistance was assessed using epidemiological cut-off (ECOFF) values; for some countries, qualitative data on isolates from humans were interpreted in a way that corresponds closely to ECOFF-defined 'microbiological' resistance. In Salmonella from humans, the occurrence of resistance to ampicillin, sulfonamides and tetracyclines was high, whereas resistance to third-generation cephalosporins was low. In Salmonella and E. coli isolates from broilers, fattening turkeys and their meat, resistance to ampicillin, (fluoro)quinolones, tetracyclines and sulfonamides was frequently high, whereas resistance to third-generation cephalosporins was rare. The occurrence of ESBL-/AmpC producers was low in Salmonella and E. coli from poultry and in Salmonella from humans. The prevalence of ESBL-/AmpC-producing E. coli, assessed in poultry and its meat for the first time, showed marked variations among MSs. Fourteen presumptive carbapenemase-producing E. coli were detected from broilers and its meat in two MSs. Resistance to colistin was observed at low levels in Salmonella and E. coli from poultry and meat thereof and in Salmonella from humans. In Campylobacter from humans, broilers and broiler meat, resistance to ciprofloxacin and tetracyclines was high to extremely high, whereas resistance to erythromycin was low to moderate. Combined resistance to critically important antimicrobials in isolates from both humans and animals was generally uncommon, but very high to extremely high multidrug resistance levels were observed in certain Salmonella serovars. Specific serovars of Salmonella (notably Kentucky) from both humans and animals exhibited high-level resistance to ciprofloxacin, in addition to findings of ESBL.
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Staphylococcal SCCmec elements encode an active MCM-like helicase and thus may be replicative. Nat Struct Mol Biol 2016; 23:891-898. [PMID: 27571176 PMCID: PMC5052118 DOI: 10.1038/nsmb.3286] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2016] [Accepted: 08/05/2016] [Indexed: 01/07/2023]
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is a public-health threat worldwide. Although the mobile genomic island responsible for this phenotype, staphylococcal cassette chromosome (SCC), has been thought to be nonreplicative, we predicted DNA-replication-related functions for some of the conserved proteins encoded by SCC. We show that one of these, Cch, is homologous to the self-loading initiator helicases of an unrelated family of genomic islands, that it is an active 3'-to-5' helicase and that the adjacent ORF encodes a single-stranded DNA-binding protein. Our 2.9-Å crystal structure of intact Cch shows that it forms a hexameric ring. Cch, like the archaeal and eukaryotic MCM-family replicative helicases, belongs to the pre-sensor II insert clade of AAA+ ATPases. Additionally, we found that SCC elements are part of a broader family of mobile elements, all of which encode a replication initiator upstream of their recombinases. Replication after excision would enhance the efficiency of horizontal gene transfer.
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Szczuka E, Bosacka K, Kaznowski A. Characterization of Staphylococcal Cassette Chromosome mec (SCCmec) in Methicillin-Resistant Staphylococcus epidermidis Strains Isolated from Biomaterial-Associated Infections and their Antibiotic Resistance Patterns. Pol J Microbiol 2016; 65:215-217. [DOI: 10.5604/17331331.1204482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2015] [Indexed: 11/13/2022] Open
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Wilson BA, Garud NR, Feder AF, Assaf ZJ, Pennings PS. The population genetics of drug resistance evolution in natural populations of viral, bacterial and eukaryotic pathogens. Mol Ecol 2016; 25:42-66. [PMID: 26578204 PMCID: PMC4943078 DOI: 10.1111/mec.13474] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Revised: 09/28/2015] [Accepted: 10/08/2015] [Indexed: 01/09/2023]
Abstract
Drug resistance is a costly consequence of pathogen evolution and a major concern in public health. In this review, we show how population genetics can be used to study the evolution of drug resistance and also how drug resistance evolution is informative as an evolutionary model system. We highlight five examples from diverse organisms with particular focus on: (i) identifying drug resistance loci in the malaria parasite Plasmodium falciparum using the genomic signatures of selective sweeps, (ii) determining the role of epistasis in drug resistance evolution in influenza, (iii) quantifying the role of standing genetic variation in the evolution of drug resistance in HIV, (iv) using drug resistance mutations to study clonal interference dynamics in tuberculosis and (v) analysing the population structure of the core and accessory genome of Staphylococcus aureus to understand the spread of methicillin resistance. Throughout this review, we discuss the uses of sequence data and population genetic theory in studying the evolution of drug resistance.
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Affiliation(s)
| | | | | | - Zoe J. Assaf
- Department of GeneticsStanford UniversityStanfordCA94305USA
| | - Pleuni S. Pennings
- Department of BiologySan Francisco State UniversityRoom 520Hensill Hall1600 Holloway AveSan FranciscoCA94132USA
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Said KB, Al-Jarbou AN, Alrouji M, Al-Harbi HO. Surveillance of antimicrobial resistance among clinical isolates recovered from a tertiary care hospital in Al Qassim, Saudi Arabia. Int J Health Sci (Qassim) 2014; 8:3-12. [PMID: 24899874 DOI: 10.12816/0006066] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The emergences of antimicrobial-resistances have become an important issue in global healthcares. Limitations in surveying hinder the actual estimates of resistance in many countries. THE AIM the present study was designed to retrospectically survey antimicrobial susceptibility for resistance profiling of dominant pathogens in a tertiary-care center in Buraidah, Saudi Arabia from January-2011 to December-2011. MATERIALS AND METHODS the design was cross-sectional and spanned records of a 1000 bacterial non-related isolates. Antibiograms were based on the 2012 Clinical and Laboratory Standards Institute guidelines. RESULTS showed that Staphylococcus aureus, Acinetobacter baumannii, Klebsiella pneumoniae, Pseudomonas aeruginosa, Staphylococcus epidermidis, and Escherichia coli, were the most resistant. All isolates of S. aureus, S. epidermidis, and Staphylococcus haemolyticus, were resistant to penicillin (100%), and oxacillin with 52%, 75%, and 82%, respectively. Interestingly, an increasing trend of resistance-pattern was seen for the three species against gentamicin 26%, 50%, 68% ciprofloxacin 22%, 50%, 68%, tetracycline 30%, 44%, 27%, erythromycin 26%, 64%, 73%, and clindamycin 20%, 47%, 50% suggesting potential between-species transfer of resistances. Acinetobacter baumannii was resistances to all antibiotics tested including ciprofloxacin (90%), ceftazidime (89%), cefepime (67%), Trimethoprim/sulfamethoxazole (66%), amikacin (63%), gentamicin (51%), tetracycline (43%), piperacillin-tazobactam (42%), and imipenem (9%). A similar pattern was seen by P. aeruginosa. Furthermore, a typical pattern of resistance in K. pneumoniae carbapenemase-producing organisms was observed. CONCLUSION we have shown staphylococci, Acinetobacter baumannii, Pseudomonas aeruginosa, and enteric bacteria were the most resistant species in this region.
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Affiliation(s)
- Kamaleldin B Said
- Department of Pharmaceutics, College of Pharmacy, Qassim University, Al-Qassim, Buraidah 51442, Saudi Arabia
| | - Ahmed N Al-Jarbou
- Department of Pharmaceutics, College of Pharmacy, Qassim University, Al-Qassim, Buraidah 51442, Saudi Arabia
| | - Mohammed Alrouji
- Department of Pharmaceutics, College of Pharmacy, Qassim University, Al-Qassim, Buraidah 51442, Saudi Arabia
| | - Hajed O Al-Harbi
- Department of Pharmaceutics, College of Pharmacy, Qassim University, Al-Qassim, Buraidah 51442, Saudi Arabia
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Slifierz MJ, Park J, Friendship RM, Weese JS. Zinc-resistance gene CzrC identified in methicillin-resistant Staphylococcus hyicus isolated from pigs with exudative epidermitis. THE CANADIAN VETERINARY JOURNAL = LA REVUE VETERINAIRE CANADIENNE 2014; 55:489-490. [PMID: 24790238 PMCID: PMC3992314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Methicillin-resistant Staphylococcus hyicus (MRSH) was investigated for czrC, a gene conferring zinc-resistance. The czrC gene was identified in 50% (14/28) of MRSH isolates, representing 14 pigs with exudative epidermitis from 8 farms. Newly weaned pigs, which are particularly susceptible to exudative epidermitis, are commonly fed high levels of zinc oxide.
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Faria NA, Conceição T, Miragaia M, Bartels MD, de Lencastre H, Westh H. Nasal carriage of methicillin resistant staphylococci. Microb Drug Resist 2014; 20:108-17. [PMID: 24564645 DOI: 10.1089/mdr.2013.0197] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Coagulase-negative staphylococci (CoNS) are believed to function as reservoirs, as well as possible sources of staphylococcal chromosome cassette mec (SCCmec) to Staphylococcus aureus, but the frequency, preferred partners, and factors promoting SCCmec transfer are not known. Such postulated in vivo genetic transfer events are likely to occur at anatomical sites such as the normal nasal mucosa, which is known to be colonized by both CoNS and coagulase positive staphylococci. In this study, we characterized S. aureus and CoNS strains colonizing the anterior nares of 67 patients in Denmark. A total of 54 patients (80%) were colonized with staphylococci that included nine different species identified by internal transcribed spacer PCR (ITS-PCR) and 16S RNA sequencing. The highest rates of colonization were found for S. epidermidis (58%) and S. aureus (39%). Methicillin resistance was present in S. aureus (53%), S. epidermidis (53%), S. haemolyticus (33%), and S. hominis (62%). Genetic backgrounds were characterized by spa typing for S. aureus and by pulsed-field gel electrophoresis for CoNS. SCCmec typing showed that SCCmec type IV (2B) was the most common in the entire collection (65%). Carriage of multiple species was detected in 20 patients (30%), 16 of whom were colonized with both S. aureus and S. epidermidis. In two cases, simultaneous carriage of different methicillin resistant species was detected. However, the strains carried different SCCmec types. Additional studies in the same epidemiological settings are warranted to identify interspecific genetic events that involve the acquisition of SCCmec by S. aureus.
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Affiliation(s)
- Nuno A Faria
- 1 Laboratorie of Molecular Genetics, Instituto de Tecnologia Química e Biológica (ITQB) , Oeiras, Portugal
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Harastani HH, Araj GF, Tokajian ST. Molecular characteristics of Staphylococcus aureus isolated from a major hospital in Lebanon. Int J Infect Dis 2014; 19:33-8. [DOI: 10.1016/j.ijid.2013.10.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 09/17/2013] [Accepted: 10/05/2013] [Indexed: 10/26/2022] Open
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Schmidt VM, Williams NJ, Pinchbeck G, Corless CE, Shaw S, McEwan N, Dawson S, Nuttall T. Antimicrobial resistance and characterisation of staphylococci isolated from healthy Labrador retrievers in the United Kingdom. BMC Vet Res 2014; 10:17. [PMID: 24423104 PMCID: PMC3896740 DOI: 10.1186/1746-6148-10-17] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Accepted: 01/06/2014] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Coagulase-positive (CoPS) and coagulase-negative (CoNS) staphylococci are normal commensals of the skin and mucosa, but are also opportunist pathogens. Meticillin-resistant (MR) and multidrug-resistant (MDR) isolates are increasing in human and veterinary healthcare. Healthy humans and other animals harbour a variety of staphylococci, including MR-CoPS and MR-CoNS. The main aims of the study were to characterise the population and antimicrobial resistance profiles of staphylococci from healthy non-vet visiting and non-antimicrobial treated Labrador retrievers in the UK. RESULTS Nasal and perineal samples were collected from 73 Labrador retrievers; staphylococci isolated and identified using phenotypic and biochemical methods. They were also confirmed by matrix-assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-TOF-MS), PCR of the nuc gene and PCR and sequencing of the tuf gene. Disc diffusion and minimum inhibitory concentration (MIC) susceptibility tests were determined for a range of antimicrobials. In total, 102 CoPS (S. pseudintermedius n = 91, S. aureus n = 11) and 334 CoNS isolates were detected from 99% of dogs in this study. In 52% of dogs CoNS only were detected, with both CoNS and CoPS detected in 43% dogs and CoPS only detected in 4% of dogs. Antimicrobial resistance was not common among CoPS, but at least one MDR-CoNS isolate was detected in 34% of dogs. MR-CoNS were detected from 42% of dogs but no MR-CoPS were isolated. S. epidermidis (52% of dogs) was the most common CoNS found followed by S. warneri (30%) and S. equorum (27%), with another 15 CoNS species isolated from ≤ 15% of dogs. S. pseudintermedius and S. aureus were detected in 44% and 8% of dogs respectively. CONCLUSIONS MR- and MDR-CoPS were rare. However a high prevalence of MR- and MDR-CoNS were found in these dogs, even though they had no prior antimicrobial treatment or admission to veterinary premises. These findings are of concern due to the potential for opportunistic infections, zoonotic transmission and transmission of antimicrobial resistant determinants from these bacteria to coagulase positive staphylococci.
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Affiliation(s)
- Vanessa M Schmidt
- Department of Infection Biology, The University of Liverpool, Leahurst Campus, Neston, UK
- The University of Liverpool School of Veterinary Science, Leahurst Campus, Chester High Road, Neston, Wirral CH64 7TE, UK
| | - Nicola J Williams
- Department of Epidemiology and Population Health, The University of Liverpool, Leahurst Campus, Neston, UK
| | - Gina Pinchbeck
- Department of Epidemiology and Population Health, The University of Liverpool, Leahurst Campus, Neston, UK
| | - Caroline E Corless
- Infection and Immunity, Royal Liverpool University Hospital, Liverpool, UK
| | | | - Neil McEwan
- Department of Infection Biology, The University of Liverpool, Leahurst Campus, Neston, UK
- The University of Liverpool School of Veterinary Science, Leahurst Campus, Chester High Road, Neston, Wirral CH64 7TE, UK
| | - Susan Dawson
- Department of Epidemiology and Population Health, The University of Liverpool, Leahurst Campus, Neston, UK
| | - Tim Nuttall
- The Royal (Dick) School of Veterinary Studies, Easter Bush Campus, University of Edinburgh, Midlothian, UK
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R-thanatin inhibits growth and biofilm formation of methicillin-resistant Staphylococcus epidermidis in vivo and in vitro. Antimicrob Agents Chemother 2013; 57:5045-52. [PMID: 23917310 DOI: 10.1128/aac.00504-13] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Staphylococcus epidermidis is one of the most frequent causes of device-associated infections, because it is known to cause biofilms that grow on catheters or other surgical implants. The persistent increasing resistance of S. epidermidis and other coagulase-negative staphylococci (CoNS) has driven the need for newer antibacterial agents with innovative therapeutic strategies. Thanatin is reported to display potent antibiotic activities, especially against extended-spectrum-beta-lactamase-producing Escherichia coli. The present study aimed to investigate whether a shorter derivative peptide (R-thanatin) could be used as a novel antibacterial agent. We found that R-thanatin was highly potent in vitro against coagulase-negative staphylococci, such as S. epidermidis, S. haemolyticus, and S. hominis, and inhibited biofilm formation at subinhibitory concentrations. Properties of little toxicity to human red blood cells (hRBCs) and human umbilical vein endothelial cells, a low incidence of resistance, and relatively high stability in plasma were confirmed. Excellent in vivo protective effects were also observed using a methicillin-resistant S. epidermidis (MRSE)-induced urinary tract infection rat model. Electron microscopy and confocal laser-scanning microscopy analyses suggested that R-thanatin disturbed cell division of MRSE severely, which might be the reason for inhibition of MRSE growth. These findings indicate that R-thanatin is active against the growth and biofilm formation of MRSE in vitro and in vivo. R-thanatin might be considered as a specific drug candidate for treating CoNS infections.
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Shore AC, Coleman DC. Staphylococcal cassette chromosome mec: Recent advances and new insights. Int J Med Microbiol 2013; 303:350-9. [DOI: 10.1016/j.ijmm.2013.02.002] [Citation(s) in RCA: 94] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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Abstract
Horizontal gene transfer has a tremendous impact on the genome plasticity, adaptation and evolution of bacteria. Horizontally transferred mobile genetic elements are involved in the dissemination of antibiotic resistance and virulence genes, thus contributing to the emergence of novel "superbugs". This review provides update on various mechanisms of horizontal gene transfer and examines how horizontal gene transfer contributes to the evolution of pathogenic bacteria. Special focus is paid to the role horizontal gene transfer plays in pathogenicity of the emerging human pathogens: hypervirulent Clostridium difficile and Escherichia coli (including the most recent haemolytic uraemic syndrome outbreak strain) and methicillin-resistant Staphylococcus aureus (MRSA), which have been associated with largest outbreaks of infection recently.
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Affiliation(s)
- Mario Juhas
- Department of Pathology, University of Cambridge , Cambridge , UK
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Differing lifestyles of Staphylococcus epidermidis as revealed through Bayesian clustering of multilocus sequence types. INFECTION GENETICS AND EVOLUTION 2013; 22:257-64. [PMID: 23816539 DOI: 10.1016/j.meegid.2013.06.020] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Revised: 06/11/2013] [Accepted: 06/19/2013] [Indexed: 11/23/2022]
Abstract
Staphylococcus epidermidis is part of the normal bacterial flora of human skin and a leading cause of infections associated with indwelling medical devices. Previous phylogenetic analyses of subgenomic data have been unable to distinguish between S. epidermidis strains with nosocomial or commensal lifestyles, despite the identification of specific phenotypes and accessory genes that may contribute to such lifestyles. To attempt to better define the population structure of this species, the international S. epidermidis multilocus sequence typing database was analyzed with the Bayesian clustering programs STRUCTURE and BAPS. A total of six genetic clusters (GCs) were identified. A local population of S. epidermidis from clinical specimens was classified according to these six GCs, and further characterized for antibiotic susceptibilities, biofilm, and various genetic markers. GC5 was abundant and significantly enriched for isolates that were resistant to four classes of antibiotics, high biofilm production, and positive for the virulence markers icaA, IS256, and sesD/bhp, indicating its potential clinical relevance. In contrast, GC2 was rare and contained the only isolates positive for the putative commensal marker, fdh. GC1 and GC6 were abundant but not significantly associated with any of the examined characteristics, except for sesF/aap and GC6. GC3 was rare and identified as a potential genetic sink that received, but did not donate, core genetic material from other GCs. In conclusion, population genetics analyses were essential for identifying clusters of strains that may differ in their adaptation to nosocomial or commensal lifestyles. These results provide a new, population genetics framework for studying S. epidermidis.
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Bartels MD, Boye K, Oliveira DC, Worning P, Goering R, Westh H. Associations between dru Types and SCCmec cassettes. PLoS One 2013; 8:e61860. [PMID: 23634214 PMCID: PMC3636274 DOI: 10.1371/journal.pone.0061860] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2012] [Accepted: 03/15/2013] [Indexed: 11/23/2022] Open
Abstract
Molecular typing is an important tool in the investigation of methicillin resistant Staphylococcus aureus (MRSA) outbreaks and in following the evolution of MRSA. The staphylococcal cassette chromosome mec (SCCmec) contains a hypervariable region with a variable number of 40 bp repeats named direct repeat units (dru). The dru region has been suggested as a supplementary typing method for MRSA and an international nomenclature exists. The purpose of this study was to investigate the diversity and variability of the dru region in a diverse collection of MRSA. We studied 302 MRSA isolates harbouring SCCmec types I to VI. The isolates represented a broad genetic background based on Staphylococcal protein A (spa) typing and multilocus sequence typing (MLST) and included 68 isolates (68 patients) from an outbreak with t024-ST8-IVa and 26 isolates from the same patient. Sequencing identified 53 dru types (dt) in 283 isolates, while eighteen isolates contained no dru repeats and one isolate resisted sequencing. The most common dru type, dt10a, was present in 53% of the sequenced isolates and was found in all SCCmec types, except type II. Seven (10%) of the 68 epidemiologically related patients had isolates with dru type variants indicating that dru typing is not useful as a first line epidemiological typing tool. However, MRSA isolates cultured from a single patient over a three year period exhibited a single dru type. The finding of dt10a in most SCCmec types suggests that dru and mecA originate from the same Staphylococcus species.
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Affiliation(s)
- Mette D Bartels
- Department of Clinical Microbiology, Hvidovre Hospital, Hvidovre, Denmark.
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Wang SH, Khan Y, Hines L, Mediavilla JR, Zhang L, Chen L, Hoet A, Bannerman T, Pancholi P, Robinson DA, Kreiswirth BN, Stevenson KB. Methicillin-resistant Staphylococcus aureus sequence type 239-III, Ohio, USA, 2007-2009. Emerg Infect Dis 2013; 18:1557-65. [PMID: 23018025 PMCID: PMC3471631 DOI: 10.3201/eid1810.120468] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Identification of virulent strains emphasizes the need for molecular surveillance.
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Affiliation(s)
- Shu-Hua Wang
- Ohio State University Wexner Medical Center, Columbus, Ohio 43210, USA.
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Stojanov M, Sakwinska O, Moreillon P. Expression of SCCmec cassette chromosome recombinases in methicillin-resistant Staphylococcus aureus and Staphylococcus epidermidis. J Antimicrob Chemother 2012; 68:749-57. [PMID: 23249841 DOI: 10.1093/jac/dks494] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES Methicillin resistance in staphylococci is mediated by the mecA gene, which is carried on the staphylococcal cassette chromosome mec (SCCmec). SCCmec is responsible for vertical and horizontal transfer of methicillin resistance. Horizontal transfer implies first SCCmec excision from the chromosome. Site-specific excision is catalysed by the Ccr recombinases, which are encoded by ccrAB genes located on the cassette. The aim of this study is to determine the promoter activity of ccrAB genes in individual cells of methicillin-resistant Staphylococcus aureus (N315, COL and MW2) and Staphylococcus epidermidis (RP62A). One mutant cured of its SCCmec (N315EX) was also used. Exposure to various stresses was included in the study. METHODS For each strain, translational promoter-green fluorescent protein (gfp) fusions were used to assess the levels of ccr promoter activity in individual cells. Analyses were performed using epifluorescence microscopy and flow cytometry. RESULTS ccr promoter activity was observed in only a small percentage of cell populations. This 'bistable' phenotype was strain dependent (GFP was expressed in N315 and RP62A, but not in COL and MW2) and growth dependent (GFP-expressing cells decreased from approximately 3% to 1% between logarithmic and stationary growth phases). The ccr promoter of strain N315 displayed normal promoter activity when expressed in SCCmec-negative N315EX. Likewise, the ccr promoter of strain COL (which was inactive in COL) showed normal N315-like activity when transformed into N315 and N315EX. CONCLUSIONS SCCmec excision operates through bistability, favouring a small fraction of cells to 'sacrifice' their genomic islands for transfer, while the rest of the population remains intact. Determinants responsible for the activity of the ccr promoter were not located on SCCmec, but were elsewhere on the genome. Thus, the staphylococcal chromosome plays a key role in determining SCCmec stability and transferability.
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Affiliation(s)
- M Stojanov
- Department of Fundamental Microbiology, University of Lausanne, Lausanne, Switzerland.
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Zhang L, Thomas JC, Didelot X, Robinson DA. Molecular signatures identify a candidate target of balancing selection in an arcD-like gene of Staphylococcus epidermidis. J Mol Evol 2012; 75:43-54. [PMID: 23053194 DOI: 10.1007/s00239-012-9520-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2011] [Accepted: 09/24/2012] [Indexed: 01/19/2023]
Abstract
A comparative population genetics study revealed high levels of nucleotide polymorphism and intermediate-frequency alleles in an arcC gene of Staphylococcus epidermidis, but not in a homologous gene of the more aggressive human pathogen, Staphylococcus aureus. Further investigation showed that the arcC genes used in the multilocus sequence typing schemes of these two species were paralogs. Phylogenetic analyses of arcC-containing loci, including the arginine catabolic mobile element, from both species, suggested that these loci had an eventful history involving gene duplications, rearrangements, deletions, and horizontal transfers. The peak signatures in the polymorphic S. epidermidis locus were traced to an arcD-like gene adjacent to arcC; these signatures consisted of unusually elevated Tajima's D and π/K ratios, which were robust to assumptions about recombination and species divergence time and among the most elevated in the S. epidermidis genome. Amino acid polymorphisms, including one that differed in polarity and hydropathy, were located in the peak signatures and defined two allelic lineages. Recombination events were detected between these allelic lineages and potential donors and recipients of S. epidermidis were identified in each case. By comparison, the orthologous gene of S. aureus showed no unusual signatures. The ArcD-like protein belonged to the unknown ion transporter 3 family and appeared to be unrelated to ArcD from the arginine deiminase pathway. These studies report the first comparative population genetics results for staphylococci and the first statistical evidence for a candidate target of balancing selection in S. epidermidis.
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Affiliation(s)
- Liangfen Zhang
- Department of Microbiology, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Adjusted Wallace coefficient as a measure of congruence between typing methods. J Clin Microbiol 2011; 49:3997-4000. [PMID: 21918028 DOI: 10.1128/jcm.00624-11] [Citation(s) in RCA: 120] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We propose a new coefficient, the adjusted Wallace coefficient (AW), and corresponding confidence intervals (CI) as quantitative measures of congruence between typing methods. The performance of the derived CI was evaluated using simulated data. Published microbial typing data were used to demonstrate the advantages of AW over the Wallace coefficient.
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Detection of staphylococcal cassette chromosome mec type XI carrying highly divergent mecA, mecI, mecR1, blaZ, and ccr genes in human clinical isolates of clonal complex 130 methicillin-resistant Staphylococcus aureus. Antimicrob Agents Chemother 2011; 55:3765-73. [PMID: 21636525 DOI: 10.1128/aac.00187-11] [Citation(s) in RCA: 283] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Methicillin resistance in staphylococci is mediated by penicillin binding protein 2a (PBP 2a), encoded by mecA on mobile staphylococcal cassette chromosome mec (SCCmec) elements. In this study, two clonal complex 130 (CC130) methicillin-resistant Staphylococcus aureus (MRSA) isolates from patients in Irish hospitals were identified that were phenotypically PBP 2a positive but lacked mecA by conventional PCR and by DNA microarray screening. The isolates were identified as methicillin-susceptible S. aureus using the GeneXpert real-time PCR assay. Whole-genome sequencing of one isolate (M10/0061) revealed a 30-kb SCCmec element encoding a class E mec complex with highly divergent blaZ-mecA-mecR1-mecI, a type 8 cassette chromosome recombinase (ccr) complex consisting of ccrA1-ccrB3, an arsenic resistance operon, and flanking direct repeats (DRs). The SCCmec element was almost identical to that of SCCmec type XI (SCCmec XI) identified by the Sanger Institute in sequence type 425 bovine MRSA strain LGA251 listed on the website of the International Working Group on the Classification of Staphylococcal Cassette Chromosome Elements. The open reading frames (ORFs) identified within SCCmec XI of M10/0061 exhibited 21 to 93% amino acid identity to ORFs in GenBank. A third DR was identified ca. 3 kb downstream of SCCmec XI, indicating the presence of a possible SCC remnant. SCCmec XI was also identified in the second CC130 MRSA isolate by PCR and sequencing. The CC130 MRSA isolates may be of animal origin as previously reported CC130 S. aureus strains were predominantly from bovine sources. The highly divergent nature of SCCmec XI relative to other SCCmec elements indicates that it may have originated in another taxon.
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Evaluation of jackknife and bootstrap for defining confidence intervals for pairwise agreement measures. PLoS One 2011; 6:e19539. [PMID: 21611165 PMCID: PMC3097183 DOI: 10.1371/journal.pone.0019539] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2011] [Accepted: 03/31/2011] [Indexed: 12/03/2022] Open
Abstract
Several research fields frequently deal with the analysis of diverse classification results of the same entities. This should imply an objective detection of overlaps and divergences between the formed clusters. The congruence between classifications can be quantified by clustering agreement measures, including pairwise agreement measures. Several measures have been proposed and the importance of obtaining confidence intervals for the point estimate in the comparison of these measures has been highlighted. A broad range of methods can be used for the estimation of confidence intervals. However, evidence is lacking about what are the appropriate methods for the calculation of confidence intervals for most clustering agreement measures. Here we evaluate the resampling techniques of bootstrap and jackknife for the calculation of the confidence intervals for clustering agreement measures. Contrary to what has been shown for some statistics, simulations showed that the jackknife performs better than the bootstrap at accurately estimating confidence intervals for pairwise agreement measures, especially when the agreement between partitions is low. The coverage of the jackknife confidence interval is robust to changes in cluster number and cluster size distribution.
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