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Park JH, Lemons AR, Croston TL, Roseman J, Green BJ, Cox-Ganser JM. More diverse school microbiota may provide better protection against respiratory infections for school staff. BUILDING AND ENVIRONMENT 2025; 271:112657. [PMID: 40093371 PMCID: PMC11907276 DOI: 10.1016/j.buildenv.2025.112657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Our understanding of how exposure to school microbiota affects the respiratory health of staff and students in schools is limited. We examined the associations between exposure to school microbiota and respiratory and gastrointestinal infections. We performed an epidemiologic analysis of 1,529 school employees in the U.S. A questionnaire was administered to school staff to collect health information, and floor dust was vacuumed from 500 classrooms in 50 schools. Fungal internal transcribed spacer region and bacterial 16S amplicon sequencing were performed with extracted genomic DNA using Illumina Mi-Seq platform. The resulting DNA sequences were clustered into operational taxonomic units (OTUs). Staff were assigned the school-building-specific floor average number of bacterial or fungal OTUs from the same floor as their exposure. We used logistic regression models to estimate adjusted odds ratios of reported respiratory and gastrointestinal infections in the last 12 months. Exposure to the highest quartile in number of OTUs (Q4, highest richness) of the bacterial phyla Firmicutes or Actinobacteria was associated with 28-61% lower odds of upper or lower respiratory infections compared to the lower three quartiles (Q123). Higher Firmicutes diversity was more strongly associated with upper respiratory infections, while greater Actinobacteria diversity showed a stronger association with lower respiratory infections. Fungal diversity was not associated with any type of infection, and neither bacterial nor fungal diversity was associated with gastrointestinal infections. Our study suggests that exposure to a highly diverse bacterial microbiota in school environments may play an important role in protecting school staff against respiratory infections.
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Affiliation(s)
- Ju-Hyeong Park
- National Institute for Occupational Safety and Health, Respiratory Health Division, Morgantown, WV 26505, United States
| | - Angela R Lemons
- National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Morgantown, WV 26505, United States
| | - Tara L Croston
- National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Morgantown, WV 26505, United States
| | - Jerry Roseman
- Philadelphia Federation of Teachers Health & Welfare Fund & Union, Philadelphia, Pennsylvania 19103, United States
| | - Brett J Green
- National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Morgantown, WV 26505, United States
| | - Jean M Cox-Ganser
- National Institute for Occupational Safety and Health, Respiratory Health Division, Morgantown, WV 26505, United States
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Mekonnen EG, Birhanu A, Yimer M, Bizuneh S, Gizachew M, Gelaw B. Colonization of methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococci and its associated factors in cancer patients at the University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia. PLoS One 2025; 20:e0318242. [PMID: 39919122 DOI: 10.1371/journal.pone.0318242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 01/12/2025] [Indexed: 02/09/2025] Open
Abstract
BACKGROUND Cancer patients are predisposed to methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococci colonization. However, the prevalence of these pathogens among cancer cases in Northwestern Ethiopia remains underreported. OBJECTIVE To determine the prevalence of colonization of methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococci and associated factors among cancer patients at the University of Gondar Comprehensive Specialized Hospital, Northwestern Ethiopia. METHOD A cross-sectional study enrolled 288 confirmed cancer participants through stratified systematic random sampling, gathering socio-demographic and clinical data via pretested structured questionnaires from May 1 to July 30, 2023. Each participant provided two specimens: a nasal swab and a fecal sample. Nasal swabs were collected using sterile swabs, inserted at least 1 cm into each nostril, and rotated against the nasal membrane for 10 to 15 seconds, which were then placed in Amies transport medium. Fecal specimens were collected in leak-proof plastic containers, swabbed, and transferred to Cary Blair transport medium. Nasal swabs and fecal specimens were cultured on Mannitol salt agar at 37°C for Staphylococcus aureus identification, which was confirmed by coagulase testing and Gram staining. Enterococci were cultured on Bile esculin agar at 43°C and identified at the genus level by cultural characteristics, with confirmation through Gram reaction and catalase tests. Antibiotic susceptibility was evaluated using the Kirby-Bauer disk diffusion method, with minimum inhibitory concentrations for vancomycin determined via E-test strips. To detect methicillin-resistant Staphylococcus aureus, a cefoxitin disk was used. Inducible clindamycin resistance in Staphylococcus aureus was determined by the D test. Epi-info version 7 and SPSS version 27 were used for data entry and data analysis, respectively. The Pearson Chi-Square test was initially used to evaluate the association between factors and outcomes as the preliminary analysis, with a significance threshold of p < 0.05. Variables meeting this criterion underwent bivariable and multivariable logistic regression analyses, using p-value cutoffs of < 0.2 for bivariable and < 0.05 for multivariable analyses. RESULT The study involved 288 participants, with 51.0% being men and a mean age of 45.6 years. The prevalence of methicillin-resistant Staphylococcus aureus was 11.1% (95% CI: 7.5-14.7%), while vancomycin-resistant Enterococci had a prevalence of 2.8% (95% CI: 0.9-4.7%). Inducible clindamycin-resistant Staphylococcus aureus comprised 13.5% of the isolates. The multidrug-resistant proportion of Staphylococcus aureus and Enterococci were 56.2% and 55.2%, respectively. Both organisms exhibited the highest resistance to the antibiotic classes of penicillin and tetracycline. Significant associations were identified between methicillin-resistant Staphylococcus aureus colonization and low absolute neutrophil count (AOR = 13.050, 95% CI: 1.362-125.00, P = 0.026), and between vancomycin-resistant Enterococci colonization and having undergone an invasive procedure (AOR = 8.648, 95% CI: 1.870-39.992, P = 0.006). CONCLUSION The study reveals a significant prevalence of methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococci colonization among cancer patients, raising public health concerns. High antibiotic resistance rates complicate treatment and may impact patient outcomes. Notably, the high inducible clindamycin resistance report, highlights the need for D-testing. Screening for methicillin-resistant Staphylococcus aureus is recommended as an important antibiotic stewardship measure, while early detection of vancomycin-resistant Enterococci colonization is crucial to reduce complications.
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Affiliation(s)
- Eden Getaneh Mekonnen
- Department of Medical Microbiology, School of Biomedical and Laboratory Sciences, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
| | - Abebe Birhanu
- Department of Medical Microbiology, School of Biomedical and Laboratory Sciences, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
| | - Mulugeta Yimer
- Department of Pediatrics and Child Health, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
| | - Segenet Bizuneh
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
| | - Mucheye Gizachew
- Department of Medical Microbiology, School of Biomedical and Laboratory Sciences, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
| | - Baye Gelaw
- Department of Medical Microbiology, School of Biomedical and Laboratory Sciences, College of Medicine and Health Sciences, University of Gondar, Northwest Ethiopia
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Bessesen MT. Interventions targeting the nasal microbiome to eradicate methicillin-resistant Staphylococcusaureus. Clin Microbiol Infect 2025; 31:190-193. [PMID: 39481681 DOI: 10.1016/j.cmi.2024.10.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 08/18/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Staphylococcus aureus is an important pathogen in many sites, including the bloodstream, skin and soft tissue, bone and joints. When infection is caused by methicillin-resistant S. aureus (MRSA), therapy is more difficult and outcomes are less favourable. Nasal colonization is associated with increased risk for MRSA infections. The nasal microbiome may play a role in risk for nasal colonization and infection. OBJECTIVES To review the role of the microbiome in MRSA nasal colonization and infection. SOURCES Peer-reviewed literature identified in a MEDLINE search using MRSA, S. aureus, prebiotic and microbiota as search terms. CONTENT Reduction of S. aureus nasal colonization has been shown to reduce risk of S. aureus infections, but decolonization methods are imperfect. The role of the nasal microbiome in host defence against S. aureus colonization and infection is explored. Numerous organisms have been shown to be negatively associated with S. aureus colonization. The antimicrobial molecules produced by these organisms are an active area of research. IMPLICATIONS Future research should focus on development of safe and effective molecules that can inhibit S. aureus in the nasal vestibule. Damage to the diverse nasal microbiota by unnecessary antibiotics should be avoided.
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Affiliation(s)
- Mary T Bessesen
- Infectious Diseases Section, Department of Medicine, Veterans Affairs Eastern Colorado Healthcare System, 1700 North Wheeling, Aurora, CO, USA; Infectious Diseases Division, Department of Medicine, University of Colorado Anschutz School of Medicine, Aurora, CO, USA.
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King AM, Zhang Z, Glassey E, Siuti P, Clardy J, Voigt CA. Systematic mining of the human microbiome identifies antimicrobial peptides with diverse activity spectra. Nat Microbiol 2023; 8:2420-2434. [PMID: 37973865 DOI: 10.1038/s41564-023-01524-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 10/12/2023] [Indexed: 11/19/2023]
Abstract
Human-associated bacteria secrete modified peptides to control host physiology and remodel the microbiota species composition. Here we scanned 2,229 Human Microbiome Project genomes of species colonizing skin, gastrointestinal tract, urogenital tract, mouth and trachea for gene clusters encoding RiPPs (ribosomally synthesized and post-translationally modified peptides). We found 218 lanthipeptides and 25 lasso peptides, 70 of which were synthesized and expressed in E. coli and 23 could be purified and functionally characterized. They were tested for activity against bacteria associated with healthy human flora and pathogens. New antibiotics were identified against strains implicated in skin, nasal and vaginal dysbiosis as well as from oral strains selectively targeting those in the gut. Extended- and narrow-spectrum antibiotics were found against methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococci. Mining natural products produced by human-associated microbes will enable the elucidation of ecological relationships and may be a rich resource for antimicrobial discovery.
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Affiliation(s)
- Andrew M King
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Zhengan Zhang
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Emerson Glassey
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Piro Siuti
- Synthetic Biology Group, Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Jon Clardy
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Christopher A Voigt
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
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Hammond EN, Kates AE, Putman-Buehler N, Watson L, Godfrey JJ, Brys N, Deblois C, Steinberger AJ, Cox MS, Skarlupka JH, Haleem A, Bentz ML, Suen G, Safdar N. A quality improvement study on the relationship between intranasal povidone-iodine and anesthesia and the nasal microbiota of surgery patients. PLoS One 2022; 17:e0278699. [PMID: 36490265 PMCID: PMC9733847 DOI: 10.1371/journal.pone.0278699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/22/2022] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION The composition of the nasal microbiota in surgical patients in the context of general anesthesia and nasal povidone-iodine decolonization is unknown. The purpose of this quality improvement study was to determine: (i) if general anesthesia is associated with changes in the nasal microbiota of surgery patients and (ii) if preoperative intranasal povidone-iodine decolonization is associated with changes in the nasal microbiota of surgery patients. MATERIALS AND METHODS One hundred and fifty-one ambulatory patients presenting for surgery were enrolled in a quality improvement study by convenience sampling. Pre- and post-surgery nasal samples were collected from patients in the no intranasal decolonization group (control group, n = 54). Pre-decolonization nasal samples were collected from the preoperative intranasal povidone-iodine decolonization group (povidone-iodine group, n = 97). Intranasal povidone-iodine was administered immediately prior to surgery and continued for 20 minutes before patients proceeded for surgery. Post-nasal samples were then collected. General anesthesia was administered to both groups. DNA from the samples was extracted for 16S rRNA sequencing on an Illumina MiSeq. RESULTS In the control group, there was no evidence of change in bacterial diversity between pre- and post-surgery samples. In the povidone-iodine group, nasal bacterial diversity was greater in post-surgery, relative to pre-surgery (Shannon's Diversity Index (P = 0.038), Chao's richness estimate (P = 0.02) and Inverse Simpson index (P = 0.027). Among all the genera, only the relative abundance of the genus Staphylococcus trended towards a decrease in patients after application (FDR adjusted P = 0.06). Abundant genera common to both povidone-iodine and control groups included Staphylococcus, Bradyrhizobium, Corynebacterium, Dolosigranulum, Lactobacillus, and Moraxella. CONCLUSIONS We found general anesthesia was not associated with changes in the nasal microbiota. Povidone-iodine treatment was associated with nasal microbial diversity and decreased abundance of Staphylococcus. Future studies should examine the nasal microbiota structure and function longitudinally in surgical patients receiving intranasal povidone-iodine.
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Affiliation(s)
- Eric N. Hammond
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, Madison, WI, United States of America
- Division of Infectious Disease, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
| | - Ashley E. Kates
- Division of Infectious Disease, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
- William S. Middleton Memorial Veterans Hospital, Madison, WI, United States of America
| | - Nathan Putman-Buehler
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Lauren Watson
- SSM Health, St. Mary’s Hospital, Madison, WI, United States of America
| | - Jared J. Godfrey
- Division of Infectious Disease, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
- William S. Middleton Memorial Veterans Hospital, Madison, WI, United States of America
| | - Nicole Brys
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Courtney Deblois
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States of America
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Andrew J. Steinberger
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States of America
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Madison S. Cox
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States of America
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Joseph H. Skarlupka
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States of America
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Ambar Haleem
- Division of Infectious Disease, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
| | - Michael L. Bentz
- Division of Plastic and Reconstructive Surgery and Urology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
| | - Garret Suen
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Nasia Safdar
- Division of Infectious Disease, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America
- William S. Middleton Memorial Veterans Hospital, Madison, WI, United States of America
- * E-mail:
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Abstract
Microbes in the 21st century are understood as symbionts ‘completing’ the human ‘superorganism’ (Homo sapiens plus microbial partners-in-health). This paper addresses a significant paradox: despite the vast majority of our genes being microbial, the lack of routine safety testing for the microbiome has led to unintended collateral side effects from pharmaceuticals that can damage the microbiome and inhibit innate ‘colonization resistance’ against pathobionts. Examples are discussed in which a Microbiome First Medicine approach provides opportunities to ‘manage our microbes’ holistically, repair dysbiotic superorganisms, and restore health and resilience in the gut and throughout the body: namely, managing nosocomial infections for Clostridioides difficile and Staphylococcus aureus and managing the gut and neural systems (gut–brain axis) in autism spectrum disorder. We then introduce a risk analysis tool: the evidence map. This ‘mapping’ tool was recently applied by us to evaluate evidence for benefits, risks, and uncertainties pertaining to the breastmilk ecosystem. Here, we discuss the potential role of the evidence map as a risk analysis methodology to guide scientific and societal efforts to: (1) enhance ecosystem resilience, (2) ‘manage our microbes’, and (3) minimize the adverse effects of both acute and chronic diseases.
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7
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Zhao N, Khamash DF, Koh H, Voskertchian A, Egbert E, Mongodin EF, White JR, Hittle L, Colantuoni E, Milstone AM. Low Diversity in Nasal Microbiome Associated With Staphylococcus aureus Colonization and Bloodstream Infections in Hospitalized Neonates. Open Forum Infect Dis 2021; 8:ofab475. [PMID: 34651052 PMCID: PMC8507450 DOI: 10.1093/ofid/ofab475] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 09/14/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Staphylococcus aureus is a leading cause of infectious morbidity and mortality in neonates. Few data exist on the association of the nasal microbiome and susceptibility to neonatal S. aureus colonization and infection. METHODS We performed 2 matched case-control studies (colonization cohort-neonates who did and did not acquire S. aureus colonization; bacteremia cohort-neonates who did [colonized neonates] and did not [controls] acquire S. aureus colonization and neonates with S. aureus bacteremia [bacteremic neonantes]). Neonates in 2 intensive care units were enrolled and matched on week of life at time of colonization or infection. Nasal samples were collected weekly until discharge and cultured for S. aureus, and the nasal microbiome was characterized using 16S rRNA gene sequencing. RESULTS In the colonization cohort, 43 S. aureus-colonized neonates were matched to 82 controls. At 1 week of life, neonates who acquired S. aureus colonization had lower alpha diversity (Wilcoxon rank-sum test P < .05) and differed in beta diversity (omnibus MiRKAT P = .002) even after adjusting for birth weight (P = .01). The bacteremia cohort included 10 neonates, of whom 80% developed bacteremia within 4 weeks of birth and 70% had positive S. aureus cultures within a few days of bacteremia. Neonates with bacteremia had an increased relative abundance of S. aureus sequences and lower alpha diversity measures compared with colonized neonates and controls. CONCLUSIONS The association of increased S. aureus abundance and decrease of microbiome diversity suggest the need for interventions targeting the nasal microbiome to prevent S. aureus disease in vulnerable neonates.
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Affiliation(s)
- Ni Zhao
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Dina F Khamash
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hyunwook Koh
- Deptartment of Applied Mathematics & Statistics, The State University of New York, Korea (SUNY Korea), Incheon, South Korea
| | - Annie Voskertchian
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emily Egbert
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emmanuel F Mongodin
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | | | - Elizabeth Colantuoni
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Aaron M Milstone
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Li J, Chen J, Yang G, Tao L. Sublancin protects against methicillin-resistant Staphylococcus aureus infection by the combined modulation of innate immune response and microbiota. Peptides 2021; 141:170533. [PMID: 33775803 DOI: 10.1016/j.peptides.2021.170533] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/25/2021] [Accepted: 03/17/2021] [Indexed: 02/07/2023]
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is a major pathogen responsible for community and hospital bacterial infections. In the present study, the protective role of sublancin, an antimicrobial peptides, was explored in MRSA infection model. We report that sublancin directly induce macrophage migration through the chemotactic receptors. We further show that sublancin exhibits protection in a mouse MRSA infection model. This protection involved an immunomodulatory activity, but was blocked by depletion of monocyte/macrophages or neutrophils. Sublancin selectively up-regulates the levels of chemokines (C-X-C motif chemokine ligand 1, CXCL1 and monocyte chemoattractant protein-1, MCP-1) while reducing the production of pro-inflammatory cytokine (tumor necrosis factor-α, TNF-α). Meanwhile, sublancin regulated the microbiota composition disrupted by MRSA injection, increasing the abundance of Lactobacillus and decreasing that of Staphylococcus and Pseudomonas. Also, sublancin restored to normal levels of metabolic functional pathways, especially amino acid biosynthesis (e.g., branched amino acid, histidine and tryptophan), disrupted after injection, and this restoration was significantly correlated with neutrophils. These results demonstrates that sublancin stimulates the innate response and modulates the microbiota community to protect against MRSA infection.
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Affiliation(s)
- Jiantao Li
- College of Animal Husbandry and Veterinary, Shenyang Agricultural University, Shenyang, Liaoning Province, 110866, China.
| | - Jing Chen
- College of Animal Husbandry and Veterinary, Shenyang Agricultural University, Shenyang, Liaoning Province, 110866, China
| | - Guiqin Yang
- College of Animal Husbandry and Veterinary, Shenyang Agricultural University, Shenyang, Liaoning Province, 110866, China
| | - Lijuan Tao
- College of Animal Husbandry and Veterinary, Shenyang Agricultural University, Shenyang, Liaoning Province, 110866, China
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Carpenter CM, Frank DN, Williamson K, Arbet J, Wagner BD, Kechris K, Kroehl ME. tidyMicro: a pipeline for microbiome data analysis and visualization using the tidyverse in R. BMC Bioinformatics 2021; 22:41. [PMID: 33526006 PMCID: PMC7852128 DOI: 10.1186/s12859-021-03967-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 01/12/2021] [Indexed: 11/10/2022] Open
Abstract
Background The drive to understand how microbial communities interact with their environments has inspired innovations across many fields. The data generated from sequence-based analyses of microbial communities typically are of high dimensionality and can involve multiple data tables consisting of taxonomic or functional gene/pathway counts. Merging multiple high dimensional tables with study-related metadata can be challenging. Existing microbiome pipelines available in R have created their own data structures to manage this problem. However, these data structures may be unfamiliar to analysts new to microbiome data or R and do not allow for deviations from internal workflows. Existing analysis tools also focus primarily on community-level analyses and exploratory visualizations, as opposed to analyses of individual taxa. Results We developed the R package “tidyMicro” to serve as a more complete microbiome analysis pipeline. This open source software provides all of the essential tools available in other popular packages (e.g., management of sequence count tables, standard exploratory visualizations, and diversity inference tools) supplemented with multiple options for regression modelling (e.g., negative binomial, beta binomial, and/or rank based testing) and novel visualizations to improve interpretability (e.g., Rocky Mountain plots, longitudinal ordination plots). This comprehensive pipeline for microbiome analysis also maintains data structures familiar to R users to improve analysts’ control over workflow. A complete vignette is provided to aid new users in analysis workflow. Conclusions tidyMicro provides a reliable alternative to popular microbiome analysis packages in R. We provide standard tools as well as novel extensions on standard analyses to improve interpretability results while maintaining object malleability to encourage open source collaboration. The simple examples and full workflow from the package are reproducible and applicable to external data sets.
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Affiliation(s)
- Charlie M Carpenter
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| | - Daniel N Frank
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Denver, CO, USA
| | - Kayla Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Jaron Arbet
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Katerina Kechris
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Miranda E Kroehl
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Comparison of Illumina versus Nanopore 16S rRNA Gene Sequencing of the Human Nasal Microbiota. Genes (Basel) 2020; 11:genes11091105. [PMID: 32967250 PMCID: PMC7565314 DOI: 10.3390/genes11091105] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 09/11/2020] [Accepted: 09/14/2020] [Indexed: 12/11/2022] Open
Abstract
Illumina and nanopore sequencing technologies are powerful tools that can be used to determine the bacterial composition of complex microbial communities. In this study, we compared nasal microbiota results at genus level using both Illumina and nanopore 16S rRNA gene sequencing. We also monitored the progression of nanopore sequencing in the accurate identification of species, using pure, single species cultures, and evaluated the performance of the nanopore EPI2ME 16S data analysis pipeline. Fifty-nine nasal swabs were sequenced using Illumina MiSeq and Oxford Nanopore 16S rRNA gene sequencing technologies. In addition, five pure cultures of relevant bacterial species were sequenced with the nanopore sequencing technology. The Illumina MiSeq sequence data were processed using bioinformatics modules present in the Mothur software package. Albacore and Guppy base calling, a workflow in nanopore EPI2ME (Oxford Nanopore Technologies—ONT, Oxford, UK) and an in-house developed bioinformatics script were used to analyze the nanopore data. At genus level, similar bacterial diversity profiles were found, and five main and established genera were identified by both platforms. However, probably due to mismatching of the nanopore sequence primers, the nanopore sequencing platform identified Corynebacterium in much lower abundance compared to Illumina sequencing. Further, when using default settings in the EPI2ME workflow, almost all sequence reads that seem to belong to the bacterial genus Dolosigranulum and a considerable part to the genus Haemophilus were only identified at family level. Nanopore sequencing of single species cultures demonstrated at least 88% accurate identification of the species at genus and species level for 4/5 strains tested, including improvements in accurate sequence read identification when the basecaller Guppy and Albacore, and when flowcell versions R9.4 (Oxford Nanopore Technologies—ONT, Oxford, UK) and R9.2 (Oxford Nanopore Technologies—ONT, Oxford, UK) were compared. In conclusion, the current study shows that the nanopore sequencing platform is comparable with the Illumina platform in detection bacterial genera of the nasal microbiota, but the nanopore platform does have problems in detecting bacteria within the genus Corynebacterium. Although advances are being made, thorough validation of the nanopore platform is still recommendable.
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Lu H, He L, Xu J, Song W, Feng X, Zhao Y, Meng H. Well-maintained patients with a history of periodontitis still harbor a more dysbiotic microbiome than health. J Periodontol 2020; 91:1584-1594. [PMID: 32490546 DOI: 10.1002/jper.19-0498] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 02/06/2020] [Accepted: 04/26/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND It remains unclear whether well-maintained subjects, with periodontitis in the past, effectively treated, and maintained for a long time, have the same subgingival microbiome as healthy subjects. Therefore, the objective of this study was to investigate the characteristics of the subgingival microbiome in well-maintained patients with a history of periodontitis compared with healthy subjects. METHODS We recruited in 17 well-maintained individuals (no evidence of clinical inflammation and progress of periodontitis) and 21 healthy individuals. Periodontal clinical parameters, consisting of missing teeth, plaque index (PLI), periodontal depth (PD), and bleeding index (BI), were recorded and analyzed. The pooled subgingival samples from mesiobuccal sites of two maxillary first molars were collected. The V3-V4 region of 16S rRNA gene from 38 subgingival samples was sequenced and analyzed. Alpha diversity, microbial composition, types of bacteria, functional pathways between well-maintained group and health group were compared using Mann-Whitney U test. Spearman correlation was used in analyzing the symbiotic relationship among taxa. A classification model was constructed to distinguish two ecological types. RESULTS The maintained individuals demonstrated a different microbiome from healthy subjects, with higher diversity, more disordered structure, more pathogenic microbiota, and more host-destructive metabolism pathways. The genera Actinomyces, Streptococcus, Leptotrichia, Capnocytophaga, Lautropia, and Fusobacterium were predominant components with relative abundance >5% in the subgingival microbiome of well-maintained patients. The classification model by microbiota got a remarkable accuracy of 83.33%. CONCLUSIONS Individuals with well-maintained periodontitis showed a more dysbiotic microbial community than healthy individuals. Therefore, close monitoring and scheduled maintenance treatment are necessary for them to maintain a healthy periodontal condition.
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Affiliation(s)
- Hongye Lu
- Department of Periodontology, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Lu He
- Department of Periodontology, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Jingling Xu
- Department of Stomatology, Peking University International Hospital, Beijing, China
| | - Wenli Song
- The Third Clinical Division, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Xianghui Feng
- Department of Periodontology, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Yibing Zhao
- Department of Periodontology, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
| | - Huanxin Meng
- Department of Periodontology, Peking University School and Hospital of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Laboratory for Digital and Material Technology of Stomatology & Beijing Key Laboratory of Digital Stomatology, Beijing, China
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12
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Abstract
Staphylococci, and in particular Staphylococcus aureus, cause an extensive variety of infections in a range of hosts. The comprehensive analysis of staphylococcal genomes reveals mechanisms controlling the organism's biology, pathobiology, and dissemination. Whole-genome sequencing technologies led to a quantum leap in our understanding of bacterial genomes. The recent cost reduction of sequencing has resulted in unprecedented volumes of genomic information about S. aureus, one of the most sequenced bacterial species. Collecting, comparing, and interpreting big data is challenging, but fascinating insights have emerged. For example, it is becoming clearer which selective pressures staphylococci face in their habitats and which mechanisms allow this pathogen to adapt, survive, and spread. A key theme is the constant evolution of staphylococci as they alter their genome, exchange DNA, and adapt to new environments, leading to the emergence of increasingly successful, antibiotic-resistant, immune-evading, and host-adapted colonizers and pathogens. This article introduces the structure of staphylococcal genomes, details how genomes vary between strains, outlines the mechanisms of genetic variation, and describes the features of successful clones.
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Affiliation(s)
- Jodi A Lindsay
- St. George's, University of London, Institute of Infection and Immunity, London, United Kingdom
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13
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McNeil JC, Fritz SA. Prevention Strategies for Recurrent Community-Associated Staphylococcus aureus Skin and Soft Tissue Infections. Curr Infect Dis Rep 2019; 21:12. [PMID: 30859379 DOI: 10.1007/s11908-019-0670-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Staphylococcus aureus skin and soft tissue infections (SSTI) are a major source of morbidity. More than half of patients experiencing SSTI will have at least one recurrent infection. These infections frequently cluster in households. Given the burden these infections pose to patients and healthcare, prevention strategies are of major clinical importance and represent an active area of research. Bacterial colonization is frequently an early and critical step in the pathogenesis of infection. As such, strategies to prevent reinfection have aimed to decrease staphylococcal colonization of the skin and mucus membranes, a process referred to as decolonization. RECENT FINDINGS Treatment of acute SSTI with incision and drainage and systemic antibiotics is the mainstay of therapy for healing of the acute infection. Systemic antibiotics also provide benefit through reduced incidence of recurrent SSTI. Education for patients and families regarding optimization of personal and household hygiene measures, and avoidance of sharing personal hygiene items, is an essential component in prevention efforts. For patients experiencing recurrent SSTI, or in households in which multiple members have experienced SSTI, decolonization should be recommended for all household members. A recommended decolonization regimen includes application of intranasal mupirocin and antiseptic body washes with chlorhexidine or dilute bleach water baths. For patients who continue to experience recurrent SSTI, periodic decolonization should be considered. Personal decolonization with topical antimicrobials and antiseptics reduces the incidence of recurrent S. aureus SSTI. Future avenues for investigation include strategies for household environmental decontamination as well as manipulation of the host microbiota.
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Affiliation(s)
- J Chase McNeil
- Department of Pediatrics, Section of Infectious Diseases, Baylor College of Medicine, Houston, TX, USA
| | - Stephanie A Fritz
- Department of Pediatrics, Division of Infectious Diseases, Washington University School of Medicine, 660 S. Euclid Avenue, CB 8116, St. Louis, MO, 63110, USA.
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14
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Tan XL, Liu HY, Long J, Jiang Z, Luo Y, Zhao X, Cai S, Zhong X, Cen Z, Su J, Zhou H. Septic patients in the intensive care unit present different nasal microbiotas. Future Microbiol 2019; 14:383-395. [PMID: 30803270 PMCID: PMC6479279 DOI: 10.2217/fmb-2018-0349] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
AIM The primary objective of this study was to evaluate correlations among mortality, intensive care unit (ICU) length of stay and airway microbiotas in septic patients. MATERIALS & METHODS A deep-sequencing analysis of the 16S rRNA gene V4 region was performed. RESULTS The nasal microbiota in septic patients was dominated by three nasal bacterial types (Corynebacterium, Staphylococcus and Acinetobacter). The Acinetobacter type was associated with the lowest diversity and longest length of stay (median: 9 days), and the Corynebacterium type was associated with the shortest length of stay. We found that the Acinetobacter type in the >9-day group was associated with the highest mortality (33%). CONCLUSION Septic patients have three nasal microbiota types, and the nasal microbiota is related to the length of stay and mortality.
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Affiliation(s)
- Xi-Lan Tan
- Department of Environmental Health, School of Public Health, Southern Medical University, Guangzhou, PR China.,Division of Infection Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Hai-Yue Liu
- State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Jun Long
- State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Zhaofang Jiang
- State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Yuemei Luo
- Department of Environmental Health, School of Public Health, Southern Medical University, Guangzhou, PR China.,State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Xin Zhao
- State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Shumin Cai
- Department of Intensive Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, PR China
| | - Xiaozhu Zhong
- Division of Infection Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Zhongran Cen
- Division of Intensive Care Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
| | - Jin Su
- Chronic Airways Diseases Laboratory, Department of Respiratory & Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, PR China
| | - Hongwei Zhou
- Department of Environmental Health, School of Public Health, Southern Medical University, Guangzhou, PR China.,State Key Laboratory of Organ Failure Research, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, PR China
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15
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Sorbara MT, Pamer EG. Interbacterial mechanisms of colonization resistance and the strategies pathogens use to overcome them. Mucosal Immunol 2019; 12:1-9. [PMID: 29988120 PMCID: PMC6312114 DOI: 10.1038/s41385-018-0053-0] [Citation(s) in RCA: 179] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 05/15/2018] [Accepted: 05/27/2018] [Indexed: 02/08/2023]
Abstract
The communities of bacteria that reside in the intestinal tract are in constant competition within this dynamic and densely colonized environment. At homeostasis, the equilibrium that exists between these species and strains is shaped by their metabolism and also by pathways of active antagonism, which drive competition with related and unrelated strains. Importantly, these normal activities contribute to colonization resistance by the healthy microbiota, which includes the ability to prevent the expansion of potential pathogens. Disruption of the microbiota, resulting from, for example, inflammation or antibiotic use, can reduce colonization resistance. Pathogens that engraft following disruption of the microbiota are often adapted to expand into newly created niches and compete in an altered gut environment. In this review, we examine both the interbacterial mechanisms of colonization resistance and the strategies of pathogenic strains to exploit gaps in colonization resistance.
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Affiliation(s)
- Matthew T. Sorbara
- Immunology Program, Sloan Kettering Institute, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Eric G. Pamer
- Immunology Program, Sloan Kettering Institute, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
- Center for Microbes, Inflammation and Cancer, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
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16
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Research Agenda for Microbiome Based Research for Multidrug-resistant Organism Prevention in the Veterans Health Administration System. Infect Control Hosp Epidemiol 2018; 39:202-209. [PMID: 29417924 DOI: 10.1017/ice.2017.311] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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17
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Coleman M, Elkins C, Gutting B, Mongodin E, Solano-Aguilar G, Walls I. Microbiota and Dose Response: Evolving Paradigm of Health Triangle. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2018; 38:2013-2028. [PMID: 29900563 DOI: 10.1111/risa.13121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 01/31/2018] [Accepted: 03/17/2018] [Indexed: 06/08/2023]
Abstract
SRA Dose-Response and Microbial Risk Analysis Specialty Groups jointly sponsored symposia that addressed the intersections between the "microbiome revolution" and dose response. Invited speakers presented on innovations and advances in gut and nasal microbiota (normal microbial communities) in the first decade after the Human Microbiome Project began. The microbiota and their metabolites are now known to influence health and disease directly and indirectly, through modulation of innate and adaptive immune systems and barrier function. Disruption of healthy microbiota is often associated with changes in abundance and diversity of core microbial species (dysbiosis), caused by stressors including antibiotics, chemotherapy, and disease. Nucleic-acid-based metagenomic methods demonstrated that the dysbiotic host microbiota no longer provide normal colonization resistance to pathogens, a critical component of innate immunity of the superorganism. Diverse pathogens, probiotics, and prebiotics were considered in human and animal models (in vivo and in vitro). Discussion included approaches for design of future microbial dose-response studies to account for the presence of the indigenous microbiota that provide normal colonization resistance, and the absence of the protective microbiota in dysbiosis. As NextGen risk analysis methodology advances with the "microbiome revolution," a proposed new framework, the Health Triangle, may replace the old paradigm based on the Disease Triangle (focused on host, pathogen, and environment) and germophobia. Collaborative experimental designs are needed for testing hypotheses about causality in dose-response relationships for pathogens present in our environments that clearly compete in complex ecosystems with thousands of bacterial species dominating the healthy superorganism.
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18
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Strube ML, Hansen JE, Rasmussen S, Pedersen K. A detailed investigation of the porcine skin and nose microbiome using universal and Staphylococcus specific primers. Sci Rep 2018; 8:12751. [PMID: 30143677 PMCID: PMC6109091 DOI: 10.1038/s41598-018-30689-y] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 08/02/2018] [Indexed: 01/10/2023] Open
Abstract
MRSA is an increasing problem in humans as well as livestock. The bacterial co-colonization of the skin in MRSA carriers has been poorly investigated and moreover, there have been no methods for high resolution investigations of the Staphylococcus genus apart from tediously culturing or doing multiple PCRs. On 120 samples from pig ear, skin and nose, we generated amplicons from the V1-V2 region of the 16S rRNA gene to gather an overview of the genus-level microbiome, along with using MRSA specific plates to count MRSA. In parallel with this, amplicons of the tuf gene were generated, targeting only a region of the tuf gene found only in the Staphylococcus genus. Using these methods, we determined a core microbiota across the healthy pig and determined the Staphylococcus genus to be dominated by S. equorum. Moreover, we found Streptococcus to be inversely associated with Staphylococcus and MRSA, suggesting a role for this genus in combating MRSA. In this work, we have thoroughly investigated the skin and nose microbiome of the pig and developed a high throughput method for profiling the Staphylococcus genus which we believe will be useful for further investigations.
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Affiliation(s)
- Mikael Lenz Strube
- National Veterinary Institute, Technical University of Denmark, Kemitorvet, building 202, DK-2800, Kgs Lyngby, Denmark.
| | - Julie Elvekjær Hansen
- National Veterinary Institute, Technical University of Denmark, Kemitorvet, building 202, DK-2800, Kgs Lyngby, Denmark
| | - Sophia Rasmussen
- National Veterinary Institute, Technical University of Denmark, Kemitorvet, building 202, DK-2800, Kgs Lyngby, Denmark
| | - Karl Pedersen
- National Veterinary Institute, Technical University of Denmark, Kemitorvet, building 202, DK-2800, Kgs Lyngby, Denmark
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19
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Ramakrishnan VR, Holt J, Nelson LF, Ir D, Robertson CE, Frank DN. Determinants of the Nasal Microbiome: Pilot Study of Effects of Intranasal Medication Use. ALLERGY & RHINOLOGY 2018; 9:2152656718789519. [PMID: 30128169 PMCID: PMC6088474 DOI: 10.1177/2152656718789519] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Introduction A role for bacteria and other microbes has long been suspected in the chronic
inflammatory sinonasal diseases. Recent studies utilizing
culture-independent, sequence-based identification have demonstrated
aberrant shifts in the sinus microbiota of chronic rhinosinusitis subjects,
compared with ostensibly healthy controls. Examining how such microbiota
shifts occur and the potential for physician-prescribed interventions to
influence microbiota dynamics are the topics of the current article. Methods The nasal cavity microbiota of 5 subjects was serially examined over an
8-week period using pan-bacterial 16S rRNA gene sequencing. Four of the
subjects were administered topical mometasone furoate spray, while 1 subject
underwent a mupirocin decolonization procedure in anticipation of orthopedic
surgery. Results Measures of microbial diversity were unaffected by intranasal treatment in 2
patients and were markedly increased in the remaining 3. The increase in
microbial diversity was related to clearance of Moraxella
spp. and a simultaneous increase in members of the phylum Actinobacteria.
Both effects persisted at least 2 weeks beyond cessation of treatment.
Transient changes in the relative abundance of several bacterial genera,
including Staphylococcus and
Priopionibacteria, were also observed during
treatment. Conclusions The effects of intranasal steroids on the sinonasal microbiome are poorly
understood, despite their widespread use in treating chronic sinonasal
inflammatory disorders. In this longitudinal study, administration of
intranasal mometasone furoate or mupirocin resulted in shifts in microbial
diversity that persisted to some degree following treatment cessation.
Further characterization of these effects as well as elucidation of the
mechanism(s) underlying these changes is needed.
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Affiliation(s)
- Vijay R Ramakrishnan
- Department of Otolaryngology-Head and Neck Surgery, University of Colorado School of Medicine, Aurora, Colorado
| | - Justin Holt
- Department of Otolaryngology-Head and Neck Surgery, University of Colorado School of Medicine, Aurora, Colorado.,Department of Otolaryngology-Head and Neck Surgery, Oregon Health & Science University, Portland, Oregon
| | - Leah F Nelson
- Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
| | - Diana Ir
- Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
| | - Charles E Robertson
- Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
| | - Daniel N Frank
- Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
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20
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Shi B, Leung DYM, Taylor PA, Li H. Methicillin-Resistant Staphylococcus aureus Colonization Is Associated with Decreased Skin Commensal Bacteria in Atopic Dermatitis. J Invest Dermatol 2018; 138:1668-1671. [PMID: 29410379 PMCID: PMC6019637 DOI: 10.1016/j.jid.2018.01.022] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 01/12/2018] [Accepted: 01/22/2018] [Indexed: 01/28/2023]
Affiliation(s)
- Baochen Shi
- Department of Molecular and Medical Pharmacology, Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Donald Y M Leung
- Department of Pediatrics, National Jewish Health, Denver, Colorado, USA; Department of Pediatrics, University of Colorado Denver, Aurora, Colorado, USA
| | - Patricia A Taylor
- Department of Pediatrics, National Jewish Health, Denver, Colorado, USA
| | - Huiying Li
- Department of Molecular and Medical Pharmacology, Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA; UCLA-DOE Institute for Genomics and Proteomics, University of California, Los Angeles, Los Angeles, California, USA.
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21
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Benoit JB, Frank DN, Bessesen MT. Genomic evolution of Staphylococcus aureus isolates colonizing the nares and progressing to bacteremia. PLoS One 2018; 13:e0195860. [PMID: 29723202 PMCID: PMC5933776 DOI: 10.1371/journal.pone.0195860] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 03/31/2018] [Indexed: 12/21/2022] Open
Abstract
Background Nasal colonization by Staphylococcus aureus is a key risk factor for bacteremia. The objective of this study is to identify genomic modifications occurring in nasal carriage strains of S. aureus as they progress to bacteremia in a cohort of hospitalized patients. Methods Eight patients with S. aureus bacteremia were identified. Genomic sequences of the bloodstream isolates were compared with 57 nasal isolates collected longitudinally prior to the occurrence of bacteremia, which covered a timespan of up to 326 days before bacteremia. Results Within each subject, nasal colonizing strains were closely related to bacteremia strains. Within a subject, the number of single nucleotide polymorphisms (SNPs) observed between time points was greater than within a single time point. Co-colonization and strain replacement were observed in one case. In all cases colonization progressed to bacteremia without addition of new virulence genes. In one case, a mutation in the accessory gene regulator gene caused abrogation of agr function. Conclusion S. aureus evolves in the human nares at a variable rate. Progression of S. aureus nasal colonization to nosocomial infection is seldom associated with acquisition of new virulence determinants. Mutation in the agr gene with abrogation of function was associated with progression to bacteremia in one case.
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Affiliation(s)
- Jeanne B. Benoit
- Division of Infectious Diseases, Department of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
- Department of Veterans Affairs Eastern Colorado Healthcare System, Denver, Colorado, United States of America
| | - Daniel N. Frank
- Division of Infectious Diseases, Department of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
- Department of Veterans Affairs Eastern Colorado Healthcare System, Denver, Colorado, United States of America
| | - Mary T. Bessesen
- Division of Infectious Diseases, Department of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
- Department of Veterans Affairs Eastern Colorado Healthcare System, Denver, Colorado, United States of America
- * E-mail:
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22
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Khamash DF, Voskertchian A, Milstone AM. Manipulating the microbiome: evolution of a strategy to prevent S. aureus disease in children. J Perinatol 2018; 38:105-109. [PMID: 29120455 PMCID: PMC5790614 DOI: 10.1038/jp.2017.155] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 08/21/2017] [Accepted: 08/30/2017] [Indexed: 12/12/2022]
Abstract
Hospitalized infants have the highest rates of invasive Staphylococcus aureus disease of any population and infection control strategies such as decolonization have been insufficient. For decades, researchers began studying the microbiome in search of new prevention strategies. The resident microbiota was found to be closely associated with susceptibility and at times, resistance to S. aureus colonization. The evolution of nucleic acid based techniques has enhanced our understanding of the complex relationship between the nasal microbiota and S. aureus colonization. We review what is known about bacterial communities in the nasal cavity of infants and discuss how future microbiome studies may help identify novel interventions to protect high-risk infants from S. aureus disease.
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Affiliation(s)
- Dina F. Khamash
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Annie Voskertchian
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Aaron M. Milstone
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD,Department of Hospital Epidemiology and Infection Control, Johns Hopkins Hospital, Baltimore, MD
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23
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Bomar L, Brugger SD, Lemon KP. Bacterial microbiota of the nasal passages across the span of human life. Curr Opin Microbiol 2017; 41:8-14. [PMID: 29156371 DOI: 10.1016/j.mib.2017.10.023] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 10/27/2017] [Indexed: 01/15/2023]
Abstract
The human nasal passages host major human pathogens. Recent research suggests that the microbial communities inhabiting the epithelial surfaces of the nasal passages are a key factor in maintaining a healthy microenvironment by affecting both resistance to pathogens and immunological responses. The nasal bacterial microbiota shows distinct changes over the span of human life and disruption by environmental factors might be associated with both short- and long-term health consequences, such as susceptibility to viral and bacterial infections and disturbances of the immunological balance. Because infants and older adults experience a high burden of morbidity and mortality from respiratory tract infections, we review recent data on the bacterial nasal microbiota composition in health and acute respiratory infection in these age groups.
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Affiliation(s)
- Lindsey Bomar
- The Forsyth Institute (Microbiology), Cambridge, MA, United States; Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, MA, United States
| | - Silvio D Brugger
- The Forsyth Institute (Microbiology), Cambridge, MA, United States; Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, MA, United States
| | - Katherine P Lemon
- The Forsyth Institute (Microbiology), Cambridge, MA, United States; Division of Infectious Diseases, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.
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24
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Kang MS, Lim HS, Oh JS, Lim YJ, Wuertz-Kozak K, Harro JM, Shirtliff ME, Achermann Y. Antimicrobial activity of Lactobacillus salivarius and Lactobacillus fermentum against Staphylococcus aureus. Pathog Dis 2017; 75:2966468. [DOI: 10.1093/femspd/ftx009] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 01/25/2017] [Indexed: 12/20/2022] Open
Affiliation(s)
- Mi-Sun Kang
- Department of Microbial Pathogenesis, School of Dentistry, University of Maryland-Baltimore, Baltimore, 21201 MD, USA
- Oradentics Research Institute, Seoul 06157, South Korea
| | - Hae-Soon Lim
- Department of Microbial Pathogenesis, School of Dentistry, University of Maryland-Baltimore, Baltimore, 21201 MD, USA
- Dental Science Research Institute, Chonnam National University, Gwangju 61186, South Korea
- Department of Dental Education, School of Dentistry, Chonnam National University, Gwangju 61186, South Korea
| | - Jong-Suk Oh
- Department of Microbiology, School of Medicine, Chonnam National University, Gwangju 61469, South Korea
| | - You-jin Lim
- Department of Nursing, Gwangju Health University, Gwangju 62287, South Korea
| | - Karin Wuertz-Kozak
- Institute for Biomechanics, ETH Zurich, 8093 Zurich, Switzerland
- Schön Clinic Munich Harlaching, Spine Center, Academic Teaching Hospital and Spine Research, Institute of the Paracelsus Medical University 5020 Salzburg (Austria), 81547 Munich, Germany
- Department of Health Sciences, University of Potsdam, 14469 Potsdam, Deutschland
| | - Janette M. Harro
- Department of Microbial Pathogenesis, School of Dentistry, University of Maryland-Baltimore, Baltimore, 21201 MD, USA
| | - Mark E. Shirtliff
- Department of Microbial Pathogenesis, School of Dentistry, University of Maryland-Baltimore, Baltimore, 21201 MD, USA
- Department of Microbiology and Immunology, School of Medicine, University of Maryland—Baltimore, Baltimore, 21201 MD, USA
| | - Yvonne Achermann
- Department of Microbial Pathogenesis, School of Dentistry, University of Maryland-Baltimore, Baltimore, 21201 MD, USA
- Department of Infectious Diseases, University and University Hospital Zurich, 8091 Zurich, Switzerland
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25
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Topical Decolonization Does Not Eradicate the Skin Microbiota of Community-Dwelling or Hospitalized Adults. Antimicrob Agents Chemother 2016; 60:7303-7312. [PMID: 27671074 DOI: 10.1128/aac.01289-16] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/21/2016] [Indexed: 12/22/2022] Open
Abstract
Topical antimicrobials are often employed for decolonization and infection prevention and may alter the endogenous microbiota of the skin. The objective of this study was to compare the microbial communities and levels of richness and diversity in community-dwelling subjects and intensive care unit (ICU) patients before and after the use of topical decolonization protocols. We enrolled 15 adults at risk for Staphylococcus aureus infection. Community subjects (n = 8) underwent a 5-day decolonization protocol (twice daily intranasal mupirocin and daily dilute bleach-water baths), and ICU patients (n = 7) received daily chlorhexidine baths. Swab samples were collected from 5 anatomic sites immediately before and again after decolonization. A variety of culture media and incubation environments were used to recover bacteria and fungi; isolates were identified using matrix-assisted laser desorption ionization-time of flight mass spectrometry. Overall, 174 unique organisms were recovered. Unique communities of organisms were recovered from the community-dwelling and hospitalized cohorts. In the community-dwelling cohort, microbial richness and diversity did not differ significantly between collections across time points, although the number of body sites colonized with S. aureus decreased significantly over time (P = 0.004). Within the hospitalized cohort, richness and diversity decreased over time compared to those for the enrollment sampling (from enrollment to final sampling, P = 0.01 for both richness and diversity). Topical antimicrobials reduced the burden of S. aureus while preserving other components of the skin and nasal microbiota.
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Abstract
PURPOSE OF REVIEW The development of culture-independent bacterial DNA sequencing techniques and integration into research practice has led to a burgeoning interest in the microbiome and its relevance to human health and disease. Introduction into the study of chronic rhinosinusitis in the past few years has shaped current thinking on the role of bacteria in the disease process. RECENT FINDINGS Rich and diverse populations of bacteria inhabit the sinonasal cavity at all times. Decreased bacterial richness and diversity may be associated with disease state and outcomes. SUMMARY Although there is much to be explored, the sinus microbiome appears to have potentially promising roles in many aspects of sinus health and disease.
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Affiliation(s)
- Silvio D. Brugger
- Department of Microbiology, The Forsyth Institute, Cambridge, Massachusetts, United States of America
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, United States of America
| | - Lindsey Bomar
- Department of Microbiology, The Forsyth Institute, Cambridge, Massachusetts, United States of America
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, United States of America
| | - Katherine P. Lemon
- Department of Microbiology, The Forsyth Institute, Cambridge, Massachusetts, United States of America
- Division of Infectious Diseases, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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Liu SH, Chen KF, Chen CJ, Lin YH, Huang YC. Intermittent nasal carriage with Staphylococcus aureus within a menstrual cycle: Results from a prospective cohort of healthy carriers. Medicine (Baltimore) 2016; 95:e4040. [PMID: 27368032 PMCID: PMC4937946 DOI: 10.1097/md.0000000000004040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Female sex hormones have been related to nasal Staphylococcus aureus carriage in healthy individuals; however, whether nasal staphylococcal carriage varies by menstrual cycle phase remains unknown.We sampled anterior nares of female healthcare workers twice per week for 6 consecutive menstrual cycles. We used mixed-effects Poisson regression models to determine whether intermittent carriage was associated with cycle phases in a given individual. We also performed recurrent event survival analysis to identify host factors linked to incident carriage status.Overall, we collected 754 nasal swabs over 89 consecutive person-cycles from 14 intermittent carriers. In 84 ovulation-defined menstrual cycles (715 swabs), the period prevalence of staphylococcal carriage was 58.7%, 63.1%, and 64.9% in the follicular, periovulatory, and luteal phases, respectively; these differences were not statistically significant after multivariable adjustment and correction for within-person correlation (adjusted relative risk [RR]-periovulatory 0.92, P: 0.30; luteal 1.00, P: 0.98).Using survival analysis, we identified several host factors that were associated with incident loss, gain of colonization, or both. For example, as compared to women aged 20 to 30 years, those aged 30 to 40 years were less likely to losing carriage (hazard ratio [HR]: 0.26, 95% confidence interval [CI]: 0.09, 0.80) but were as likely to regaining carriage (HR: 0.53, 95% CI: 0.21, 1.34). In comparison, being underweight (body mass index [BMI] <18.5) was significantly associated with a higher risk for regaining (HR: 1.95, 95% CI: 1.34, 1.51) and losing (HR: 1.57, 95% CI: 1.16, 2.12) colonization, indicating the alternating tendency for status changes. Personal hygiene behaviors, such as nostril cleansing habit and methods, differentially affected carriers' risk for losing or regaining staphylococcal colonization.Using an intensive sampling scheme, we found that nasal staphylococcal carriage could vary substantially over time in healthy carriers. Yet, such dynamic intraperson changes in carriage status did not depend on menstrual cycle phases but were associated with host age, BMI, and personal hygiene behavior.
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Affiliation(s)
- Su-Hsun Liu
- College of Medicine, Chang Gung University
- Department of Family Medicine, Chang Gung Memorial Hospital
| | - Kuan-Fu Chen
- Clinical Informatics and Medical Statistics Research Center, Chang Gung University, Taoyuan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Keelung
- Community Medicine Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Chih-Jung Chen
- College of Medicine, Chang Gung University
- Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan
| | | | - Yhu-Chering Huang
- College of Medicine, Chang Gung University
- Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan
- Correspondence: Yhu-Chering Huang, Department of Pediatrics, Chang Gung Memorial Hospital, 5 Fuhsin Street, Gueishan District, Taoyuan 333, Taiwan (e-mail: )
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