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Ren L, Yang J, Xiao Y, Guo L, Rao J, Wu C, Wang X, Wang Y, Zhang L, Zhang L, Jiang X, Zhong J, Zhong J, Yang W, Wang C, Wang J, Li M. Transmission of the human respiratory microbiome and antibiotic resistance genes in healthy populations. MICROBIOME 2025; 13:115. [PMID: 40329426 PMCID: PMC12054256 DOI: 10.1186/s40168-025-02107-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 04/08/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND The human microbiome is transmissible between individuals, including pathogens and commensals with metabolic and immune-modulating effects, which could influence susceptibility, severity, and outcomes of both infection and non-infection diseases. However, limited studies of respiratory microbiome transmission within populations have been conducted. Herein, we performed species- and strain-level metagenomic analyses on oropharyngeal (OP) swabs from 1046 healthy urban dwellers across 13 districts, including 111 households with at least two cohabitants, to elucidate the transmission dynamics of the respiratory microbiome within households and communities. RESULTS We found that geographic districts accounted for the greatest variation in the OP microbiome, with unrelated individuals from the same district showing greater microbiome similarity and higher strain-sharing rates than those from different districts. Cohabitants, especially spouses and siblings, exhibited similar microbial abundances and shared more strains, with 16.7% (IQR 0.0-33.3%) of strains shared among cohabitants, compared to 0.0% (IQR 0.0-11.1%) in non-cohabiting pairs (p < 0.05). Both respiratory commensals and opportunistic pathogens were shared among cohabitants. In contrast, no evidence of vertical transmission was detected between mother-offspring pairs. Additionally, the OP microbiome contained diverse antibiotic resistance genes (ARGs), with 15.0% linked to mobile genetic elements (MGEs) or plasmids; the flanking sequences of these ARGs were more conserved across species than those of non-MGE-associated ARGs, suggesting horizontal transfer of ARGs among respiratory microorganisms. CONCLUSIONS In summary, we characterized the transmissible nature of the OP microbiome and the risk of ARG dissemination among respiratory microorganisms. These findings underscore the role of respiratory microbes and ARGs exchange in shaping the microbiome of healthy populations and emphasize their relevance to public health strategies for respiratory health management. Video Abstract.
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Affiliation(s)
- Lili Ren
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Yang
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yan Xiao
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Li Guo
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Pathogen Infection Prevention and Control (Ministry of Education), National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jian Rao
- Changping Laboratory, Beijing, China
| | - Chao Wu
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Pathogen Infection Prevention and Control (Ministry of Education), National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xinming Wang
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ying Wang
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Linfeng Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China
| | - Li Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China
| | - Xiaoqing Jiang
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China
| | - Jiaxin Zhong
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- Changping Laboratory, Beijing, China
| | - Jingchuan Zhong
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weizhong Yang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Chen Wang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jianwei Wang
- National Health Commission Key Laboratory of Systems Biology of Pathogens, State Key Laboratory of Respiratory Health and Multimorbidity and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Mingkun Li
- Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
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Odendaal ML, Taenzer J, de Rooij MMT, Kuiling S, Bogaert D, Franz E, Smit LAM. Nasopharyngeal microbiota is influenced by agricultural air pollution in individuals with and without COPD. Sci Rep 2025; 15:15653. [PMID: 40325057 PMCID: PMC12053623 DOI: 10.1038/s41598-025-00242-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Accepted: 04/25/2025] [Indexed: 05/07/2025] Open
Abstract
Respiratory health in chronic obstructive pulmonary disease (COPD) is influenced by environmental factors such as air pollution, yet the role of the airway microbiota in this relationship remains unclear. We investigated the association between exposure to air pollution from livestock farms and the nasopharyngeal microbiota in individuals with COPD compared to healthy control subjects. The study included nasopharyngeal swabs from 186 currently non-smoking participants in the Netherlands, including 65 individuals with COPD and 121 without from a regional rural cohort. Additionally, 116 individuals from a population-wide cohort were included as national controls. Samples were taken at three time points over 12 weeks. The nasopharyngeal microbiota was studied using 16 S rRNA gene-based sequencing for all baseline samples and a random selection of 6-weeks and 12-weeks samples. Dispersion models were used to determine the average concentrations of livestock-related PM10, endotoxin, and ammonia at the participants' home addresses. Individuals with COPD had a higher absolute abundance of anaerobic bacteria, such as Peptoniphilus, Anaerococcus, Finegoldia magna, and Prevotella. Importantly, residential exposure to ammonia was identified as the most important driver of the microbial community composition, explaining 6.6% of the variation in nasopharyngeal microbiota in individuals with COPD. Higher ammonia concentrations were associated with decreased levels of key commensals and increased abundance of anaerobic bacteria. Furthermore, individuals living in areas with high livestock density exhibited greater microbial diversity compared to the broader national population. The study highlights the influence of residential exposure to livestock-related air pollution, particularly ammonia, on nasopharyngeal microbiota composition in individuals with COPD. Our findings suggest that environmental factors significantly impact microbial communities and underscore the potential role of anaerobic bacteria in COPD pathology. Future research should further investigate the mechanisms by which environmental air pollutants affect microbial communities and explore potential interventions to mitigate their effects on respiratory health.
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Affiliation(s)
- Mari-Lee Odendaal
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands.
| | - Julia Taenzer
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Myrna M T de Rooij
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Sjoerd Kuiling
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Debby Bogaert
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Eelco Franz
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Lidwien A M Smit
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
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3
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Odendaal ML, Chu MLJN, Arp K, van Beveren GJ, Biesbroek G, Binkowska J, Bosch T, Groot JA, Hasrat R, Kuiling S, van Logchem EM, Parga PL, de Steenhuijsen Piters WAA, Bogaert D. Protocol for microbial profiling of low-biomass upper respiratory tract samples. STAR Protoc 2025; 6:103740. [PMID: 40198218 PMCID: PMC12008583 DOI: 10.1016/j.xpro.2025.103740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/31/2025] [Accepted: 03/12/2025] [Indexed: 04/10/2025] Open
Abstract
The upper respiratory tract (URT) microbiota plays a role in both acute and chronic respiratory health outcomes and consists of multiple ecologically distinct niches, all of which have low bacterial biomass. Here, we present a protocol for microbial profiling of low-biomass URT samples. We describe steps for collecting, storing, and extracting DNA. We then detail procedures for performing 16S rRNA sequencing, using an Illumina MiSeq platform, to characterize microbial communities. For complete details on the use and execution of this protocol, please refer to Odendaal et al.1.
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Affiliation(s)
- Mari-Lee Odendaal
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - Mei Ling J N Chu
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands.
| | - Kayleigh Arp
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Gina J van Beveren
- Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands; Spaarne Gasthuis Academy, Spaarne Gasthuis, Hoofddorp, the Netherlands
| | - Giske Biesbroek
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, University Medical Center (Amsterdam UMC), Location Academic Medical Center (AMC), University of Amsterdam, Amsterdam, the Netherlands
| | - Justyna Binkowska
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Thijs Bosch
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - James A Groot
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Raiza Hasrat
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sjoerd Kuiling
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Elske M van Logchem
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Paula Lusarreta Parga
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Wouter A A de Steenhuijsen Piters
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Debby Bogaert
- Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK.
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Yarlagadda T, Carey A, Bryan E, Huygens F, Yarlagadda P, Maresco-Pennisi D, Coleman A, Cervin A, Spann K. The response of nasal epithelial cells exposed to novel Lactobacillus and alpha-haemolytic Streptococcus isolated from the upper respiratory tract of children. J Appl Microbiol 2025; 136:lxaf071. [PMID: 40107866 DOI: 10.1093/jambio/lxaf071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 01/27/2025] [Accepted: 03/17/2025] [Indexed: 03/22/2025]
Abstract
AIMS To investigate the response of primary nasal epithelial cells (NECs) to novel alpha haemolytic Streptococcus and lactobacilli strains, isolated from the upper respiratory tract of children. METHODS AND RESULTS Submerged cultures of NECs from healthy adult donors were exposed to either novel strains; Lactobacillus rhamnosus D3189, D3160, Streptococcus salivarius D3837; or commercially available probiotic strains L. rhamnosus LB21, S. salivarius K12; or a pathogenic strain (S. pneumoniae 49619). Cytotoxicity (measured through lactate dehydrogenase release) and cytokine release were quantified 24 hours post-exposure. Exposure to novel and commercially available strains did not induce the production of IFN-β, IFN-λ1/3, IL-1β, IL-6, IL-8, or TNF-α production or the release of LDH. Conversely, the pathogenic strain S. pneumoniae 49 619 significantly elevated the expression of IL-1β, IL-8, TNF-α, and LDH in NECs. CONCLUSIONS The findings within this study highlight the non-pathogenic nature of these novel strains and support further investigation of the potential to develop nasally administered probiotics.
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Affiliation(s)
- Tejasri Yarlagadda
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Queensland 4000, Australia
| | - Alison Carey
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Queensland 4000, Australia
| | - Emily Bryan
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Queensland 4000, Australia
- Faculty of Medicine, University of Queensland Centre for Clinical Research, Queensland 4000, Australia
| | - Flavia Huygens
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Queensland 4000, Australia
| | - Prasad Yarlagadda
- School of Engineering, University of Southern Queensland, Queensland 4300, Australia
| | - Diane Maresco-Pennisi
- Faculty of Medicine, University of Queensland Centre for Clinical Research, Queensland 4000, Australia
| | - Andrea Coleman
- Faculty of Medicine, University of Queensland Centre for Clinical Research, Queensland 4000, Australia
| | - Anders Cervin
- Faculty of Medicine, University of Queensland Centre for Clinical Research, Queensland 4000, Australia
| | - Kirsten Spann
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Queensland 4000, Australia
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5
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Peno C, Jagne YJ, Clerc M, Balcazar Lopez C, Armitage EP, Sallah H, Drammeh S, Senghore E, Goderski G, van Tol S, Meijer A, Ruiz-Rodriguez A, de Steenhuijsen Piters W, de Koff E, Jarju S, Lindsey BB, Camara J, Bah S, Mohammed NI, Kampmann B, Clarke E, Dockrell DH, de Silva TI, Bogaert D. Interactions between live attenuated influenza vaccine and nasopharyngeal microbiota among children aged 24-59 months in The Gambia: a phase 4, open-label, randomised controlled trial. THE LANCET. MICROBE 2025; 6:100971. [PMID: 39832517 DOI: 10.1016/j.lanmic.2024.100971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/13/2024] [Accepted: 08/02/2024] [Indexed: 01/22/2025]
Abstract
BACKGROUND Live attenuated influenza vaccines (LAIVs) alter nasopharyngeal microbiota in adults. It is poorly understood why LAIV immunogenicity varies across populations, but it could be linked to the microbiome. We aimed to investigate the interactions between intranasal immunisation with LAIV and nasopharyngeal microbiota composition in children from The Gambia. METHODS We conducted a phase 4, open-label, randomised controlled trial in Sukuta, The Gambia. Children aged 24-59 months with no underlying illness or history of respiratory illness for at least 14 days before recruitment were eligible. Participants were randomly assigned (2:1) by use of a computer-generated sequence in permuted blocks of 15, stratified by sex, to receive trivalent LAIV either on day 0 (intervention group) or after active follow-up at day 21 (control group). The investigator team was initially masked to block size and randomisation sequence; however, group allocation was later revealed to the team. Microbiome profiles were characterised from nasopharyngeal samples collected from all participants on days 0, 7, and 21 by use of 16S rRNA sequencing. The primary outcomes were the effect of LAIV on nasopharyngeal microbiome profiles on day 7 and day 21, and the association between the nasopharyngeal microbiome at baseline and LAIV-induced mucosal IgA responses at day 21, assessed with permutational ANOVA tests. Asymptomatic respiratory viral co-infection at baseline and year of recruitment (2017 or 2018) were included as covariates. This trial is registered with ClinicalTrials.gov (NCT02972957) and is closed. FINDINGS Between Feb 8 and April 12, 2017, and Jan 15 and March 28, 2018, 343 children were screened for eligibility, of whom 220 (64%) children were randomly assigned to the intervention group and 110 (32%) to the control group. 213 (97%) children in the intervention group and 108 (98%) in the control group completed the study and were included in the final analysis. Although we did not observe an independent effect of LAIV on microbial community composition at days 7 or 21, we found that LAIV had an effect dependent on the year of recruitment. LAIV affected microbial community composition in 2018 (R2 1·97% [95% CI 0·85-5·94]; p=0·037), but not in 2017 (1·23% [0·49-4·46]; p=0·091). We also found that viral co-infection at baseline had an effect on microbial composition at day 7, regardless of recruitment year (R2 1·01% [95% CI 0·28-3·01]; p=0·026). Nasopharyngeal microbial community composition at baseline had no effect on mucosal IgA responses to LAIV administration (R2 0·51% [95% CI 0·23-2·49]; p=0·46). INTERPRETATION Our findings suggest that the effect of LAIVs on nasopharyngeal microbiota composition in children is modest and temporary; therefore, LAIVs could be used as an intervention to curb influenza in children from low-income and middle-income countries, without causing long-lasting perturbations in nasopharyngeal microbiota. However, nasopharyngeal microbiota at the time of vaccination might not explain the variability observed between individuals in LAIV-induced IgA responses. FUNDING The Wellcome Trust, UK National Institute for Health Research, and Chief Scientist Office Scotland.
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Affiliation(s)
- Chikondi Peno
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK; Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Ya Jankey Jagne
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Melanie Clerc
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Carlos Balcazar Lopez
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Edwin P Armitage
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Hadijatou Sallah
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Sainabou Drammeh
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Elina Senghore
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Gabriel Goderski
- Centre for Infectious Disease Research, Diagnostics and Laboratory Surveillance, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Sophie van Tol
- Centre for Infectious Disease Research, Diagnostics and Laboratory Surveillance, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Adam Meijer
- Centre for Infectious Disease Research, Diagnostics and Laboratory Surveillance, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Alicia Ruiz-Rodriguez
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Wouter de Steenhuijsen Piters
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital-University Medical Center Utrecht, Utrecht, Netherlands
| | - Emma de Koff
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital-University Medical Center Utrecht, Utrecht, Netherlands
| | - Sheikh Jarju
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Benjamin B Lindsey
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia; Centre for International Child Health, Section of Paediatrics, Department of Medicine, Imperial College London, London, UK
| | - Janko Camara
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Sulayman Bah
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Nuredin I Mohammed
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - Beate Kampmann
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia; The Vaccine Centre, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Ed Clarke
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia
| | - David H Dockrell
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Thushan I de Silva
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at London School of Hygiene & Tropical Medicine, Banjul, The Gambia; Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Debby Bogaert
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital-University Medical Center Utrecht, Utrecht, Netherlands.
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Tamkin E, Lorenz BP, McCarty A, Fulte S, Eisenmesser E, Horswill AR, Clark SE. Airway Corynebacterium interfere with Streptococcus pneumoniae and Staphylococcus aureus infection and express secreted factors selectively targeting each pathogen. Infect Immun 2025; 93:e0044524. [PMID: 39705185 PMCID: PMC11834435 DOI: 10.1128/iai.00445-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 12/02/2024] [Indexed: 12/22/2024] Open
Abstract
The composition of the respiratory tract microbiome is a notable predictor of infection-related morbidities and mortalities among both adults and children. Species of Corynebacterium, which are largely present as commensals in the upper airway and other body sites, are associated with lower colonization rates of opportunistic bacterial pathogens such as Streptococcus pneumoniae and Staphylococcus aureus. In this study, Corynebacterium-mediated protective effects against S. pneumoniae and S. aureus were directly compared using in vivo and in vitro models. Pre-exposure to Corynebacterium pseudodiphtheriticum reduced the ability of S. aureus and S. pneumoniae to infect the lungs of mice, indicating a broadly protective effect. Adherence of both pathogens to human respiratory tract epithelial cells was significantly impaired following pre-exposure to C. pseudodiphtheriticum or Corynebacterium accolens, and this effect was dependent on live Corynebacterium colonizing the epithelial cells. However, Corynebacterium-secreted factors had distinct effects on each pathogen. Corynebacterium lipase activity was bactericidal against S. pneumoniae, but not S. aureus. Instead, the hemolytic activity of pore-forming toxins produced by S. aureus was directly blocked by a novel Corynebacterium-secreted factor with protease activity. Taken together, these results suggest diverse mechanisms by which Corynebacterium contribute to the protective effect of the airway microbiome against opportunistic bacterial pathogens.
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Affiliation(s)
- Emily Tamkin
- Department of Otolaryngology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Brian P. Lorenz
- Department of Otolaryngology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Arianna McCarty
- Department of Otolaryngology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Sam Fulte
- Department of Otolaryngology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Elan Eisenmesser
- Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Alexander R. Horswill
- Department of Immunology and Microbiology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Sarah E. Clark
- Department of Otolaryngology, University of Colorado School of Medicine, Aurora, Colorado, USA
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7
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Zelasko S, Swaney MH, Sandstrom S, Lee KE, Dixon J, Riley C, Watson L, Godfrey JJ, Ledrowski N, Rey F, Safdar N, Seroogy CM, Gern JE, Kalan L, Currie C. Early-life upper airway microbiota are associated with decreased lower respiratory tract infections. J Allergy Clin Immunol 2025; 155:436-450. [PMID: 39547283 DOI: 10.1016/j.jaci.2024.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 10/29/2024] [Accepted: 11/04/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND Microbial interactions mediating colonization resistance play key roles within the human microbiome, shaping susceptibility to infection from birth. The role of the nasal and oral microbiome in the context of early life respiratory infections and subsequent allergic disease risk remains understudied. OBJECTIVES Our aim was to gain insight into microbiome-mediated defenses and respiratory pathogen colonization dynamics within the upper respiratory tract during infancy. METHODS We performed shotgun metagenomic sequencing of nasal (n = 229) and oral (n = 210) microbiomes from our Wisconsin Infant Study Cohort at age 24 months and examined the influence of participant demographics and exposure history on microbiome composition. Detection of viral and bacterial respiratory pathogens by RT-PCR and culture-based studies with antibiotic susceptibility testing, respectively, to assess pathogen carriage was performed. Functional bioassays were used to evaluate pathogen inhibition by respiratory tract commensals. RESULTS Participants with early-life lower respiratory tract infection were more likely to be formula fed, attend day care, and experience wheezing. Composition of the nasal, but not oral, microbiome associated with prior lower respiratory tract infection, namely lower alpha diversity, depletion of Prevotella, and enrichment of Moraxella catarrhalis including drug-resistant strains. Prevotella originating from healthy microbiomes had higher biosynthetic gene cluster abundance and exhibited contact-independent inhibition of M catarrhalis. CONCLUSIONS These results suggest interbacterial competition affects nasal pathogen colonization. This work advances understanding of protective host-microbe interactions occurring in airway microbiomes that alter infection susceptibility in early life.
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Affiliation(s)
- Susan Zelasko
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis; Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wis.
| | - Mary Hannah Swaney
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wis; Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis
| | - Shelby Sandstrom
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis
| | - Kristine E Lee
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wis
| | - Jonah Dixon
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Colleen Riley
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Lauren Watson
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Jared J Godfrey
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Naomi Ledrowski
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Federico Rey
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis
| | - Nasia Safdar
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; William S. Middleton Memorial Veterans Affairs Hospital, Madison, Wis
| | - Christine M Seroogy
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - James E Gern
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Lindsay Kalan
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wis; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis; M. G. DeGroote Institute for Infectious Disease Research, David Braley Centre for Antibiotic Discovery, Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Cameron Currie
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wis; M. G. DeGroote Institute for Infectious Disease Research, David Braley Centre for Antibiotic Discovery, Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada.
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8
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Geng J, Dong Y, Huang H, Wen X, Xu T, Zhao Y, Liu Y. Role of nasal microbiota in regulating host anti-influenza immunity in dogs. MICROBIOME 2025; 13:27. [PMID: 39871363 PMCID: PMC11773957 DOI: 10.1186/s40168-025-02031-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 01/07/2025] [Indexed: 01/29/2025]
Abstract
BACKGROUND Numerous studies have confirmed a close relationship between the pathogenicity of influenza and respiratory microbiota, but the mechanistic basis for this is poorly defined. Also, the majority of these studies have been conducted on murine models, and it remains unclear how far these findings can be extrapolated from murine models to other animals. Considering that influenza A virus is increasingly recognized as an important canine respiratory pathogen, this study investigated the cross-talk between nasal and lung tissues mediated by microbes and its association with influenza susceptibility in a beagle dog model. RESULTS Using 16S rRNA gene sequencing, combined with comparative transcriptomic, anatomical, and histological examinations, we investigated viral presence, gene expression profiles, and microbiota in the nasal cavity and lung after influenza infection in the beagles with antibiotic-induced nasal dysbiosis. Our data showed that dysbiosis of the nasal microbiome exacerbates influenza-induced respiratory disease and the epithelial barrier disruption, and impairs host antiviral responses in the nasal cavity and lung. Moreover, dysregulation of nasal microbiota exacerbates the influenza-induced disturbance in lung microbiota. Further, we also identified a strain of Lactobacillus plantarum isolated from canine nasal cavity with a significant antiviral effect in vitro, and found that its antiviral activity might be associated with the activation of the interferon (IFN) pathway and modulation of the impaired autophagy flux induced by influenza infection. CONCLUSIONS Our investigation reveals that nasal microbiota dysbiosis exerts a prominent impact on host antiviral responses, inflammation thresholds, and mucosal barrier integrity during influenza infection. Lactobacilli, as part of the nasal microbiota, may contribute to host antiviral defenses by modulating the IFN and autophagy pathways. Collectively, this study underscores the importance of nasal microbiota homeostasis in maintaining respiratory health. Video Abstract.
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Affiliation(s)
- Jinzhu Geng
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Yuhao Dong
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Hao Huang
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Xia Wen
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Ting Xu
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Yanbing Zhao
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Yongjie Liu
- Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China.
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9
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Xi Z, Chen J, Wang L, Lu A. Characteristics of lower respiratory microbiota in children's refractory Mycoplasma pneumoniae pneumonia pre- and post-COVID-19 era. Front Cell Infect Microbiol 2025; 14:1438777. [PMID: 39906212 PMCID: PMC11792091 DOI: 10.3389/fcimb.2024.1438777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 12/16/2024] [Indexed: 02/06/2025] Open
Abstract
Introduction Little was known about the characteristics of low respiratory tract (LRT) microbiota of refractory M. pneumoniae pneumonia (RMPP) in children before and after the COVID-19 pandemic. Methods Forty-two children diagnosed with RMPP in 2019 (Y2019 group) and 33 children diagnosed with RMPP in 2023 (Y2023 group), entered into the study. The characteristics of the clinical findings were examined, and the LRT microbiota was analyzed by metagenomic next generation sequencing. Results The ratio of consolidate, atelectasis, lung necrosis, and erythema multiforme in Y2023 group was significantly higher than that in Y2019 (P<0.05). Mycoplasmoides pneumoniae was the top species of the LRT microbiota in both groups. The rate of macrolide resistance MP in Y2023 was significantly higher than that in Y2019 (P<0.05), and the mutant site was all 23S rRNA A2063G. There were no significant differences in α-diversity and β-diversity of LRT microbiota between Y2019 and Y2023 group. Trichoderma citrinoviride, Canine mastadenovirus A, Ralstonia pickettii, Lactococcus lactis, Pseudomonas aeruginosa were the biomarkers of LRT microbiota in children with RMPP of Y2023. The abundance of Mycoplasmoides pneumoniae positively correlated with the levels of D-dimer and LDH, negatively correlated with the counts of CD3+ T cells, CD8+ T cells, CD19+ B cells and CD16+CD56+ NK cells. Discussion Our study showed that high abundance of MP was correlated with the severity of RMPP and decrease of immune cells. Trichoderma citrinoviride, Canine mastadenovirus A, Ralstonia pickettii, Lactococcus lactis, Pseudomonas aeruginosa were the biomarkers in microbiota of LRT in children with RMPP post COVID-19 era.
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Affiliation(s)
| | | | | | - Aizhen Lu
- Division of Pulmonology, Children’s Hospital of Fudan University,
Shanghai, China
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10
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Steinberg R, Mostacci N, Kieninger E, Frauchiger B, Casaulta C, Usemann J, Moeller A, Trachsel D, Rochat I, Blanchon S, Mueller-Suter D, Kern B, Zanolari M, Frey U, Ramsey KA, Hilty M, Latzin P, Korten I. Early nasal microbiota and subsequent respiratory tract infections in infants with cystic fibrosis. COMMUNICATIONS MEDICINE 2024; 4:246. [PMID: 39580540 PMCID: PMC11585651 DOI: 10.1038/s43856-024-00616-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 09/18/2024] [Indexed: 11/25/2024] Open
Abstract
BACKGROUND Respiratory tract infections (RTIs) drive lung function decline in children with cystic fibrosis (CF). While the respiratory microbiota is clearly associated with RTI pathogenesis in infants without CF, data on infants with CF is scarce. We compared nasal microbiota development between infants with CF and controls and assessed associations between early-life nasal microbiota, RTIs, and antibiotic treatment in infants with CF. METHODS We included 50 infants with CF and 30 controls from two prospective birth cohorts followed throughout the first year of life. We collected 1511 biweekly nasal swabs and analyzed the microbiota after amplifying the V3-V4 region of the 16S rRNA gene. We conducted structured weekly interviews to assess respiratory symptoms and antibiotic treatment. We calculated generalized additive mixed models and permutational analysis of variance. RESULTS Here, we show that the nasal microbiota is already altered before the first RTI or antibiotic treatment in infants with CF. Microbiota diversity differs between infants with CF and controls following RTIs and/or antibiotic treatment. CF infants with lower α-diversity have a higher number of subsequent RTIs. CONCLUSIONS Early nasal microbiota alterations may reflect predisposition or predispose to RTIs in infants with CF, and further change after RTIs and antibiotic treatment. This highlights the potential of targeting the nasal microbiota in CF-related RTI management, while also questioning current practices in the era of novel modulator therapies.
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Affiliation(s)
- Ruth Steinberg
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
- Paediatric Intensive Care and Pulmonology, University Children's Hospital Basel (UKBB), Basel, Switzerland
| | - Nadja Mostacci
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Elisabeth Kieninger
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Bettina Frauchiger
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Carmen Casaulta
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jakob Usemann
- Paediatric Intensive Care and Pulmonology, University Children's Hospital Basel (UKBB), Basel, Switzerland
- Department of Respiratory Medicine and Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Alexander Moeller
- Department of Respiratory Medicine and Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Daniel Trachsel
- Paediatric Intensive Care and Pulmonology, University Children's Hospital Basel (UKBB), Basel, Switzerland
| | - Isabelle Rochat
- Pediatric Pulmonology and Cystic Fibrosis Unit, Division of Pediatrics, Department of Woman-Mother-Child, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Sylvain Blanchon
- Pediatric Pulmonology and Cystic Fibrosis Unit, Division of Pediatrics, Department of Woman-Mother-Child, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | | | - Barbara Kern
- Division of Pediatric Pneumology, Kantonsspital Aarau, Aarau, Switzerland
| | - Maura Zanolari
- Division of Pediatrics, Hospital Bellinzona, Bellinzona, Switzerland
| | - Urs Frey
- Paediatric Intensive Care and Pulmonology, University Children's Hospital Basel (UKBB), Basel, Switzerland
| | - Kathryn A Ramsey
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Wal-yan Respiratory Research Centre, Telethon Kids Institute, University of Western Australia, Perth, WA, Australia
| | - Markus Hilty
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Philipp Latzin
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Insa Korten
- Division of Paediatric Respiratory Medicine and Allergology, Departement of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
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11
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Zheng J, Zeng H, Zhang Q, Ma Y, Li Y, Lin J, Yang Q. Effects of intranasal administration with a symbiotic strain of Bacillus velezensis NSV2 on nasal cavity mucosal barrier in lambs. Vet Res Commun 2024; 49:21. [PMID: 39565462 DOI: 10.1007/s11259-024-10596-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 10/03/2024] [Indexed: 11/21/2024]
Abstract
The nasal mucosa is composed of multiple layers of barrier structures and is the first line of defense against infection by respiratory pathogenic microorganisms. A large number of commensal microorganisms are present in the nasal mucosa that mediate and regulate nasal mucosal barrier function. The objective of this research was to investigate the effects of commensal microorganisms on the nasal mucosal barrier. The results revealed that the strain of Bacillus velezensis (B. velezensis) NSV2 from the nasal cavity has good probiotic abilities to resist Pasteurella multocida, Staphylococcus aureus, Escherichia coli and Salmonella typhimurium. Lambs were subsequently administered intranasally with B. velezensis NSV2 at 3, 12, 21, and 26 days old, respectively. For the microbial barrier, although B. velezensis NSV2 reduces the diversity of nasal microbiota, it significantly increased the relative abundance of beneficial bacteria in the nasal cavity, and reduced the abundance of potential pathogenic bacteria. For the mucus barrier, the number of goblet cells in the nasal mucosa significantly increased after B. velezensis NSV2 treatment. For the immune barrier, B. velezensis NSV2 also significantly increased the number of IgA+ B cells, CD3+ T cells and dendritic cells in the nasal mucosa, as well as the mRNA expression of interleukin (IL) 6, IL11, CCL2, and CCL20 (P < 0.05). The protein level of CCL20 also significantly raised in nasal washings (P < 0.05). Moreover, the heat-inactivated and culture products of B. velezensis NSV2 also drastically induced the expression of CCL20 in nasal mucosa explants (P < 0.05), but lower than that of the live bacteria. This study demonstrated that a symbiotic strain of B. velezensis NSV2 could improve the nasal mucosal barrier, and emphasized the important role of nasal symbiotic microbiota.
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Affiliation(s)
- Jian Zheng
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Hui Zeng
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Qi Zhang
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Yichao Ma
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Yuchen Li
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Jian Lin
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China
| | - Qian Yang
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, PR China.
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12
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Bustos IG, Wiscovitch-Russo R, Singh H, Sievers BL, Matsuoka M, Freire M, Tan GS, Cala MP, Guerrero JL, Martin-Loeches I, Gonzalez-Juarbe N, Reyes LF. Major alteration of lung microbiome and the host responses in critically ill COVID-19 patients with high viral load. Sci Rep 2024; 14:27637. [PMID: 39532981 PMCID: PMC11557576 DOI: 10.1038/s41598-024-78992-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 11/05/2024] [Indexed: 11/16/2024] Open
Abstract
Patients with COVID-19 under invasive mechanical ventilation are at higher risk of developing ventilator-associated pneumonia (VAP), associated with increased healthcare costs, and unfavorable prognosis. The underlying mechanisms of this phenomenon have not been thoroughly dissected. Therefore, this study attempted to bridge this gap by performing a lung microbiota analysis and evaluating the host immune responses that could drive the development of VAP. In this prospective cohort study, mechanically ventilated patients with confirmed SARS-CoV-2 infection were enrolled. Nasal swabs (NS), endotracheal aspirates (ETA), and blood samples were collected initially within 12 h of intubation and again at 72 h post-intubation. Plasma samples underwent cytokine and metabolomic analyses, while NS and ETA samples were sequenced for lung microbiome examination. The cohort was categorized based on the development of VAP. Data analysis was conducted using RStudio version 4.3.1. In a study of 36 COVID-19 patients on mechanical ventilation, significant differences were found in the nasal and pulmonary microbiome, notably in Staphylococcus and Enterobacteriaceae, linked to VAP. Patients with VAP showed a higher SARS-CoV-2 viral load in respiratory samples, elevated neutralizing antibodies, and reduced inflammatory cytokines, including IFN-δ, IL-1β, IL-12p70, IL-18, IL-6, TNF-α, and CCL4. Metabolomic analysis revealed changes in 22 metabolites in non-VAP patients and 27 in VAP patients, highlighting D-Maltose-Lactose, Histidinyl-Glycine, and various phosphatidylcholines, indicating a metabolic predisposition to VAP. This study reveals a critical link between respiratory microbiome alterations and ventilator-associated pneumonia in COVID-19 patients with higher SARS-CoV-2 viral loads in respiratory samples, elevated neutralizing antibodies, and reduced inflammatory cytokines, including IFN-δ, IL-1β, IL-12p70, IL-18, IL-6, TNF-α, and CCL4. These findings provide novel insights into the underlying mechanisms of VAP, with potential implications for management and prevention.
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Affiliation(s)
- Ingrid G Bustos
- Unisabana Center of Translational Science, Universidad de La Sabana, Campus Puente del Común, KM 7.5 Autopista Norte de Bogotá, Chia, Colombia
- Bioscience Ph.D., Engineering Faculty, Universidad de La Sabana, Chia, Colombia
| | - Rosana Wiscovitch-Russo
- Infectious Diseases and Genomic Medicine Group, J Craig Venter Institute, 9605 Medical Center Drive Suite 150, Rockville, MD, 20850, USA
| | - Harinder Singh
- Infectious Diseases and Genomic Medicine Group, J Craig Venter Institute, 9605 Medical Center Drive Suite 150, Rockville, MD, 20850, USA
| | - Benjamín L Sievers
- Infectious Disease Group, J Craig Venter Institute, 4120 Capricorn Ln, La Jolla, CA, USA
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Michele Matsuoka
- Infectious Disease Group, J Craig Venter Institute, 4120 Capricorn Ln, La Jolla, CA, USA
| | - Marcelo Freire
- Infectious Disease Group, J Craig Venter Institute, 4120 Capricorn Ln, La Jolla, CA, USA
| | - Gene S Tan
- Infectious Disease Group, J Craig Venter Institute, 4120 Capricorn Ln, La Jolla, CA, USA
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, 9203, USA
| | - Mónica P Cala
- MetCore-Metabolomics Core Facility, Vice-Presidency of Research and Knowledge Creation, Universidad de Los Andes, Bogotá, Colombia
| | - Jose L Guerrero
- MetCore-Metabolomics Core Facility, Vice-Presidency of Research and Knowledge Creation, Universidad de Los Andes, Bogotá, Colombia
| | - Ignacio Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St James's Hospital, Dublin, Ireland
| | - Norberto Gonzalez-Juarbe
- Infectious Diseases and Genomic Medicine Group, J Craig Venter Institute, 9605 Medical Center Drive Suite 150, Rockville, MD, 20850, USA.
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD, USA.
| | - Luis Felipe Reyes
- Unisabana Center of Translational Science, Universidad de La Sabana, Campus Puente del Común, KM 7.5 Autopista Norte de Bogotá, Chia, Colombia.
- Clinica Universidad de La Sabana, Chia, Colombia.
- Pandemic Sciences Institute, University of Oxford, Oxford, UK.
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13
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Besteman SB, Bogaert D, Bont L, Mejias A, Ramilo O, Weinberger DM, Dagan R. Interactions between respiratory syncytial virus and Streptococcus pneumoniae in the pathogenesis of childhood respiratory infections: a systematic review. THE LANCET. RESPIRATORY MEDICINE 2024; 12:915-932. [PMID: 38991585 DOI: 10.1016/s2213-2600(24)00148-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 03/11/2024] [Accepted: 05/03/2024] [Indexed: 07/13/2024]
Abstract
Lower respiratory tract infections, commonly caused by respiratory syncytial virus (RSV) or Streptococcus pneumoniae (pneumococcus), pose a substantial global health burden, especially in children younger than 5 years of age. A deeper understanding of the relationship between RSV and pneumococcus would aid the development of health-care approaches to disease prevention and management. We completed a systematic review to identify and assess evidence pertaining to the relationship between RSV and pneumococcus in the pathogenesis of childhood respiratory infections. We found mechanistic evidence for direct pathogen-pathogen interactions and for indirect interactions involving host modulation. We found a strong seasonal epidemiological association between these two pathogens, which was recently confirmed by a parallel decrease and a subsequent resurgence of both RSV and pneumococcus-associated disease during the COVID-19 pandemic. Importantly, we found that pneumococcal vaccination was associated with reduced RSV hospitalisations in infants, further supporting the relevance of their interaction in modulating severe disease. Overall evidence supports a broad biological and clinical interaction between pneumococcus and RSV in the pathogenesis of childhood respiratory infections. We hypothesise that the implementation of next-generation pneumococcal and RSV vaccines and monoclonal antibodies targeting RSV will act synergistically to reduce global morbidity and mortality related to childhood respiratory infections.
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Affiliation(s)
- Sjanna B Besteman
- Department of Pediatrics, Onze Lieve Vrouwe Gasthuis Ziekenhuis, Amsterdam, Netherlands
| | - Debby Bogaert
- Department of Pediatric Immunology and Infectious Diseases, University Medical Center Utrecht, Utrecht, Netherlands; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Louis Bont
- Department of Pediatric Immunology and Infectious Diseases, University Medical Center Utrecht, Utrecht, Netherlands
| | - Asuncion Mejias
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Octavio Ramilo
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Daniel M Weinberger
- Department of Epidemiology of Microbial Diseases and Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA
| | - Ron Dagan
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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14
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Spottiswoode N, Tsitsiklis A, Chu VT, Phan HV, DeVoe C, Love C, Ghale R, Bloomstein J, Zha BS, Maguire CP, Glascock A, Sarma A, Mourani PM, Kalantar KL, Detweiler A, Neff N, Haller SC, COMET Consortium, DeRisi JL, Erle DJ, Hendrickson CM, Kangelaris KN, Krummel MF, Matthay MA, Woodruff PG, Calfee CS, Langelier CR. Microbial dynamics and pulmonary immune responses in COVID-19 secondary bacterial pneumonia. Nat Commun 2024; 15:9339. [PMID: 39472555 PMCID: PMC11522429 DOI: 10.1038/s41467-024-53566-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 10/16/2024] [Indexed: 11/02/2024] Open
Abstract
Secondary bacterial pneumonia (2°BP) is associated with significant morbidity following respiratory viral infection, yet remains incompletely understood. In a prospective cohort of 112 critically ill adults intubated for COVID-19, we comparatively assess longitudinal airway microbiome dynamics and the pulmonary transcriptome of patients who developed 2°BP versus controls who did not. We find that 2°BP is significantly associated with both mortality and corticosteroid treatment. The pulmonary microbiome in 2°BP is characterized by increased bacterial RNA mass and dominance of culture-confirmed pathogens, detectable days prior to 2°BP clinical diagnosis, and frequently also present in nasal swabs. Assessment of the pulmonary transcriptome reveals suppressed TNFα signaling in patients with 2°BP, and sensitivity analyses suggest this finding is mediated by corticosteroid treatment. Further, we find that increased bacterial RNA mass correlates with reduced expression of innate and adaptive immunity genes in both 2°BP patients and controls. Taken together, our findings provide fresh insights into the microbial dynamics and host immune features of COVID-19-associated 2°BP, and suggest that suppressed immune signaling, potentially mediated by corticosteroid treatment, permits expansion of opportunistic bacterial pathogens.
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Affiliation(s)
- Natasha Spottiswoode
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Victoria T Chu
- Department of Pediatrics, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
| | - Hoang Van Phan
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Catherine DeVoe
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Christina Love
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Rajani Ghale
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | - Beth Shoshana Zha
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | | | - Aartik Sarma
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Peter M Mourani
- Department of Pediatrics, Arkansas Children's, Little Rock, AR, USA
| | | | | | - Norma Neff
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
| | - Sidney C Haller
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | - Joseph L DeRisi
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - David J Erle
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
- Lung Biology Center, University of California, San Francisco, CA, USA
| | - Carolyn M Hendrickson
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | - Matthew F Krummel
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Michael A Matthay
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Prescott G Woodruff
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
- Lung Biology Center, University of California, San Francisco, CA, USA
| | - Carolyn S Calfee
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Charles R Langelier
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA.
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA.
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Collaborators
Saharai Caldera, Sarah B Doernberg, Eran Mick, Hoang Van Phan, Paula Hayakawa Serpa, Deanna Lee, Maira Phelps, Carolyn S Calfee, Suzanna Chak, Stephanie Christenson, Walter L Eckalbar, David J Erle, Alejandra Jauregui, Chayse Jones, Carolyn Leroux, Michael Matthay, Lucile P A Neyton, Viet Nguyen, Austin Sigman, Andrew Willmore, Prescott G Woodruff, Michael Adkisson, Saurabh Asthana, Zachary Collins, Gabriela K Fragiadakis, Lenka Maliskova, Ravi Patel, Arjun Rao, Bushra Samad, Andrew Schroeder, Cole Shaw, Kirsten N Kangelaris, Divya Kushnoor, Tasha Lea, Kenneth Hu, Alan Shen, Jessica Tsui, Raymund Bueno, David Lee, Yang Sun, Erden Tumurbaatar, Alyssa Ward, Monique van der Wijst, Jimmie Ye, K Mark Ansel, Vincent Chan, Kamir Hiam, Elizabeth McCarthy, Priscila Muñoz-Sandoval, Anton Ogorodnikov, Matthew Spitzer, Wandi S Zhu, Gracie Gordon, George Hartoularos, Sadeed Rashid, Nicklaus Rodriguez, Kevin Tang, Luz Torres Altamirano, Alexander Whatley, Yun S Song, Aleksandra Leligdowicz, Michael Wilson, Nayvin Chew, Alexis Combes, Tristan Courau, Norman Jones, Jeff Milush, Nitasha Kumar, Billy Huang, Salman Mahboob, Randy Parada, Gabriella Reeder,
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15
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Crestez AM, Nechita A, Daineanu MP, Busila C, Tatu AL, Ionescu MA, Martinez JD, Debita M. Oral Cavity Microbiome Impact on Respiratory Infections Among Children. Pediatric Health Med Ther 2024; 15:311-323. [PMID: 39398897 PMCID: PMC11471117 DOI: 10.2147/phmt.s471588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 09/03/2024] [Indexed: 10/15/2024] Open
Abstract
Background The respiratory system, traditionally considered antiseptic, harbors a diverse and dynamic bacterial microbiome. Recent advancements in microbiome research have revealed its significant influence on both innate and adaptive immunity, particularly in the context of respiratory infections in children. This article also provides an overview of the types of bacteria that commonly affect the respiratory system, including Streptococcus pneumoniae, Moraxella catarrhalis and Haemophilus influenzae. These bacteria are prevalent in pediatric populations and significantly contribute to the development and severity of respiratory tract infections (RTIs). Purpose This review aims to evaluate the impact of the oral cavity and upper respiratory microbiome on the susceptibility and severity of respiratory infections in pediatric populations. We specifically focus on how early colonization patterns of bacteria such as Moraxella and Streptococcus contribute to the development of respiratory tract infections in children from birth through adolescence. Methods A thorough literature review was performed, focusing on studies publishing between 2004 and 2023. The review included research exploring the role of the upper respiratory microbiome in pediatric populations, with a specific focus on children aged birth to 18 years. Emphasis was placed on microbial characterization, the modulation of immune responses in respiratory tract infections, and the potential therapeutic applications of microbiome-targeted interventions. Results The findings suggest that the composition and disruption of the upper respiratory microbiome significantly influence clinical outcomes in children with respiratory infections. Notably, dysbiosis in the microbiome has been linked to increased susceptibility to repeated infections, highlighting the importance of maintaining microbial balance for optimal respiratory health. Conclusion Understanding the impact of oral cavity and upper respiratory microbiome could lead to improved management and prevention strategies for respiratory infections in children. This review underscores the potential of microbiome modulation, including the use of probiotics as a therapeutic approach to enhance clinical outcomes in pediatric respiratory infections.
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Affiliation(s)
- Alexandra Mihaela Crestez
- Pediatric Department, “Sf. Ioan” Emergency Clinical Pediatric Hospital, Galați, 800494, România
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
| | - Aurel Nechita
- Pediatric Department, “Sf. Ioan” Emergency Clinical Pediatric Hospital, Galați, 800494, România
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
| | - Miruna Patricia Daineanu
- Pediatric Department, “Sf. Ioan” Emergency Clinical Pediatric Hospital, Galați, 800494, România
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
| | - Camelia Busila
- Pediatric Department, “Sf. Ioan” Emergency Clinical Pediatric Hospital, Galați, 800494, România
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
| | - Alin Laurentiu Tatu
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
- Dermatology Department, “Sfanta Cuvioasa Parascheva” Hospital of Infectious Diseases, Galați, 800179, România
- Multidisciplinary Integrated Center of Dermatological Interface Research MIC-DIR “Dunărea de Jos” University, Galați, 800201, România
| | - Marius Anton Ionescu
- Department of Dermatology, University Hospital Saint Louis, Paris, 75475, France
| | - Jose Dario Martinez
- Department of Internal Medicine, Faculty of Medicine, University Autonomous of Nuevo León, Monterrey, 66455, Mexico
| | - Mihaela Debita
- Department of Infectious Disease, “Sfanta Cuvioasa Parascheva” Hospital of Infectious Diseases, Galați, 800179, România
- Clinical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, Galați, 800201, România
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He J, Wang L, Ruan Y, Yan X, Liu Q, Chen B, Yang S, Du L. Comparison of intestinal and pharyngeal microbiota in preterm infants on the first day of life and the characteristics of pharyngeal microbiota in infants delivered by cesarean section or vaginally. Front Pediatr 2024; 12:1411887. [PMID: 39439450 PMCID: PMC11493734 DOI: 10.3389/fped.2024.1411887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 09/21/2024] [Indexed: 10/25/2024] Open
Abstract
Background This study aimed to explore the distribution of intestinal and pharyngeal microbiota on the first day of life in preterm infants and compare the composition of microbiota in infants delivered by cesarean section or vaginally. Methods This study included 44 late preterm infants with a gestational age of 34-36 + 6 weeks. Stool and throat swab samples were collected from the preterm infants on the first day of life. The infants were divided into cesarean section and vaginal delivery groups. Illumina NovaSeq high-throughput sequencing technology was used to sequence the V3-V4 hypervariable region of the 16S rRNA gene of all bacteria in the samples. Venn diagram was used to identify shared operational taxonomic units (OTUs) in the intestines and pharynges. Microbial analysis was conducted at the phylum and genus levels, and α and β diversity comparisons were performed. Results (1) Gestational age may have significantly affected the microbial colonization of the intestines and pharynges of preterm infants on the first day after birth (p ≤ 0.001). (2) More OTUs were detected in the pharynx than in the intestines, both have a total of 819 shared OTUs. Proteobacteria, Firmicutes, and Bacteroidota were the dominant phyla in both. At the genus level, Streptococcus had a lower relative abundance in stool samples (0.5%) compared to throat samples (0.5% vs. 22.2%, p = 0.003). 3) The relative abundance of Streptococcus in pharyngeal samples was 26.2% in the cesarean section group much higher than the 3.8% in the vaginal delivery group (p = 0.01). Conclusion The early postnatal period is a critical time for the establishment of an infant's microbiota. Gestational age at birth may influence microbial colonization, while birth weight, gender, and mode of delivery do not. The intestinal and pharyngeal microbiota composition of preterm infants on the first day after birth showed high similarity, but larger samples are needed for further validation.
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Affiliation(s)
| | | | | | | | | | | | - Sen Yang
- Department of Pediatrics, Chengdu Fifth People’s Hospital, Chengdu, China
| | - Lijun Du
- Department of Pediatrics, Chengdu Fifth People’s Hospital, Chengdu, China
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17
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Koenen MH, de Steenhuijsen Piters WAA, de Jonge MI, Langereis JD, Nierkens S, Chu MLJN, van der Woude R, de Vries RP, Sanders EAM, Bogaert D, van der Vries E, Boes M, Verhagen LM. Salivary polyreactive antibodies and Haemophilus influenzae are associated with respiratory infection severity in young children with recurrent respiratory infections. Eur Respir J 2024; 64:2400317. [PMID: 39117429 PMCID: PMC11447288 DOI: 10.1183/13993003.00317-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 07/04/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Recurrent respiratory tract infections (rRTIs) are a common reason for immunodiagnostic testing in children, which relies on serum antibody level measurements. However, because RTIs predominantly affect the respiratory mucosa, serum antibodies may inaccurately reflect local immune defences. We investigated antibody responses in saliva and their interplay with the respiratory microbiota in relation to RTI severity and burden in young children with rRTIs. METHODS We conducted a prospective cohort study including 100 children aged <10 years with rRTIs, their family members and healthy healthcare professionals. Total and polyreactive antibody concentrations were determined in serum and saliva (ELISA); respiratory microbiota composition (16S rRNA sequencing) and respiratory viruses (quantitative PCR) were characterised in nasopharyngeal swabs. Proteomic analysis (Olink) was performed on saliva and serum samples. RTI symptoms were monitored with a daily mobile phone application and assessed using latent class analysis and negative binomial mixed models. RESULTS Serum antibody levels were not associated with RTI severity. Strikingly, 28% of salivary antibodies and only 2% of serum antibodies displayed polyreactivity (p<0.001). Salivary polyreactive IgA was negatively associated with recurrent lower RTIs (adjusted OR 0.80, 95% CI 0.67-0.94) and detection of multiple respiratory viruses (adjusted OR 0.76, 95% CI 0.61-0.96). Haemophilus influenzae abundance was positively associated with RTI symptom burden (regression coefficient 0.05, 95% CI 0.02-0.08). CONCLUSION These results highlight the importance of mucosal immunity in RTI severity and burden, and suggest that the level of salivary polyreactive IgA and H. influenzae abundance may serve as indicators of infection severity and burden in young children with rRTIs.
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Affiliation(s)
- Mischa H Koenen
- Center for Translational Immunology, UMC Utrecht, Utrecht, The Netherlands
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
| | - Wouter A A de Steenhuijsen Piters
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Marien I de Jonge
- Department of Laboratory Medicine, Laboratory of Medical Immunology, Radboud Community for Infectious Diseases (RCI), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Jeroen D Langereis
- Department of Laboratory Medicine, Laboratory of Medical Immunology, Radboud Community for Infectious Diseases (RCI), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Stefan Nierkens
- Center for Translational Immunology, UMC Utrecht, Utrecht, The Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Mei Ling J N Chu
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Roosmarijn van der Woude
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Robert P de Vries
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Elisabeth A M Sanders
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Debby Bogaert
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- Centre for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Erhard van der Vries
- Department of Research and Development, GD Animal Health, Deventer, The Netherlands
- Department of Clinical Chemistry and Haematology, UMC Utrecht, Utrecht, The Netherlands
| | - Marianne Boes
- Center for Translational Immunology, UMC Utrecht, Utrecht, The Netherlands
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
| | - Lilly M Verhagen
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
- Department of Laboratory Medicine, Laboratory of Medical Immunology, Radboud Community for Infectious Diseases (RCI), Radboud University Medical Centre, Nijmegen, The Netherlands
- Department of Pediatric Infectious Diseases and Immunology, Radboud University Medical Center, Amalia Children's Hospital, Nijmegen, The Netherlands
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18
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Chen H, Qi T, Guo S, Zhang X, Zhan M, Liu S, Yin Y, Guo Y, Zhang Y, Zhao C, Wang X, Wang H. Integrating respiratory microbiome and host immune response through machine learning for respiratory tract infection diagnosis. NPJ Biofilms Microbiomes 2024; 10:83. [PMID: 39266570 PMCID: PMC11393347 DOI: 10.1038/s41522-024-00548-y] [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: 02/23/2024] [Accepted: 08/19/2024] [Indexed: 09/14/2024] Open
Abstract
At present, the diagnosis of lower respiratory tract infections (LRTIs) is difficult, and there is an urgent need for better diagnostic methods. This study enrolled 136 patients from 2020 to 2021 and collected bronchoalveolar lavage fluid (BALF) specimens. We used metatranscriptome to analyze the lower respiratory tract microbiome (LRTM) and host immune response. The diversity of the LRTM in LRTIs significantly decreased, manifested by a decrease in the abundance of normal microbiota and an increase in the abundance of opportunistic pathogens. The upregulated differentially expressed genes (DEGs) in the LRTIs group were mainly enriched in infection immune response-related pathways. Klebsiella pneumoniae had the most significant increase in abundance in LRTIs, which was strongly correlated with host infection or inflammation genes TNFRSF1B, CSF3R, and IL6R. We combined LRTM and host transcriptome data to construct a machine-learning model with 12 screened features to discriminate LRTIs and non-LRTIs. The results showed that the model trained by Random Forest in the validate set had the best performance (ROC AUC: 0.937, 95% CI: 0.832-1). The independent external dataset showed an accuracy of 76.5% for this model. This study suggests that the model integrating LRTM and host transcriptome data can be an effective tool for LRTIs diagnosis.
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Affiliation(s)
- Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China.
| | - Tianqi Qi
- Department of Clinical Laboratory, Aerospace Center Hospital, Beijing, P. R. China
| | - Siyu Guo
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Xiaoyang Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Minghua Zhan
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Si Liu
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Yuyao Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Yifan Guo
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Yawei Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Chunjiang Zhao
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Xiaojuan Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, P. R. China.
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19
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Odendaal ML, de Steenhuijsen Piters WAA, Franz E, Chu MLJN, Groot JA, van Logchem EM, Hasrat R, Kuiling S, Pijnacker R, Mariman R, Trzciński K, van der Klis FRM, Sanders EAM, Smit LAM, Bogaert D, Bosch T. Host and environmental factors shape upper airway microbiota and respiratory health across the human lifespan. Cell 2024; 187:4571-4585.e15. [PMID: 39094567 DOI: 10.1016/j.cell.2024.07.008] [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: 08/26/2023] [Revised: 03/22/2024] [Accepted: 07/05/2024] [Indexed: 08/04/2024]
Abstract
Our understanding of the normal variation in the upper respiratory tract (URT) microbiota across the human lifespan and how these relate to host, environment, and health is limited. We studied the microbiota of 3,104 saliva (<10 year-olds)/oropharynx (≥10 year-olds) and 2,485 nasopharynx samples of 3,160 Dutch individuals 0-87 years of age, participating in a cross-sectional population-wide study (PIENTER-3) using 16S-rRNA sequencing. The microbiota composition was strongly related to age, especially in the nasopharynx, with maturation occurring throughout childhood and adolescence. Clear niche- and age-specific associations were found between the microbiota composition and host/environmental factors and health outcomes. Among others, social interaction, sex, and season were associated with the nasopharyngeal microbial community. By contrast, the oral microbiota was more related to antibiotics, tobacco, and alcohol use. We present an atlas of the URT microbiota across the lifespan in association with environment and health, establishing a baseline for future research.
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Affiliation(s)
- Mari-Lee Odendaal
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - Wouter A A de Steenhuijsen Piters
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Eelco Franz
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Mei Ling J N Chu
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - James A Groot
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Elske M van Logchem
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Raiza Hasrat
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sjoerd Kuiling
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Roan Pijnacker
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Rob Mariman
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Krzysztof Trzciński
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Fiona R M van der Klis
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Elisabeth A M Sanders
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - Lidwien A M Smit
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - Debby Bogaert
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK.
| | - Thijs Bosch
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands.
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20
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Luo Y, Lin B, Yu P, Zhang D, Hu Y, Meng X, Xiang L. Scutellaria baicalensis water decoction ameliorates lower respiratory tract infection by modulating respiratory microbiota. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 129:155706. [PMID: 38723528 DOI: 10.1016/j.phymed.2024.155706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 04/14/2024] [Accepted: 05/02/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND The pathogenesis of lower respiratory tract infections (LRTIs) has been demonstrated to be strongly associated with dysbiosis of respiratory microbiota. Scutellaria baicalensis, a traditional Chinese medicine, is widely used to treat respiratory infections. However, whether the therapeutic effect of S. baicalensis on LRTIs depends upon respiratory microbiota regulation is largely unclear. PURPOSE To investigate the potential effect and mechanism of S. baicalensis on the respiratory microbiota of LRTI mice. METHODS A mouse model of LRTI was established using Klebsiella pneumoniae or Streptococcus pneumoniae. Antibiotic treatment was administered, and transplantation of respiratory microbiota was performed to deplete the respiratory microbiota of mice and recover the destroyed microbial community, respectively. High-performance liquid chromatography (HPLC) was used to determine and quantify the chemical components of S. baicalensis water decoction (SBWD). Pathological changes in lung tissues and the expressions of serum inflammatory cytokines, including interleukin-17A (IL-17A), granulocyte-macrophage colony-stimulating factor (GM-CSF), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α), were determined by hematoxylin and eosin (H&E) staining and enzyme-linked immunosorbent assay (ELISA), respectively. Quantitative real-time PCR (qRT-PCR) analysis was performed to detect the mRNA expression of GM-CSF. Metagenomic sequencing was performed to evaluate the effect of SBWD on the composition and function of the respiratory microbiota in LRTI mice. RESULTS Seven main components, including scutellarin, baicalin, oroxylin A-7-O-β-d-glucuronide, wogonoside, baicalein, wogonin, and oroxylin A, were identified and their levels in SBWD were quantified. SBWD ameliorated pulmonary pathological injury and inflammatory responses in K. pneumoniae and S. pneumoniae-induced LRTI mice, as evidenced by the dose-dependent reductions in the levels of serum inflammatory cytokines, IL-6 and TNF-α. SBWD may exert a bidirectional regulatory effect on the host innate immune responses in LRTI mice and regulate the expressions of IL-17A and GM-CSF in a microbiota-dependent manner. K. pneumoniae infection but not S. pneumoniae infection led to dysbiosis in the respiratory microbiota, evident through disturbances in the taxonomic composition characterized by bacterial enrichment, including Proteobacteria, Enterobacteriaceae, and Klebsiella. K. pneumoniae and S. pneumoniae infection altered the bacterial functional profile of the respiratory microbiota, as indicated by increases in lipopolysaccharide biosynthesis, metabolic pathways, and carbohydrate metabolism. SBWD had a certain trend on the regulation of compositional disorders in the respiratory flora and modulated partial microbial functions embracing carbohydrate metabolism in K. pneumoniae-induced LRTI mice. CONCLUSION SBWD may exert an anti-infection effect on LRTI by targeting IL-17A and GM-CSF through respiratory microbiota regulation. The mechanism of S. baicalensis action on respiratory microbiota in LRTI treatment merits further investigation.
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Affiliation(s)
- Yanqin Luo
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China
| | - Bo Lin
- Department of Pharmacy, The Second Affiliated Hospital of Hainan Medical University, Haikou, 570100, PR China
| | - Peng Yu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China
| | - Di Zhang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China
| | - Yingfan Hu
- The School of Preclinical Medicine, Chengdu University, Chengdu, 610106, PR China
| | - Xianli Meng
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China.
| | - Li Xiang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China.
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Li CX, Lv M, Liu HY, Lin YX, Pan JB, You CX, Su J. Comparison of the upper and lower airway microbiome in early postoperative lung transplant recipients. Microbiol Spectr 2024; 12:e0379123. [PMID: 38747583 PMCID: PMC11237413 DOI: 10.1128/spectrum.03791-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 01/29/2024] [Indexed: 06/06/2024] Open
Abstract
The upper and lower respiratory tract may share microbiome because they are directly continuous, and the nasal microbiome contributes partially to the composition of the lung microbiome. But little is known about the upper and lower airway microbiome of early postoperative lung transplant recipients (LTRs). Using 16S rRNA gene sequencing, we compared paired nasal swab (NS) and bronchoalveolar lavage fluid (BALF) microbiome from 17 early postoperative LTRs. The microbiome between the two compartments were significantly different in Shannon diversity and beta diversity. Four and eight core NS-associated and BALF-associated microbiome were identified, respectively. NS samples harbored more Corynebacterium, Acinetobacter, and Pseudomonas, while BALF contained more Ralstonia, Stenotrophomonas, Enterococcus, and Pedobacter. The within-subject dissimilarity was higher than the between-subject dissimilarity, indicating a greater impact of sampling sites than sampling individuals on microbial difference. There were both difference and homogeneity between NS and BALF microbiome in early postoperative LTRs. High levels of pathogens were detected in both samples, suggesting that both of them can reflect the diseases characteristics of transplanted lung. The differences between upper and lower airway microbiome mainly come from sampling sites instead of sampling individuals. IMPORTANCE Lung transplantation is the only therapeutic option for patients with end-stage lung disease, but its outcome is much worse than other solid organ transplants. Little is known about the NS and BALF microbiome of early postoperative LTRs. Here, we compared paired samples of the nasal and lung microbiome from 17 early postoperative LTRs and showed both difference and homogeneity between the two samples. Most of the "core" microbiome in both NS and BALF samples were recognized respiratory pathogens, suggesting that both samples can reflect the diseases characteristics of transplanted lung. We also found that the differences between upper and lower airway microbiome in early postoperative LTRs mainly come from sampling sites instead of sampling individuals.
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Affiliation(s)
- Chun-xi Li
- Department of Respiratory and Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Meng Lv
- Department of Oncology, Medical Center for Overseas Patient, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Hai-yue Liu
- Department of laboratory medicine, Xiamen Key Laboratory of Genetic Testing, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Yan-xia Lin
- Hospital Infection-Control Department, Shenzhen University General Hospital, Shenzhen, China
| | - Jian-bing Pan
- Department of Respiratory Medicine, Meizhou People's Hospital, Meizhou, China
| | - Chang-xuan You
- Department of Oncology, Medical Center for Overseas Patient, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jin Su
- Department of Respiratory and Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China
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22
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van Beveren GJ, de Steenhuijsen Piters WAA, Boeschoten SA, Louman S, Chu ML, Arp K, Fraaij PL, de Hoog M, Buysse C, van Houten MA, Sanders EAM, Merkus PJFM, Boehmer AL, Bogaert D. Nasopharyngeal microbiota in children is associated with severe asthma exacerbations. J Allergy Clin Immunol 2024; 153:1574-1585.e14. [PMID: 38467291 DOI: 10.1016/j.jaci.2024.02.020] [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: 06/21/2023] [Revised: 02/08/2024] [Accepted: 02/16/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND The respiratory microbiome has been associated with the etiology and disease course of asthma. OBJECTIVE We sought to assess the nasopharyngeal microbiota in children with a severe asthma exacerbation and their associations with medication, air quality, and viral infection. METHODS A cross-sectional study was performed among children aged 2 to 18 years admitted to the medium care unit (MCU; n = 84) or intensive care unit (ICU; n = 78) with an asthma exacerbation. For case-control analyses, we matched all cases aged 2 to 6 years (n = 87) to controls in a 1:2 ratio. Controls were participants of either a prospective case-control study or a longitudinal birth cohort (n = 182). The nasopharyngeal microbiota was characterized by 16S-rRNA-gene sequencing. RESULTS Cases showed higher Shannon diversity index (ICU and MCU combined; P = .002) and a distinct microbial community composition when compared with controls (permutational multivariate ANOVA R2 = 1.9%; P < .001). We observed significantly higher abundance of Staphylococcus and "oral" taxa, including Neisseria, Veillonella, and Streptococcus spp. and a lower abundance of Dolosigranulum pigrum, Corynebacterium, and Moraxella spp. (MaAsLin2; q < 0.25) in cases versus controls. Furthermore, Neisseria abundance was associated with more severe disease (ICU vs MCU MaAslin2, P = .03; q = 0.30). Neisseria spp. abundance was also related with fine particulate matter exposure, whereas Haemophilus and Streptococcus abundances were related with recent inhaled corticosteroid use. We observed no correlations with viral infection. CONCLUSIONS Our results demonstrate that children admitted with asthma exacerbations harbor a microbiome characterized by overgrowth of Staphylococcus and "oral" microbes and an underrepresentation of beneficial niche-appropriate commensals. Several of these associations may be explained by (environmental or medical) exposures, although cause-consequence relationships remain unclear and require further investigations.
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Affiliation(s)
- Gina J van Beveren
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands; Department of Paediatrics, Spaarne Hospital, Haarlem, The Netherlands
| | - Wouter A A de Steenhuijsen Piters
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Shelley A Boeschoten
- Department of Neonatal and Paediatric Intensive Care, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Sam Louman
- Department of Paediatrics, Spaarne Hospital, Haarlem, The Netherlands
| | - Mei Ling Chu
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Kayleigh Arp
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Pieter L Fraaij
- Pediatric Infectious Diseases & Immunology, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands; Department of Viroscience, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Matthijs de Hoog
- Department of Neonatal and Paediatric Intensive Care, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Corinne Buysse
- Department of Neonatal and Paediatric Intensive Care, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands
| | | | - Elisabeth A M Sanders
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Peter J F M Merkus
- Division of Respiratory Medicine, Department of Paediatrics, Radboudumc Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Annemie L Boehmer
- Department of Paediatrics, Spaarne Hospital, Haarlem, The Netherlands; Department of Paediatrics, Maasstad Hospital, Rotterdam, The Netherlands
| | - Debby Bogaert
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom.
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23
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Yang J, Li J, Zhang L, Shen Z, Xiao Y, Zhang G, Chen M, Chen F, Liu L, Wang Y, Chen L, Wang X, Zhang L, Wang L, Wang Z, Wang J, Li M, Ren L. Highly diverse sputum microbiota correlates with the disease severity in patients with community-acquired pneumonia: a longitudinal cohort study. Respir Res 2024; 25:223. [PMID: 38811936 PMCID: PMC11137881 DOI: 10.1186/s12931-024-02821-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 04/24/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Community-acquired pneumonia (CAP) is a common and serious condition that can be caused by a variety of pathogens. However, much remains unknown about how these pathogens interact with the lower respiratory commensals, and whether any correlation exists between the dysbiosis of the lower respiratory microbiota and disease severity and prognosis. METHODS We conducted a retrospective cohort study to investigate the composition and dynamics of sputum microbiota in patients diagnosed with CAP. In total, 917 sputum specimens were collected consecutively from 350 CAP inpatients enrolled in six hospitals following admission. The V3-V4 region of the 16 S rRNA gene was then sequenced. RESULTS The sputum microbiota in 71% of the samples were predominately composed of respiratory commensals. Conversely, 15% of the samples demonstrated dominance by five opportunistic pathogens. Additionally, 5% of the samples exhibited sterility, resembling the composition of negative controls. Compared to non-severe CAP patients, severe cases exhibited a more disrupted sputum microbiota, characterized by the highly dominant presence of potential pathogens, greater deviation from a healthy state, more significant alterations during hospitalization, and sparser bacterial interactions. The sputum microbiota on admission demonstrated a moderate prediction of disease severity (AUC = 0.74). Furthermore, different pathogenic infections were associated with specific microbiota alterations. Acinetobacter and Pseudomonas were more abundant in influenza A infections, with Acinetobacter was also enriched in Klebsiella pneumoniae infections. CONCLUSION Collectively, our study demonstrated that pneumonia may not consistently correlate with severe dysbiosis of the respiratory microbiota. Instead, the degree of microbiota dysbiosis was correlated with disease severity in CAP patients.
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Affiliation(s)
- Jing Yang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Changping Laboratory, Beijing, 102206, China
| | - Jinman Li
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Linfeng Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zijie Shen
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yan Xiao
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- State Key Laboratory of Respiratory Health and Multimorbidity, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Guoliang Zhang
- Shenzhen Third People's Hospital, Shenzhen, 518112, China
| | - Mingwei Chen
- The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Fuhui Chen
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Ling Liu
- Jiangsu Provincial Key Laboratory of Critical Care Medicine, Department of Critical Care Medicine, School of Medicine, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Ying Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Lan Chen
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Xinming Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Li Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
| | - Lu Wang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
| | - Zhang Wang
- Institute of Ecological Sciences, South China Normal University, Guangzhou, 510631, China
| | - Jianwei Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| | - Mingkun Li
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Lili Ren
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- State Key Laboratory of Respiratory Health and Multimorbidity, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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24
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Lian D, Tang Q, Wu L, Liao X. Using targeted second-generation sequencing technique to guide clinical diagnosis and the effect of medication on the therapeutic effect and prognosis of respiratory tract infection in children: An observational study. Medicine (Baltimore) 2024; 103:e37757. [PMID: 38701307 PMCID: PMC11062728 DOI: 10.1097/md.0000000000037757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 03/08/2024] [Indexed: 05/05/2024] Open
Abstract
To explore the effect of targeted second-generation sequencing technique to guide clinical diagnosis and medication on the therapeutic effect and prognosis of respiratory tract infection (RTI) in children. During January 2021 to June 2022, 320 children with RTI cured were selected in our hospital as the object of this retrospective study. The control group accepted empirical broad-spectrum antibacterial therapy and the observation group accepted targeted second-generation sequencing technique to guide diagnosis and medication. The therapeutic effect, improvement time of clinical symptom index, laboratory-related index, level of inflammatory factors, incidence of complications, and parents' treatment satisfaction were compared. The observation group was considerably more efficacious (91.25%) versus the controlled group (72.50%). The duration of enhancement of fever, nasal congestion, tonsillar congestion, and cough symptoms was shorter in the observation group (P < .05). Serum levels of iron, IgA, IgG as well as IgM were substantially elevated in the observation group. The levels of IL-4 and IL-10 were markedly reduced in the observation group after treatment. The prevalence of complications was considerably below that of the comparison group (21.25%) in the observation group (8.75%). Parental satisfaction with therapy was markedly higher in the observation group (92.50%) than in the control group (66.25%). The application of targeted second-generation sequencing technology to guide clinical diagnosis and drug use can elevate the RTIs efficacy and prognosis in childhood. Targeted second-generation sequencing can achieve precise treatment, reduce drug resistance of drug-resistant strains, and improve the efficacy. It has high promotion and application value.
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Affiliation(s)
- Di Lian
- Respiratory Ward, Fujian Children’s Hospital (Fujian Branch of Shanghai Children’s Medical Center), College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou 350005, Fujian, China
| | - Qiuyu Tang
- Respiratory Ward, Fujian Children’s Hospital (Fujian Branch of Shanghai Children’s Medical Center), College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou 350005, Fujian, China
| | - Ling Wu
- Infection Diseases Ward, Fujian Children’s Hospital (Fujian Branch of Shanghai Children’s Medical Center), College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou 350005, Fujian, China
| | - Xing Liao
- Infection Diseases Ward, Fujian Children’s Hospital (Fujian Branch of Shanghai Children’s Medical Center), College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou 350005, Fujian, China
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25
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Quinn-Bohmann N, Freixas-Coutin JA, Seo J, Simmons R, Diener C, Gibbons SM. Meta-analysis of the human upper respiratory tract microbiome reveals robust taxonomic associations with health and disease. BMC Biol 2024; 22:93. [PMID: 38654335 PMCID: PMC11040984 DOI: 10.1186/s12915-024-01887-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 04/15/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND The human upper respiratory tract (URT) microbiome, like the gut microbiome, varies across individuals and between health and disease states. However, study-to-study heterogeneity in reported case-control results has made the identification of consistent and generalizable URT-disease associations difficult. RESULTS In order to address this issue, we assembled 26 independent 16S rRNA gene amplicon sequencing data sets from case-control URT studies, with approximately 2-3 studies per respiratory condition and ten distinct conditions covering common chronic and acute respiratory diseases. We leveraged the healthy control data across studies to investigate URT associations with age, sex, and geographic location, in order to isolate these associations from health and disease states. CONCLUSIONS We found several robust genus-level associations, across multiple independent studies, with either health or disease status. We identified disease associations specific to a particular respiratory condition and associations general to all conditions. Ultimately, we reveal robust associations between the URT microbiome, health, and disease, which hold across multiple studies and can help guide follow-up work on potential URT microbiome diagnostics and therapeutics.
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Affiliation(s)
- Nick Quinn-Bohmann
- Institute for Systems Biology, Seattle, WA, 98109, USA.
- Molecular Engineering Graduate Program, University of Washington, Seattle, WA, 98195, USA.
| | | | - Jin Seo
- Reckitt Health US LLC, 1 Philips Pkwy, Montvale, NJ, 07645, USA
| | - Ruth Simmons
- Reckitt Benckiser Healthcare Ltd, 105 Bath Road, Slough, Berkshire, SL1 3UH, UK
| | | | - Sean M Gibbons
- Institute for Systems Biology, Seattle, WA, 98109, USA.
- Molecular Engineering Graduate Program, University of Washington, Seattle, WA, 98195, USA.
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA.
- Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA.
- eScience Institute, University of Washington, Seattle, WA, 98195, USA.
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26
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Perdijk O, Azzoni R, Marsland BJ. The microbiome: an integral player in immune homeostasis and inflammation in the respiratory tract. Physiol Rev 2024; 104:835-879. [PMID: 38059886 DOI: 10.1152/physrev.00020.2023] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 11/07/2023] [Accepted: 11/30/2023] [Indexed: 12/08/2023] Open
Abstract
The last decade of microbiome research has highlighted its fundamental role in systemic immune and metabolic homeostasis. The microbiome plays a prominent role during gestation and into early life, when maternal lifestyle factors shape immune development of the newborn. Breast milk further shapes gut colonization, supporting the development of tolerance to commensal bacteria and harmless antigens while preventing outgrowth of pathogens. Environmental microbial and lifestyle factors that disrupt this process can dysregulate immune homeostasis, predisposing infants to atopic disease and childhood asthma. In health, the low-biomass lung microbiome, together with inhaled environmental microbial constituents, establishes the immunological set point that is necessary to maintain pulmonary immune defense. However, in disease perturbations to immunological and physiological processes allow the upper respiratory tract to act as a reservoir of pathogenic bacteria, which can colonize the diseased lung and cause severe inflammation. Studying these host-microbe interactions in respiratory diseases holds great promise to stratify patients for suitable treatment regimens and biomarker discovery to predict disease progression. Preclinical studies show that commensal gut microbes are in a constant flux of cell division and death, releasing microbial constituents, metabolic by-products, and vesicles that shape the immune system and can protect against respiratory diseases. The next major advances may come from testing and utilizing these microbial factors for clinical benefit and exploiting the predictive power of the microbiome by employing multiomics analysis approaches.
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Affiliation(s)
- Olaf Perdijk
- Department of Immunology, School of Translational Science, Monash University, Melbourne, Victoria, Australia
| | - Rossana Azzoni
- Department of Immunology, School of Translational Science, Monash University, Melbourne, Victoria, Australia
| | - Benjamin J Marsland
- Department of Immunology, School of Translational Science, Monash University, Melbourne, Victoria, Australia
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27
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Lapidot R, Faits T, Ismail A, Allam M, Khumalo Z, MacLeod W, Kwenda G, Mupila Z, Nakazwe R, Segrè D, Johnson WE, Thea DM, Mwananyanda L, Gill CJ. Nasopharyngeal Dysbiosis Precedes the Development of Lower Respiratory Tract Infections in Young Infants, a Longitudinal Infant Cohort Study. Gates Open Res 2024; 6:48. [PMID: 39050991 PMCID: PMC11266592 DOI: 10.12688/gatesopenres.13561.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2024] [Indexed: 07/27/2024] Open
Abstract
Background Infants suffering from lower respiratory tract infections (LRTIs) have distinct nasopharyngeal (NP) microbiome profiles that correlate with severity of disease. Whether these profiles precede the infection or are a consequence of it, is unknown. In order to answer this question, longitudinal studies are needed. Methods We conducted a retrospective analysis of NP samples collected in a longitudinal birth cohort study of Zambian mother-infant pairs. Samples were collected every two weeks from 1-week through 14-weeks of age. Ten of the infants in the cohort who developed LRTI were matched 1:3 with healthy comparators. We completed 16S rRNA gene sequencing on the samples each of these infants contributed and compared the NP microbiome of the healthy infants to infants who developed LRTI. Results The infant NP microbiome maturation was characterized by transitioning from Staphylococcus dominant to respiratory-genera dominant profiles during the first three months of life, similar to what is described in the literature. Interestingly, infants who developed LRTI had distinct NP microbiome characteristics before infection, in most cases as early as the first week of life. Their NP microbiome was characterized by the presence of Novosphingobium, Delftia, high relative abundance of Anaerobacillus, Bacillus, and low relative abundance of Dolosigranulum, compared to the healthy controls. Mothers of infants with LRTI also had low relative abundance of Dolosigranulum in their baseline samples compared to mothers of infants that did not develop an LRTI. Conclusions Our results suggest that specific characteristics of the NP microbiome precede LRTI in young infants and may be present in their mothers as well. Early dysbiosis may play a role in the causal pathway leading to LRTI or could be a marker of underlying immunological, environmental, or genetic characteristics that predispose to LRTI.
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Affiliation(s)
- Rotem Lapidot
- Pediatric Infectious Diseases, Boston Medical Center, Boston, MA, 02118, USA
- Pediatrics, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Tyler Faits
- Computational Biomedicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Arshad Ismail
- Sequencing Core Facility, National Institute for Communicable Diseases, Johannesburg, 2131, South Africa
| | - Mushal Allam
- Sequencing Core Facility, National Institute for Communicable Diseases, Johannesburg, 2131, South Africa
| | - Zamantungwak Khumalo
- Sequencing Core Facility, National Institute for Communicable Diseases, Johannesburg, 2131, South Africa
- Department of Veterinary Tropical Diseases, University of Pretoria, Pretoria, 0002, South Africa
| | - William MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Geoffrey Kwenda
- Department of Biomedical Sciences, School of Health Sciences, University of Zambia, Lusaka, Zambia
| | | | - Ruth Nakazwe
- Department of Pathology and Microbiology, University Teaching Hospital, Lusaka, Zambia
| | - Daniel Segrè
- Bioinformatics Program and Biological Design Center, Boston University, Boston, MA, 02118, USA
- Department of Physics, Boston University, Boston, MA, 02118, USA
- Department of Biology, Boston University, Boston, MA, 02118, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, 02118, USA
| | - William Evan Johnson
- Computational Biomedicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Donald M Thea
- Department of Global Health, Boston University School of Public Health, Boston, MA, 02118, USA
| | | | - Christopher J Gill
- Department of Global Health, Boston University School of Public Health, Boston, MA, 02118, USA
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28
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Lin GL, Drysdale SB, Snape MD, O'Connor D, Brown A, MacIntyre-Cockett G, Mellado-Gomez E, de Cesare M, Ansari MA, Bonsall D, Bray JE, Jolley KA, Bowden R, Aerssens J, Bont L, Openshaw PJM, Martinon-Torres F, Nair H, Golubchik T, Pollard AJ. Targeted metagenomics reveals association between severity and pathogen co-detection in infants with respiratory syncytial virus. Nat Commun 2024; 15:2379. [PMID: 38493135 PMCID: PMC10944482 DOI: 10.1038/s41467-024-46648-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 02/23/2024] [Indexed: 03/18/2024] Open
Abstract
Respiratory syncytial virus (RSV) is the leading cause of hospitalisation for respiratory infection in young children. RSV disease severity is known to be age-dependent and highest in young infants, but other correlates of severity, particularly the presence of additional respiratory pathogens, are less well understood. In this study, nasopharyngeal swabs were collected from two cohorts of RSV-positive infants <12 months in Spain, the UK, and the Netherlands during 2017-20. We show, using targeted metagenomic sequencing of >100 pathogens, including all common respiratory viruses and bacteria, from samples collected from 433 infants, that burden of additional viruses is common (111/433, 26%) but only modestly correlates with RSV disease severity. In contrast, there is strong evidence in both cohorts and across age groups that presence of Haemophilus bacteria (194/433, 45%) is associated with higher severity, including much higher rates of hospitalisation (odds ratio 4.25, 95% CI 2.03-9.31). There is no evidence for association between higher severity and other detected bacteria, and no difference in severity between RSV genotypes. Our findings reveal the genomic diversity of additional pathogens during RSV infection in infants, and provide an evidence base for future causal investigations of the impact of co-infection on RSV disease severity.
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Affiliation(s)
- Gu-Lung Lin
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK.
- NIHR Oxford Biomedical Research Centre, Oxford, UK.
| | - Simon B Drysdale
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, St George's, University of London, London, UK
| | - Matthew D Snape
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Daniel O'Connor
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Anthony Brown
- Peter Medawar Building for Pathogen Research, University of Oxford, Oxford, UK
| | | | - Esther Mellado-Gomez
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
- Wellcome Sanger Institute, Hinxton, UK
| | - Mariateresa de Cesare
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
- Human Technopole, Milan, Italy
| | - M Azim Ansari
- Peter Medawar Building for Pathogen Research, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - David Bonsall
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - James E Bray
- Department of Biology, University of Oxford, Oxford, UK
| | | | - Rory Bowden
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
| | - Jeroen Aerssens
- Translational Biomarkers, Infectious Diseases Therapeutic Area, Janssen Pharmaceutica NV, Beerse, Belgium
| | - Louis Bont
- Department of Pediatrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, Netherlands
- ReSViNET Foundation, Zeist, Netherlands
| | | | - Federico Martinon-Torres
- Translational Pediatrics and Infectious Diseases, Pediatrics Department, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Genetics, Vaccines, Infectious Diseases and Pediatrics Research Group (GENVIP), Instituto de Investigación Sanitaria de Santiago, University of Santiago de Compostela, Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Harish Nair
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tanya Golubchik
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Sydney Infectious Diseases Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.
| | - Andrew J Pollard
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
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29
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Bustos IG, Wiscovitch-Russo R, Singh H, Sievers BL, Matsuoka M, Freire M, Tan GS, Cala MP, Guerrero JL, Martin-Loeches I, Gonzalez-Juarbe N, Reyes LF. Major alteration of Lung Microbiome and the Host Reaction in critically ill COVID-19 Patients with high viral load. RESEARCH SQUARE 2024:rs.3.rs-3952944. [PMID: 38496464 PMCID: PMC10942552 DOI: 10.21203/rs.3.rs-3952944/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Background Patients with COVID-19 under invasive mechanical ventilation are at higher risk of developing ventilator-associated pneumonia (VAP), associated with increased healthcare costs, and unfavorable prognosis. The underlying mechanisms of this phenomenon have not been thoroughly dissected. Therefore, this study attempted to bridge this gap by performing a lung microbiota analysis and evaluating the host immune responses that could drive the development of VAP. Materials and methods In this prospective cohort study, mechanically ventilated patients with confirmed SARS-CoV-2 infection were enrolled. Nasal swabs (NS), endotracheal aspirates (ETA), and blood samples were collected initially within 12 hours of intubation and again at 72 hours post-intubation. Plasma samples underwent cytokine and metabolomic analyses, while NS and ETA samples were sequenced for lung microbiome examination. The cohort was categorized based on the development of VAP. Data analysis was conducted using RStudio version 4.3.1. Results In a study of 36 COVID-19 patients on mechanical ventilation, significant differences were found in the nasal and pulmonary microbiome, notably in Staphylococcus and Enterobacteriaceae, linked to VAP. Patients with VAP showed a higher SARS-CoV-2 viral load, elevated neutralizing antibodies, and reduced inflammatory cytokines, including IFN-δ, IL-1β, IL-12p70, IL-18, IL-6, TNF-α, and CCL4. Metabolomic analysis revealed changes in 22 metabolites in non-VAP patients and 27 in VAP patients, highlighting D-Maltose-Lactose, Histidinyl-Glycine, and various phosphatidylcholines, indicating a metabolic predisposition to VAP. Conclusions This study reveals a critical link between respiratory microbiome alterations and ventilator-associated pneumonia in COVID-19 patients, with elevated SARS-CoV-2 levels and metabolic changes, providing novel insights into the underlying mechanisms of VAP with potential management and prevention implications.
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Affiliation(s)
| | | | | | | | | | | | | | - Mónica P Cala
- MetCore- Metabolomics Core Facility, Universidad de Los Andes
| | - Jose L Guerrero
- MetCore- Metabolomics Core Facility, Universidad de Los Andes
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Smulders T, Van Der Schee MP, Maitland-Van Der Zee AH, Dikkers FG, Van Drunen CM. Influence of the gut and airway microbiome on asthma development and disease. Pediatr Allergy Immunol 2024; 35:e14095. [PMID: 38451070 DOI: 10.1111/pai.14095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/07/2024] [Indexed: 03/08/2024]
Abstract
There are ample data to suggest that early-life dysbiosis of both the gut and/or airway microbiome can predispose a child to develop along a trajectory toward asthma. Although individual studies show clear associations between dysbiosis and asthma development, it is less clear what (collection of) bacterial species is mechanistically responsible for the observed effects. This is partly due to issues related to the asthma diagnosis and the broad spectrum of anatomical sites, sample techniques, and analysis protocols that are used in different studies. Moreover, there is limited attention for potential differences in the genetics of individuals that would affect the outcome of the interaction between the environment and that individual. Despite these challenges, the first bacterial components were identified that are able to affect the transcriptional state of human cells, ergo the immune system. Such molecules could in the future be the basis for intervention studies that are now (necessarily) restricted to a limited number of bacterial species. For this transition, it might be prudent to develop an ex vivo human model of a local mucosal immune system to better and safer explore the impact of such molecules. With this approach, we might move beyond association toward understanding of causality.
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Affiliation(s)
- Tamar Smulders
- Department of Otorhinolaryngology/Head and Neck Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Department of Paediatric Pulmonary Medicine, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands
| | - Marc P Van Der Schee
- Department of Paediatric Pulmonary Medicine, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands
| | - Anke H Maitland-Van Der Zee
- Department of Paediatric Pulmonary Medicine, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands
| | - Frederik G Dikkers
- Department of Otorhinolaryngology/Head and Neck Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Cornelis M Van Drunen
- Department of Otorhinolaryngology/Head and Neck Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Huang H, Wu B, Lin W. Characterising respiratory infections among hospitalised children during the COVID-19 pandemic in southeastern China: a cross-sectional study of pathogens and clinical association. BMJ Open 2024; 14:e076824. [PMID: 38199623 PMCID: PMC10807008 DOI: 10.1136/bmjopen-2023-076824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 12/14/2023] [Indexed: 01/12/2024] Open
Abstract
OBJECTIVE Children with acute respiratory tract infections (ARTIs) pose significantly burden on healthcare facilities due to high hospitalisation rates and mortality. However, limited epidemiological and clinical characteristics data on ARTIs in southeastern China during the COVID-19 pandemic exists. DESIGN Cross-sectional. SETTING Tertiary hospital associated with the First Affiliated Hospital, Fujian Medical University, China. PARTICIPANTS 1007 hospitalised children diagnosed with ARTIs, aged 30 days to 15 years, were enrolled in this study from 1 January 2020 to 31 December 2021. OUTCOME MEASURE The primary outcomes are the rate of pathogen infections in children with ARTIs. Secondary outcomes are the description of risk factors associated with ARTIs in children. RESULTS Of the 1007 enrolled children, 28.2%, 42.2%, 21.8% and 7.7% were diagnosed with upper respiratory tract infection, bronchopneumonia, bronchitis and pneumonia, respectively. Mycoplasma pneumoniae (MP) was the most prevalent pathogen (31.9%), followed by influenza B virus (IFVB; 29.1%) and influenza A virus (IFVA; 19.1%). The study found that children under 1 year old (older than 30 days: ORIFVB=12.50; ORMP=8.53), children aged 1-3 years (ORMP=1.62), the winter season (ORIFVA=1.36), the time from symptoms onset to hospitalisation (ORMP=1.10) and increased precipitation (ORLP=1.01) were high-risk factors for ARTIs. CONCLUSION This investigation offers significant insights into the prevalence and distribution of common pathogens among children experiencing ARTIs in the context of the COVID-19 pandemic. The discernment of high-risk factors linked to these pathogens enhances our understanding of the epidemiological characteristics of ARTIs in children.
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Affiliation(s)
- Huanhuan Huang
- Department of Pediatrics, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Pain Research Institute, Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian, China
| | - Bin Wu
- Department of Pediatrics, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Wei Lin
- Department of Pediatrics, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
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Zhou W, Guo Z, Chen J, Chen Y, He C, Lu A, Qian L. Airway microbiota correlated with pulmonary exacerbation in primary ciliary dyskinesia patients. Microbiol Spectr 2023; 11:e0221323. [PMID: 37796006 PMCID: PMC10715216 DOI: 10.1128/spectrum.02213-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/16/2023] [Indexed: 10/06/2023] Open
Abstract
IMPORTANCE PCD is a rare disease characterized by productive cough, rhinitis, and recurrent infections of the upper and lower airways. Because the diagnosis of PCD is often delayed, patients receive more antibiotics, experience a heavier financial burden, and have a worse prognosis; thus, it is very important to identify the pathogeny and use the correct antibiotic. In this large single-center study of PCD microbiota, we identified an outline of the bacterial microbes from the respiratory tract; furthermore, we found that the microbiota diversity in pediatric sputum was richer than that in pediatric BALF through sequencing, indicating a heterogeneous community structure. The microbiota diversity and richness were lower during pulmonary exacerbation than during pulmonary stabilization. A significantly higher abundance of Pseudomonas had a moderate distinguishing effect for lung exacerbation, which attracted more attention for the study of Pseudomonas therapy in pediatric patients with PCD.
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Affiliation(s)
- Weitao Zhou
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Zhuoyao Guo
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Jinglong Chen
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Yao Chen
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Chen He
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Aizhen Lu
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
| | - Liling Qian
- Department of Respiratory Medicine, Children’s Hospital of Fudan University, Shanghai, China
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Koenen MH, de Groot RCA, de Steenhuijsen Piters WAA, Chu MLJN, Arp K, Hasrat R, de Bruijn ACJM, Estevão SC, van der Vries E, Langereis JD, Boes M, Bogaert D, van Rossum AMC, Unger WWJ, Verhagen LM. Mycoplasma pneumoniae carriage in children with recurrent respiratory tract infections is associated with a less diverse and altered microbiota. EBioMedicine 2023; 98:104868. [PMID: 37950996 PMCID: PMC10679896 DOI: 10.1016/j.ebiom.2023.104868] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 10/20/2023] [Accepted: 10/24/2023] [Indexed: 11/13/2023] Open
Abstract
BACKGROUND Mycoplasma pneumoniae is a common cause of community-acquired pneumonia in school-aged children and can be preceded by asymptomatic carriage. However, its role in recurrent respiratory tract infections is unclear. We studied the prevalence of M.pneumoniae carriage in children with recurrent respiratory infections and identified associated factors. METHODS We tested M.pneumoniae carriage by qPCR in children with recurrent infections and their healthy family members in a cross-sectional study. Serum and mucosal total and M.pneumoniae-specific antibody levels were measured by ELISA and nasopharyngeal microbiota composition was characterized by 16S-rRNA sequencing. FINDINGS Prevalence of M.pneumoniae carriage was higher in children with recurrent infections (68%) than their family members without infections (47% in siblings and 27% in parents). M.pneumoniae carriage among family members appeared to be associated with transmission within the household, likely originating from the affected child. In logistic regression corrected for age and multiple comparisons, IgA (OR 0.16 [0.06-0.37]) and total IgG deficiency (OR 0.15 [0.02-0.74]) were less prevalent in M.pneumoniae carriers (n = 78) compared to non-carriers (n = 36). In multivariable analysis, the nasopharyngeal microbiota of M.pneumoniae carriers had lower alpha diversity (OR 0.27 [0.09-0.67]) and a higher abundance of Haemophilus influenzae (OR 45.01 [2.74-1608.11]) compared to non-carriers. INTERPRETATION M.pneumoniae carriage is highly prevalent in children with recurrent infections and carriers have a less diverse microbiota with an overrepresentation of disease-associated microbiota members compared to non-carriers. Given the high prevalence of M.pneumoniae carriage and the strong association with H. influenzae, we recommend appropriate antibiotic coverage of M.pneumoniae and H. influenzae in case of suspected pneumonia in children with recurrent respiratory tract infections or their family members. FUNDING Wilhelmina Children's Hospital Research Fund, 'Christine Bader Stichting Irene KinderZiekenhuis', Sophia Scientific Research Foundation, ESPID Fellowship funded by Seqirus, Hypatia Fellowship funded by Radboudumc and The Netherlands Organisation for Health Research and Development (ZonMW VENI grant to LM Verhagen).
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Affiliation(s)
- Mischa H Koenen
- Center of Translational Immunology, UMC Utrecht, Utrecht, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Ruben C A de Groot
- Laboratory of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, Erasmus MC University Medical Center Rotterdam - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Wouter A A de Steenhuijsen Piters
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, the Netherlands; Center for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Mei Ling J N Chu
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Kayleigh Arp
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Raïza Hasrat
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Ad C J M de Bruijn
- Laboratory of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, Erasmus MC University Medical Center Rotterdam - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Silvia C Estevão
- Laboratory of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, Erasmus MC University Medical Center Rotterdam - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Erhard van der Vries
- Department of Research & Development, GD Animal Health, Deventer, the Netherlands
| | - Jeroen D Langereis
- Laboratory of Medical Immunology, Department of Laboratory Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Marianne Boes
- Center of Translational Immunology, UMC Utrecht, Utrecht, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Debby Bogaert
- Center for Inflammation Research, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom; Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands
| | - Annemarie M C van Rossum
- Division of Pediatric Infectious Diseases and Immunology, Department of Pediatrics, Erasmus MC University Medical Center Rotterdam - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Wendy W J Unger
- Laboratory of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, Erasmus MC University Medical Center Rotterdam - Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Lilly M Verhagen
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, Utrecht, the Netherlands; Laboratory of Medical Immunology, Department of Laboratory Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Pediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands.
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Hardman SJ, Shackley FM, Ugonna K, Darton TC, Rigby AS, Bogaert D, Binkowska JM, Condliffe AM. Seasonal Azithromycin Use in Paediatric Protracted Bacterial Bronchitis Does Not Promote Antimicrobial Resistance but Does Modulate the Nasopharyngeal Microbiome. Int J Mol Sci 2023; 24:16053. [PMID: 38003242 PMCID: PMC10671346 DOI: 10.3390/ijms242216053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 10/30/2023] [Accepted: 11/03/2023] [Indexed: 11/26/2023] Open
Abstract
Protracted bacterial bronchitis (PBB) causes chronic wet cough for which seasonal azithromycin is increasingly used to reduce exacerbations. We investigated the impact of seasonal azithromycin on antimicrobial resistance and the nasopharyngeal microbiome. In an observational cohort study, 50 children with PBB were enrolled over two consecutive winters; 25/50 at study entry were designated on clinical grounds to take azithromycin over the winter months and 25/50 were not. Serial nasopharyngeal swabs were collected during the study period (12-20 months) and cultured bacterial isolates were assessed for antimicrobial susceptibility. 16S rRNA-based sequencing was performed on a subset of samples. Irrespective of azithromycin usage, high levels of azithromycin resistance were found; 73% of bacteria from swabs in the azithromycin group vs. 69% in the comparison group. Resistance was predominantly driven by azithromycin-resistant S. pneumoniae, yet these isolates were mostly erythromycin susceptible. Analysis of 16S rRNA-based sequencing revealed a reduction in within-sample diversity in response to azithromycin, but only in samples of children actively taking azithromycin at the time of swab collection. Actively taking azithromycin at the time of swab collection significantly contributed to dissimilarity in bacterial community composition. The discrepancy between laboratory detection of azithromycin and erythromycin resistance in the S. pneumoniae isolates requires further investigation. Seasonal azithromycin for PBB did not promote antimicrobial resistance over the study period, but did perturb the microbiome.
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Affiliation(s)
- Simon J. Hardman
- Department of General Paediatrics, Chesterfield Royal Hospital NHS Foundation Trust, Chesterfield S44 5BL, UK
| | - Fiona M. Shackley
- Department of Paediatric Immunology, Allergy and Infectious Diseases, Sheffield Children’s Hospital NHS Foundation Trust, Sheffield S10 2TH, UK;
| | - Kelechi Ugonna
- Department of Paediatric Respiratory Medicine, Sheffield Children’s Hospital NHS Foundation Trust, Sheffield S10 2TH, UK;
| | - Thomas C. Darton
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield S10 2RX, UK; (T.C.D.); (A.M.C.)
| | - Alan S. Rigby
- Hull York Medical School, University of Hull, Hull HU6 7RX, UK;
| | - Debby Bogaert
- Department of Paediatric Immunology and Infectious Diseases, Wilhelmina Children’s Hospital and University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands;
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh EH8 9YL, UK;
| | - Justyna M. Binkowska
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh EH8 9YL, UK;
| | - Alison M. Condliffe
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield S10 2RX, UK; (T.C.D.); (A.M.C.)
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Nikolaou E, German EL, Howard A, Nabwera HM, Matope A, Robinson R, Shiham F, Liatsikos K, McNamara C, Kattera S, Carter K, Parry CM, Read JM, Allen SJ, Urban BC, Hawcutt DB, Hill H, Collins AM, Ferreira DM. Assessing the use of minimally invasive self-sampling at home for long-term monitoring of the microbiota within UK families. Sci Rep 2023; 13:18201. [PMID: 37875557 PMCID: PMC10598218 DOI: 10.1038/s41598-023-45574-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 10/21/2023] [Indexed: 10/26/2023] Open
Abstract
Monitoring the presence of commensal and pathogenic respiratory microorganisms is of critical global importance. However, community-based surveillance is difficult because nasopharyngeal swabs are uncomfortable and painful for a wide age range of participants. We designed a methodology for minimally invasive self-sampling at home and assessed its use for longitudinal monitoring of the oral, nasal and hand microbiota of adults and children within families. Healthy families with two adults and up to three children, living in and near Liverpool, United Kingdom, self-collected saliva, nasal lining fluid using synthetic absorptive matrices and hand swabs at home every two weeks for six months. Questionnaires were used to collect demographic and epidemiological data and assess feasibility and acceptability. Participants were invited to take part in an exit interview. Thirty-three families completed the study. Sampling using our approach was acceptable to 25/33 (76%) families, as sampling was fast (76%), easy (76%) and painless (60%). Saliva and hand sampling was acceptable to all participants of any age, whereas nasal sampling was accepted mostly by adults and children older than 5 years. Multi-niche self-sampling at home can be used by adults and children for longitudinal surveillance of respiratory microorganisms, providing key data for design of future studies.
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Affiliation(s)
- E Nikolaou
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.
- Infection and Immunity, Murdoch Children's Research Institute, Parkville, VIC, 3050, Australia.
- Microbiology and Immunology Department, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville, VIC, Australia.
| | - E L German
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - A Howard
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - H M Nabwera
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Alder Hey Children's Hospital, Liverpool, UK
- Centre of Excellence in Women and Child Health, Aga Khan University, Nairobi, Kenya
| | - A Matope
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - R Robinson
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - F Shiham
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - K Liatsikos
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - C McNamara
- Alder Hey Children's Hospital, Liverpool, UK
| | - S Kattera
- Alder Hey Children's Hospital, Liverpool, UK
| | - K Carter
- Alder Hey Children's Hospital, Liverpool, UK
| | - C M Parry
- Alder Hey Children's Hospital, Liverpool, UK
| | - J M Read
- Lancaster Medical School, Lancaster University, Lancaster, UK
| | - S J Allen
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Edward Francis Small Teaching Hospital, Banjul, The Gambia
| | - B C Urban
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, OX3 7LE, UK
| | - D B Hawcutt
- Alder Hey Children's Hospital, Liverpool, UK
- University of Liverpool, Liverpool, UK
| | - H Hill
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - A M Collins
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - D M Ferreira
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, OX3 7LE, UK.
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Feng J, Yang K, Liu X, Song M, Zhan P, Zhang M, Chen J, Liu J. Machine learning: a powerful tool for identifying key microbial agents associated with specific cancer types. PeerJ 2023; 11:e16304. [PMID: 37901464 PMCID: PMC10601900 DOI: 10.7717/peerj.16304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 09/26/2023] [Indexed: 10/31/2023] Open
Abstract
Machine learning (ML) includes a broad class of computer programs that improve with experience and shows unique strengths in performing tasks such as clustering, classification and regression. Over the past decade, microbial communities have been implicated in influencing the onset, progression, metastasis, and therapeutic response of multiple cancers. Host-microbe interaction may be a physiological pathway contributing to cancer development. With the accumulation of a large number of high-throughput data, ML has been successfully applied to the study of human cancer microbiomics in an attempt to reveal the complex mechanism behind cancer. In this review, we begin with a brief overview of the data sources included in cancer microbiomics studies. Then, the characteristics of the ML algorithm are briefly introduced. Secondly, the application progress of ML in cancer microbiomics is also reviewed. Finally, we highlight the challenges and future prospects facing ML in cancer microbiomics. On this basis, we conclude that the development of cancer microbiomics can not be achieved without ML, and that ML can be used to develop tumor-targeting microbial therapies, ultimately contributing to personalized and precision medicine.
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Affiliation(s)
- Jia Feng
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Kailan Yang
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Xuexue Liu
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Min Song
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Ping Zhan
- Department of Obstetrics, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Mi Zhang
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Jinsong Chen
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
| | - Jinbo Liu
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Sichuan, China
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Thorsen J, Li XJ, Peng S, Sunde RB, Shah SA, Bhattacharyya M, Poulsen CS, Poulsen CE, Leal Rodriguez C, Widdowson M, Neumann AU, Trivedi U, Chawes B, Bønnelykke K, Bisgaard H, Sørensen SJ, Stokholm J. The airway microbiota of neonates colonized with asthma-associated pathogenic bacteria. Nat Commun 2023; 14:6668. [PMID: 37863895 PMCID: PMC10589220 DOI: 10.1038/s41467-023-42309-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 10/06/2023] [Indexed: 10/22/2023] Open
Abstract
Culture techniques have associated colonization with pathogenic bacteria in the airways of neonates with later risk of childhood asthma, whereas more recent studies utilizing sequencing techniques have shown the same phenomenon with specific anaerobic taxa. Here, we analyze nasopharyngeal swabs from 1 month neonates in the COPSAC2000 prospective birth cohort by 16S rRNA gene sequencing of the V3-V4 region in relation to asthma risk throughout childhood. Results are compared with previous culture results from hypopharyngeal aspirates from the same cohort and with hypopharyngeal sequencing data from the later COPSAC2010 cohort. Nasopharyngeal relative abundance values of Streptococcus pneumoniae, Haemophilus influenzae, and Moraxella catarrhalis are associated with the same species in the hypopharyngeal cultures. A combined pathogen score of these bacteria's abundance values is associated with persistent wheeze/asthma by age 7. No other taxa are associated. Compared to the hypopharyngeal aspirates from the COPSAC2010 cohort, the anaerobes Veillonella and Prevotella, which have previously been implicated in asthma development, are less commonly detected in the COPSAC2000 nasopharyngeal samples, but correlate with the pathogen score, hinting at latent community structures that bridge current and previous results. These findings have implications for future asthma prevention efforts.
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Affiliation(s)
- Jonathan Thorsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Xuan Ji Li
- Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Shuang Peng
- Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Rikke Bjersand Sunde
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics, Slagelse Hospital, Slagelse, Denmark
| | - Shiraz A Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Madhumita Bhattacharyya
- Chair of Environmental Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
| | - Casper Sahl Poulsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Christina Egeø Poulsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Cristina Leal Rodriguez
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Michael Widdowson
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Avidan Uriel Neumann
- Chair of Environmental Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
- Institute of Environmental Medicine, Helmholtz Munich, Munich, Germany
| | - Urvish Trivedi
- Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Bo Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Klaus Bønnelykke
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Hans Bisgaard
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Søren J Sørensen
- Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark.
| | - Jakob Stokholm
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark.
- Department of Pediatrics, Slagelse Hospital, Slagelse, Denmark.
- Department of Food Science, Faculty of Science, University of Copenhagen, Frederiksberg C, Denmark.
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Cheng X, Yang X, Tu Z, Rong Z, Wang C, Wang S. Graphene oxide-based colorimetric/fluorescence dual-mode immunochromatography assay for simultaneous ultrasensitive detection of respiratory virus and bacteria in complex samples. JOURNAL OF HAZARDOUS MATERIALS 2023; 459:132192. [PMID: 37541116 DOI: 10.1016/j.jhazmat.2023.132192] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 07/20/2023] [Accepted: 07/29/2023] [Indexed: 08/06/2023]
Abstract
A point-of-care testing biosensor that supports direct, sensitive, and simultaneous identification of bacteria and virus is still lacking. In this study, an ultrasensitive immunochromatography assay (ICA) with colorimetric/fluorescence dual-signal output was proposed for flexible and accurate detection of respiratory virus and bacteria in complex samples. Colorimetric AuNPs of 16 nm and two layers of quantum dots (QDs) were coated onto the surface of monolayer graphene oxide (GO) layer by layer to form a multilayered dual-signal nanofilm. This material not only can generate strong colorimetric and fluorescence signals for ICA analysis but also can provide larger surface area, better stability, and superior dispersibility than conventional spherical nanomaterials. Two test lines were built onto the ICA strip to simultaneously detect common respiratory virus influenza A and respiratory bacteria Streptococcus pneumoniae. The dual-signal mode of assay greatly broadened the applied range of ICA method, in which the colorimetric mode allows for quick determination of virus/bacteria and the fluorescence mode ensures the highly sensitive and quantitative detection of target pathogens with detection limits down to 891 copies/mL and 17 cells/mL, respectively. The proposed dual-mode ICA can also be applied directly for real biological and environment samples, which suggests its great potential for field application.
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Affiliation(s)
- Xiaodan Cheng
- Bioinformatics Center of AMMS, Beijing 100850, PR China; Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China
| | - Xingsheng Yang
- Bioinformatics Center of AMMS, Beijing 100850, PR China; Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China
| | - Zhijie Tu
- Bioinformatics Center of AMMS, Beijing 100850, PR China; Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China
| | - Zhen Rong
- Bioinformatics Center of AMMS, Beijing 100850, PR China; Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China.
| | - Chongwen Wang
- Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China; Department of Clinical Laboratory Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510000, PR China.
| | - Shengqi Wang
- Bioinformatics Center of AMMS, Beijing 100850, PR China; Beijing Key Laboratory of New Molecular Diagnosis Technologies for Infectious Diseases, Beijing 100850, PR China.
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Bowdish DM, Rossi L, Loeb M, Johnstone J, Schenck LP, Fontes M, Surette MG, Whelan FJ. The impact of respiratory infections and probiotic use on the nasal microbiota of frail residents in long-term care homes. ERJ Open Res 2023; 9:00212-2023. [PMID: 37753289 PMCID: PMC10518876 DOI: 10.1183/23120541.00212-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/19/2023] [Indexed: 09/28/2023] Open
Abstract
Background Residents in long-term care homes, who tend to be of advanced age and frail, are at increased risk of respiratory infections. The respiratory microbiota is known to change with age, but whether these changes contribute to the risk of infection is not known. Our goal was to determine how the nasal microbiota of frail older adults changes during symptoms of influenza-like illness (ILI) and how this may be impacted by enrolment in a placebo-controlled trial testing the feasibility of administering a Lactobacillus rhamnosus GG probiotic to prevent respiratory infection (2014-2017). Methods The microbiome of the nasal (mid-turbinate) of 150 residents of long-term care homes was interrogated using 16S rRNA gene sequencing. Results We identified a diverse and individualised microbiota which could be separated into nine distinct clusters based on Bray-Curtis distances. Samples collected during symptoms of ILI differed statistically from those collected pre- and post-cold and influenza season, and we observed decreased temporal stability (as measured by movement between clusters) in individuals who experienced ILI compared to those who did not. Conclusions The use of probiotics decreased ILI-induced changes to the microbiota; however, it is not clear whether this decrease is sufficient to prevent respiratory illness.
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Affiliation(s)
- Dawn M.E. Bowdish
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- M.G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
- Firestone Institute for Respiratory Health, St Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Laura Rossi
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Mark Loeb
- M.G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence & Impact, McMaster University, Hamilton, ON, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Jennie Johnstone
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Louis P. Schenck
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, ON, Canada
| | - Michelle Fontes
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Michael G. Surette
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- M.G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, ON, Canada
| | - Fiona J. Whelan
- School of Life Sciences, University of Nottingham, Nottingham, UK
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McClintock J, Odom-Mabey AR, Kebere N, Ismail A, Mwananyanda L, Gill CJ, MacLeod WB, Pieciak RC, Lapidot R, Johnson WE. Postmortem Nasopharyngeal Microbiome Analysis of Zambian Infants With and Without Respiratory Syncytial Virus Disease: A Nested Case Control Study. Pediatr Infect Dis J 2023; 42:637-643. [PMID: 37093853 PMCID: PMC10348642 DOI: 10.1097/inf.0000000000003941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/31/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Respiratory syncytial virus (RSV) is the most common cause of bronchiolitis and lower respiratory tract infections in children in their first year of life, disproportionately affecting infants in developing countries. Previous studies have found that the nasopharyngeal (NP) microbiome of infants with RSV infection has specific characteristics that correlate with disease severity, including lower biodiversity, perturbations of the microbiota and differences in relative abundance. These studies have focused on infants seen in clinical or hospital settings, predominantly in developed countries. METHODS We conducted a nested case control study within a random sample of 50 deceased RSV+ infants with age at death ranging from 4 days to 6 months and 50 matched deceased RSV- infants who were all previously enrolled in the Zambia Pertussis and RSV Infant Mortality Estimation (ZPRIME) study. All infants died within the community or within 48 hours of facility admittance. As part of the ZPRIME study procedures, all decedents underwent one-time, postmortem NP sampling. The current analysis explored the differences between the NP microbiome profiles of RSV+ and RSV- decedents using the 16S ribosomal DNA sequencing. RESULTS We found that Moraxella was more abundant in the NP microbiome of RSV+ decedents than in the RSV- decedents. Additionally, Gemella and Staphylococcus were less abundant in RSV+ decedents than in the RSV- decedents. CONCLUSIONS These results support previously reported findings of the association between the NP microbiome and RSV and suggest that changes in the abundance of these microbes are likely specific to RSV and may correlate with mortality associated with the disease.
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Affiliation(s)
- Jessica McClintock
- From the Division of Infectious Disease, Center for Data Science, Rutgers New Jersey Medical School, Newark, New Jersey
| | | | - Nitsueh Kebere
- Bioinformatics Program, Boston University, Boston, Massachusetts
| | - Arshad Ismail
- Sequencing Core Facility, National Institute for Communicable Diseases of the National Health Laboratory Service, Johannesburg, South Africa
- Department of Biochemistry and Microbiology, University of Venda, Thohoyandou, South Africa
| | - Lawrence Mwananyanda
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts
| | - Christopher J. Gill
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts
| | - William B. MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts
| | - Rachel C. Pieciak
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts
| | - Rotem Lapidot
- Pediatric Infectious Diseases, Boston Medical Center, Boston, Massachusetts
- Pediatrics, Boston University School of Medicine, Boston, Massachusetts
| | - W. Evan Johnson
- From the Division of Infectious Disease, Center for Data Science, Rutgers New Jersey Medical School, Newark, New Jersey
- Bioinformatics Program, Boston University, Boston, Massachusetts
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Tiew WT, Chen YC, Hsiao HL, Chen CL, Chen CJ, Chiu CH. Impact of multiplex polymerase chain reaction syndromic panel on antibiotic use among hospitalized children with respiratory tract illness during COVID-19 pandemic. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2023; 56:688-694. [PMID: 36681556 PMCID: PMC9841733 DOI: 10.1016/j.jmii.2023.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 12/20/2022] [Accepted: 01/09/2023] [Indexed: 01/18/2023]
Abstract
BACKGROUND/PURPOSE Precise detection of respiratory pathogens by molecular method potentially may shorten the time to diagnose and reduce unnecessary antibiotic use. METHODS Medical records of hospitalized children from January 2020 to June 2021 with acute respiratory illness who received a FilmArray RP for respiratory pathogens were reviewed and compared with data from diagnosis-matched patients without receiving the test. RESULTS In total, 283 patients and 150 diagnosis-matched controls were included. Single pathogen was detected in 84.3% (193/229) of the patients. The most common pathogen was human rhinovirus/enterovirus (31.6%, 84/266), followed by respiratory syncytial virus (18.8%, 50/266) and adenovirus (15%, 40/266). Although antimicrobial days of therapy (DOT) was significantly longer in FilmArray group than the control [7.1 ± 4.9 days vs 5.7 ± 2.7 days, P = 0.002], the former showed a higher intensive care unit (ICU) admission rate (3.9% vs 0%; P = 0.010). All ICU admissions were in FilmArray RP-positive group. There was no difference in antimicrobial DOT between FilmArray RP-positive and the negative groups, in all admissions, even after excluding ICU admissions. Antimicrobial DOT was shorter in the positive than negative group in patients with lower respiratory tract infections without admission to ICU [median (IQR): 6 (4-9) days vs 9 (4-12) days, P = 0.047]. CONCLUSIONS Shorter antimicrobial DOTs were identified in children with lower respiratory tract infection admitted to general pediatric ward and with an identifiable respiratory pathogen, indicating a role of the multiplex PCR in reducing antimicrobial use for children with respiratory tract infection.
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Affiliation(s)
- Wah-Tin Tiew
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan; Division of Pediatric Infectious Diseases, Ministry of Health, Putrajaya, Malaysia
| | - Yi-Ching Chen
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hsuan-Ling Hsiao
- Department of Pharmacy, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chyi-Liang Chen
- Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan; Department of Microbiology and Immunology, College of Medicine, School of Medicine, Chang Gung University, Taoyuan, Taiwan.
| | - Chih-Jung Chen
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan; Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan.
| | - Cheng-Hsun Chiu
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan; Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan, Taiwan.
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Wadilo F, Feleke A, Gebre M, Mihret W, Seyoum T, Melaku K, Howe R, Mulu A, Mihret A. Viral etiologies of lower respiratory tract infections in children < 5 years of age in Addis Ababa, Ethiopia: a prospective case-control study. Virol J 2023; 20:163. [PMID: 37481644 PMCID: PMC10363322 DOI: 10.1186/s12985-023-02131-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/15/2023] [Indexed: 07/24/2023] Open
Abstract
BACKGROUND Lower respiratory tract infections (LRTIs) are a major cause of morbidity and mortality in children worldwide and disproportionally affect Sub-Saharan Africa. Despite the heaviest burden of LRIs in Ethiopia, to date, no published studies have reported a comprehensive viral etiology of LRTIs among children in Ethiopia. The objective of this study was to determine and estimate the etiological contribution of respiratory viruses to LRTIs in < 5 years children in Ethiopia. METHODS A prospective case-control study was conducted from September 2019 to May 2022 in two major governmental hospitals, St. Paul Hospital Millennium Medical College and ALERT Hospital in Addis Ababa, Ethiopia. Nasopharyngeal/oropharyngeal samples and socio-demographic and clinical information were collected from children under 5 years. A one-step Multiplex real-time PCR (Allplex™ Respiratory Panel Assays 1-3) was done to detect respiratory viruses. STATA software version 17 was used for the data analysis. We computed the odds ratio (OR), the attributable fraction among exposed (AFE) and the population attributable fraction (PAF) to measure the association of the detected viruses with LRTIs. RESULTS Overall, 210 LRTIs cases and 210 non-LRTI controls were included in the study. The likelihood of detecting one or more viruses from NP/OP was higher among cases than controls (83.8% vs. 50.3%, p = 0.004). The multivariate logistic regression showed a significantly higher detection rate for RSV A (OR: 14.6, 95% CI 4.1-52.3), RSV B (OR: 8.1, 95% CI 2.3-29.1), influenza A virus (OR: 5.8, 95% CI 1.5-22.9), and PIV 1 (OR: 4.3, 95% CI 1.1-16.4), among cases when compared with controls. The overall AFE and PAF for RSV A were (93.2% and 17.3%), RSV B (87.7% and 10.4%) and Influenza A virus (82.8% and 6.3%), respectively. The mean CT values were significantly lower for only RSV B detected in the case groups as compared with the mean CT values of RSV B detected in the control group (p = 0.01). CONCLUSIONS RSV, Influenza A and PIV 1 viruses were significantly associated with LRTIs in < 5 years children in Addis Ababa, Ethiopia. Therefore, we underscore the importance of developing prevention strategies for these viruses in Ethiopia and support the importance of developing and introducing an effective vaccine against these viruses.
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Affiliation(s)
- Fiseha Wadilo
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia.
- Department of Biomedical Sciences, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
- Department of Medical Laboratory Sciences, College of Health Sciences and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia.
| | - Adey Feleke
- Department of Biomedical Sciences, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Meseret Gebre
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Wude Mihret
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Tamrayehu Seyoum
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Kalkidan Melaku
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Rawliegh Howe
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Andargachew Mulu
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
| | - Adane Mihret
- Armauer Hansen Research Institute, Ministry of Health, Addis Ababa, Ethiopia
- Department of Microbiology, Immunology, and Parasitology, School of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Xie G, Hu Q, Cao X, Wu W, Dai P, Guo W, Wang O, Wei L, Ren R, Li Y. Clinical identification and microbiota analysis of Chlamydia psittaci- and Chlamydia abortus- pneumonia by metagenomic next-generation sequencing. Front Cell Infect Microbiol 2023; 13:1157540. [PMID: 37434780 PMCID: PMC10331293 DOI: 10.3389/fcimb.2023.1157540] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/29/2023] [Indexed: 07/13/2023] Open
Abstract
Introduction Recently, the incidence of chlamydial pneumonia caused by rare pathogens such as C. psittaci or C. abortus has shown a significant upward trend. The non-specific clinical manifestations and the limitations of traditional pathogen identification methods determine that chlamydial pneumonia is likely to be poorly diagnosed or even misdiagnosed, and may further result in delayed treatment or unnecessary antibiotic use. mNGS's non-preference and high sensitivity give us the opportunity to obtain more sensitive detection results than traditional methods for rare pathogens such as C. psittaci or C. abortus. Methods In the present study, we investigated both the pathogenic profile characteristics and the lower respiratory tract microbiota of pneumonia patients with different chlamydial infection patterns using mNGS. Results More co-infecting pathogens were found to be detectable in clinical samples from patients infected with C. psittaci compared to C. abortus, suggesting that patients infected with C. psittaci may have a higher risk of mixed infection, which in turn leads to more severe clinical symptoms and a longer disease course cycle. Further, we also used mNGS data to analyze for the first time the characteristic differences in the lower respiratory tract microbiota of patients with and without chlamydial pneumonia, the impact of the pattern of Chlamydia infection on the lower respiratory tract microbiota, and the clinical relevance of these characteristics. Significantly different profiles of lower respiratory tract microbiota and microecological diversity were found among different clinical subgroups, and in particular, mixed infections with C. psittaci and C. abortus resulted in lower lung microbiota diversity, suggesting that chlamydial infections shape the unique lung microbiota pathology, while mixed infections with different Chlamydia may have important effects on the composition and diversity of the lung microbiota. Discussion The present study provides possible evidences supporting the close correlation between chlamydial infection, altered microbial diversity in patients' lungs and clinical parameters associated with infection or inflammation in patients, which also provides a new research direction to better understand the pathogenic mechanisms of pulmonary infections caused by Chlamydia.
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Affiliation(s)
- Gongxun Xie
- Department of Pathology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Qing Hu
- Department of Pathology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Xuefang Cao
- Institute of Innovative Applications, MatriDx Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Wenjie Wu
- Institute of Innovative Applications, MatriDx Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Penghui Dai
- Department of Pathology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Wei Guo
- Department of Pathology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Ouxi Wang
- Institute of Innovative Applications, MatriDx Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Liang Wei
- Institute of Innovative Applications, MatriDx Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Ruotong Ren
- Institute of Innovative Applications, MatriDx Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
- Foshan Branch, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Yanchun Li
- Department of Pathology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
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Claassen-Weitz S, Gardner-Lubbe S, Xia Y, Mwaikono KS, Mounaud SH, Nierman WC, Workman L, Zar HJ, Nicol MP. Succession and determinants of the early life nasopharyngeal microbiota in a South African birth cohort. MICROBIOME 2023; 11:127. [PMID: 37271810 PMCID: PMC10240772 DOI: 10.1186/s40168-023-01563-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 04/30/2023] [Indexed: 06/06/2023]
Abstract
BACKGROUND Bacteria colonizing the nasopharynx play a key role as gatekeepers of respiratory health. Yet, dynamics of early life nasopharyngeal (NP) bacterial profiles remain understudied in low- and middle-income countries (LMICs), where children have a high prevalence of risk factors for lower respiratory tract infection. We investigated longitudinal changes in NP bacterial profiles, and associated exposures, among healthy infants from low-income households in South Africa. METHODS We used short fragment (V4 region) 16S rRNA gene amplicon sequencing to characterize NP bacterial profiles from 103 infants in a South African birth cohort, at monthly intervals from birth through the first 12 months of life and six monthly thereafter until 30 months. RESULTS Corynebacterium and Staphylococcus were dominant colonizers at 1 month of life; however, these were rapidly replaced by Moraxella- or Haemophilus-dominated profiles by 4 months. This succession was almost universal and largely independent of a broad range of exposures. Warm weather (summer), lower gestational age, maternal smoking, no day-care attendance, antibiotic exposure, or low height-for-age z score at 12 months were associated with higher alpha and beta diversity. Summer was also associated with higher relative abundances of Staphylococcus, Streptococcus, Neisseria, or anaerobic gram-negative bacteria, whilst spring and winter were associated with higher relative abundances of Haemophilus or Corynebacterium, respectively. Maternal smoking was associated with higher relative abundances of Porphyromonas. Antibiotic therapy (or isoniazid prophylaxis for tuberculosis) was associated with higher relative abundance of anerobic taxa (Porphyromonas, Fusobacterium, and Prevotella) and with lower relative abundances of health associated-taxa Corynebacterium and Dolosigranulum. HIV-exposure was associated with higher relative abundances of Klebsiella or Veillonella and lower relative abundances of an unclassified genus within the family Lachnospiraceae. CONCLUSIONS In this intensively sampled cohort, there was rapid and predictable replacement of early profiles dominated by health-associated Corynebacterium and Dolosigranulum with those dominated by Moraxella and Haemophilus, independent of exposures. Season and antibiotic exposure were key determinants of NP bacterial profiles. Understudied but highly prevalent exposures prevalent in LMICs, including maternal smoking and HIV-exposure, were associated with NP bacterial profiles. Video Abstract.
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Affiliation(s)
- Shantelle Claassen-Weitz
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Sugnet Gardner-Lubbe
- Department of Statistics and Actuarial Science, Faculty of Economic and Management Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Yao Xia
- Marshall Centre, Division of Infection and Immunity, School of Biomedical Sciences, University of Western Australia, Perth, Australia
- Center for Artificial Intelligence and Machine Learning, School of Science, Edith Cowan University, Joondalup, Australia
| | - Kilaza S. Mwaikono
- Computational Biology Group and H3ABioNet, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
- Department of Science and Laboratory Technology, Dar Es Salaam Institute of Technology, Dar Es Salaam, Tanzania
| | | | | | - Lesley Workman
- Department of Paediatrics and Child Health, Red Cross War Memorial Children’s Hospital, Cape Town, South Africa
- SAMRC Unit on Child & Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Heather J. Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children’s Hospital, Cape Town, South Africa
- SAMRC Unit on Child & Adolescent Health, University of Cape Town, Cape Town, South Africa
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Mark P. Nicol
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Marshall Centre, Division of Infection and Immunity, School of Biomedical Sciences, University of Western Australia, Perth, Australia
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Ross I, Bick S, Ayieko P, Dreibelbis R, Wolf J, Freeman MC, Allen E, Brauer M, Cumming O. Effectiveness of handwashing with soap for preventing acute respiratory infections in low-income and middle-income countries: a systematic review and meta-analysis. Lancet 2023; 401:1681-1690. [PMID: 37121242 DOI: 10.1016/s0140-6736(23)00021-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 11/07/2022] [Accepted: 01/03/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND Acute respiratory infection (ARI) is a leading cause of morbidity and mortality globally, with 83% of ARI mortality occurring in low-income and middle-income countries (LMICs) before the COVID-19 pandemic. We aimed to estimate the effect of interventions promoting handwashing with soap on ARI in LMICs. METHODS In our systematic review and meta-analysis, we searched MEDLINE, Embase, Web of Science, Scopus, Cochrane Library, Global Health, and Global Index Medicus for studies of handwashing with soap interventions in LMICs from inception to May 25, 2021. We included randomised and non-randomised controlled studies of interventions conducted in domestic, school, or childcare settings. Interventions promoting hand hygiene methods other than handwashing with soap were excluded, as were interventions in health-care facilities or the workplace. The primary outcome was ARI morbidity arising from any pathogen for participants of any age. Secondary outcomes were lower respiratory infection, upper respiratory infection, influenza confirmed by diagnostic test, COVID-19 confirmed by diagnostic test, and all-cause mortality. We extracted relative risks (RRs), using random-effects meta-analysis to analyse study results, and metaregression to evaluate heterogeneity. We assessed risk of bias in individual studies using an adapted Newcastle-Ottawa scale, and assessed the overall body of evidence using a Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) approach. The study is registered with PROSPERO, CRD42021231414. FINDINGS 26 studies with 161 659 participants met inclusion criteria, providing 27 comparisons (21 randomised). Interventions promoting handwashing with soap reduced any ARI compared with no handwashing intervention (RR 0·83 [95% CI 0·76-0·90], I2 88%; 27 comparisons). Interventions also reduced lower respiratory infections (0·78 [0·64-0·94], I2 64%; 12 comparisons) and upper respiratory infections (0·74 [0·59-0·93], I2 91%; seven comparisons), but not test-confirmed influenza (0·94 [0·42-2·11], I2 90%; three comparisons), test-confirmed COVID-19 (no comparisons), or all-cause mortality (prevalence ratio 0·95 [95% CI 0·71-1·27]; one comparison). For ARI, no heterogeneity covariates were significant at p<0·1 and the GRADE rating was moderate certainty evidence. INTERPRETATION Interventions promoting handwashing with soap can reduce ARI in LMICs, and could help to prevent the large burden of respiratory disease. FUNDING Bill & Melinda Gates Foundation, Reckitt Global Hygiene Institute, and UK FCDO.
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Affiliation(s)
- Ian Ross
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK.
| | - Sarah Bick
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Philip Ayieko
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Robert Dreibelbis
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Jennyfer Wolf
- Department of Environmental, Climate Change and Health, World Health Organization, Geneva, Switzerland
| | - Matthew C Freeman
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Elizabeth Allen
- Department of Medical Statistics, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Michael Brauer
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA; School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Oliver Cumming
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
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Fakunle AG, Jafta N, Bossers A, Wouters IM, Kersen WV, Naidoo RN, Smit LAM. Childhood lower respiratory tract infections linked to residential airborne bacterial and fungal microbiota. ENVIRONMENTAL RESEARCH 2023; 231:116063. [PMID: 37156352 DOI: 10.1016/j.envres.2023.116063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/19/2023] [Accepted: 05/04/2023] [Indexed: 05/10/2023]
Abstract
Residential microbial composition likely contributes to the development of lower respiratory tract infections (LRTI) among children, but the association is poorly understood. We aimed to study the relationship between the indoor airborne dust bacterial and fungal microbiota and childhood LRTI in Ibadan, Nigeria. Ninety-eight children under the age of five years hospitalized with LRTI were recruited and matched by age (±3 months), sex, and geographical location to 99 community-based controls without LRTI. Participants' homes were visited and sampled over a 14-day period for airborne house dust using electrostatic dustfall collectors (EDC). In airborne dust samples, the composition of bacterial and fungal communities was characterized by a meta-barcoding approach using amplicons targeting simultaneously the bacterial 16S rRNA gene and the internal-transcribed-spacer (ITS) region-1 of fungi in association with the SILVA and UNITE database respectively. A 100-unit change in house dust bacterial, but not fungal, richness (OR 1.06; 95%CI 1.03-1.10) and a 1-unit change in Shannon diversity (OR 1.92; 95%CI 1.28-3.01) were both independently associated with childhood LRTI after adjusting for other indoor environmental risk factors. Beta-diversity analysis showed that bacterial (PERMANOVA p < 0.001, R2 = 0.036) and fungal (PERMANOVA p < 0.001, R2 = 0.028) community composition differed significantly between homes of cases and controls. Pair-wise differential abundance analysis using both DESEq2 and MaAsLin2 consistently identified the bacterial phyla Deinococcota (Benjamini-Hochberg (BH) adjusted p-value <0.001) and Bacteriodota (BH-adjusted p-value = 0.004) to be negatively associated with LRTI. Within the fungal microbiota, phylum Ascomycota abundance (BH adjusted p-value <0.001) was observed to be directly associated with LRTI, while Basidiomycota abundance (BH adjusted p-value <0.001) was negatively associated with LRTI. Our study suggests that early-life exposure to certain airborne bacterial and fungal communities is associated with LRTI among children under the age of five years.
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Affiliation(s)
- Adekunle G Fakunle
- Discipline of Occupational and Environmental Health, University of KwaZulu-Natal, 321 George Campbell Building Howard College Campus, Durban, 4041, South Africa; Department of Public Health, Osun State University, Osogbo, Nigeria.
| | - Nkosana Jafta
- Discipline of Occupational and Environmental Health, University of KwaZulu-Natal, 321 George Campbell Building Howard College Campus, Durban, 4041, South Africa
| | - Alex Bossers
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Netherlands
| | - Inge M Wouters
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Netherlands
| | - Warner van Kersen
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Netherlands
| | - Rajen N Naidoo
- Discipline of Occupational and Environmental Health, University of KwaZulu-Natal, 321 George Campbell Building Howard College Campus, Durban, 4041, South Africa
| | - Lidwien A M Smit
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Netherlands
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47
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Mattila S, Sarlin S, Heikkilä R, Leinonen E, Nurmi V, Riikonen J, Paalanne N, Honkila M, Huhtamäki H, Pokka T, Koskela U, Renko M, Tapiainen T. Nasopharyngeal detection of atypical bacteria by multiplex polymerase chain reaction panel in acutely ill children was associated with an increased risk of pneumonia. Acta Paediatr 2023; 112:830-836. [PMID: 36644932 DOI: 10.1111/apa.16672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/10/2023] [Accepted: 01/13/2023] [Indexed: 01/17/2023]
Abstract
AIM We aimed to assess whether detection of respiratory bacteria by multiplex polymerase chain reaction (PCR) testing associates with clinical outcomes in acutely ill children. METHODS This cross-sectional study enrolled children under the age of 18 with a suspected respiratory infection treated in a paediatric emergency department of Oulu University Hospital, Finland from January 2015 through December 2015. Nasopharyngeal samples were routinely analysed for 16 respiratory viruses and later, after storage, analysed with a multiplex PCR panel for seven respiratory bacteria. RESULTS At least one bacterial pathogen was detected in 600 out of the 1195 children (50%). The mean age was 3.3 (SD 3.7) years and 54% were boys. Atypical bacteria were associated with a risk of pneumonia (adjusted odds ratio [aOR] 14.1, 95% CI 3.98-50.1). Co-detection of rhinovirus with Streptococcus pneumoniae was not associated with risk of pneumonia (aOR 2.39, 95% CI 0.78-7.30). Detection of Streptococcus pneumoniae, Haemophilus influenzae or both was not associated with the risk of hospital admission or prescription of antibiotics. CONCLUSION Nasopharyngeal detection of atypical bacteria in acutely ill children was associated with a markedly increased risk of pneumonia. The clinical utility of wide testing for other respiratory bacteria needs further evaluation.
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Affiliation(s)
- Suvi Mattila
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Suvi Sarlin
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Reetta Heikkilä
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland
| | - Emilia Leinonen
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland
| | - Violetta Nurmi
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland
| | - Jonni Riikonen
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland
| | - Niko Paalanne
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Minna Honkila
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Heikki Huhtamäki
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Tytti Pokka
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Ulla Koskela
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Marjo Renko
- Department of Pediatrics and Adolescent Medicine, Kuopio University Hospital, Kuopio, Finland.,University of Eastern Finland, Kuopio, Finland
| | - Terhi Tapiainen
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, Oulu, Finland.,Research Unit of Clinical Medicine and Medical Research Center Oulu, University of Oulu, Oulu, Finland.,Biocenter Oulu, University of Oulu, Oulu, Finland
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48
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Hayotte A, Mariani-Kurkdjian P, Boizeau P, Dauger S, Riaud C, Lacarra B, Bourmaud A, Levy M. Viral Identification Using Multiplex Polymerase Chain Reaction Testing Does Not Reduce Antibiotic Prescribing in Paediatric Intensive Care Units. Microorganisms 2023; 11:microorganisms11040884. [PMID: 37110306 PMCID: PMC10143589 DOI: 10.3390/microorganisms11040884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/07/2023] [Accepted: 03/28/2023] [Indexed: 03/31/2023] Open
Abstract
PCR tests for viral identification, performed on nasopharyngeal secretions, have experienced a major boom in the last few years. Their use is very frequent, but their indications are still not well defined, especially in Paediatric Intensive Care Units (PICU). These tests are used for the microbiological diagnosis of lower respiratory infections but can be used in other situations. The aim of the study was to investigate the effect of viral identification on antibiotic therapy management. We conducted a single-centre retrospective study from 1 October 2017 to 31 December 2019. This study included all consecutive FilmArray® Respiratory Panel tests performed in patients hospitalised in a PICU. Patients were identified using the microbiology laboratory prospective database and data were extracted from the medical record. 544 tests corresponding to 408 patients were included. The main reasons for testing were pneumonia (34%) and bronchiolitis (24%). In 70% of cases, at least one virus was identified, with Human Rhinovirus (56%) and Respiratory Syncytial Virus (28%) being the two predominant. Bacterial co-infection was present in 25% of cases. Viral identification was not associated with reduced antibiotic therapy. On multivariate analysis, antibiotic management was significantly associated with clinical gravity, CRP value or radiology findings regardless of virus identification. Viral identification has an epidemiological value, but antibiotic prescription relies on other factors.
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49
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Li J, Jing Q, Li J, Hua M, Di L, Song C, Huang Y, Wang J, Chen C, Wu AR. Assessment of microbiota in the gut and upper respiratory tract associated with SARS-CoV-2 infection. MICROBIOME 2023; 11:38. [PMID: 36869345 PMCID: PMC9982190 DOI: 10.1186/s40168-022-01447-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 12/09/2022] [Indexed: 06/10/2023]
Abstract
BACKGROUND The human microbiome plays an important role in modulating the host metabolism and immune system. Connections and interactions have been found between the microbiome of the gut and oral pharynx in the context of SARS-CoV-2 and other viral infections; hence, to broaden our understanding of host-viral responses in general and to deepen our knowledge of COVID-19, we performed a large-scale, systematic evaluation of the effect of SARS-CoV-2 infection on human microbiota in patients with varying disease severity. RESULTS We processed 521 samples from 203 COVID-19 patients with varying disease severity and 94 samples from 31 healthy donors, consisting of 213 pharyngeal swabs, 250 sputa, and 152 fecal samples, and obtained meta-transcriptomes as well as SARS-CoV-2 sequences from each sample. Detailed assessment of these samples revealed altered microbial composition and function in the upper respiratory tract (URT) and gut of COVID-19 patients, and these changes are significantly associated with disease severity. Moreover, URT and gut microbiota show different patterns of alteration, where gut microbiome seems to be more variable and in direct correlation with viral load; and microbial community in the upper respiratory tract renders a high risk of antibiotic resistance. Longitudinally, the microbial composition remains relatively stable during the study period. CONCLUSIONS Our study has revealed different trends and the relative sensitivity of microbiome in different body sites to SARS-CoV-2 infection. Furthermore, while the use of antibiotics is often essential for the prevention and treatment of secondary infections, our results indicate a need to evaluate potential antibiotic resistance in the management of COVID-19 patients in the ongoing pandemic. Moreover, a longitudinal follow-up to monitor the restoration of the microbiome could enhance our understanding of the long-term effects of COVID-19. Video Abstract.
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Affiliation(s)
- Jiarui Li
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Qiuyu Jing
- Division of Life Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China
| | - Jie Li
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Mingxi Hua
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Lin Di
- School of Life Sciences, Peking University, Beijing, 100871, China
- Biomedical Pioneering Innovation Center (BIOPIC), Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
| | - Chuan Song
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Yanyi Huang
- Biomedical Pioneering Innovation Center (BIOPIC), Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
- College of Chemistry and Molecular Engineering, Beijing, 100871, China
- Institute for Cell Analysis, Shenzhen Bay Laboratory, Guangdong, 518132, China
| | - Jianbin Wang
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Chen Chen
- Biomedical Innovation Center, Beijing Shijitan Hospital, Capital Medical University, 100038, Beijing, China.
| | - Angela Ruohao Wu
- Division of Life Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
- Hong Kong Branch of Guangdong Southern Marine Science and Engineering Laboratory (Guangzhou), The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
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50
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The Contribution of Viruses and Bacteria to Childhood Community-acquired Pneumonia: 11-Year Observational Study From Norway. Pediatr Infect Dis J 2023; 42:456-460. [PMID: 36795570 DOI: 10.1097/inf.0000000000003867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
BACKGROUND Viruses are associated with pediatric community-acquired pneumonia (CAP) but are also common in the upper airways of healthy children. We have determined the contribution of respiratory viruses and bacteria by comparing children with CAP and hospital controls. METHODS Children less than 16 years old with radiologically confirmed CAP (n = 715) were enrolled over an 11-year period. Children admitted for elective surgery during the same period served as controls (n = 673). Nasopharyngeal aspirates were tested for 20 respiratory pathogens by semiquantitative polymerase chain reaction tests and cultivated for bacteria and viruses. We used logistic regression to calculate adjusted odds ratios [aOR; 95% confidence intervals (CIs)], and estimated population-attributable fractions (95% CI). RESULTS At least 1 virus was detected in 85% of cases and 76% of controls, and greater than or equal to 1 bacterium was detected in 70% of cases and controls. The presence of respiratory syncytial virus (RSV) (aOR, 16.6; 95% CI: 9.81-28.2), human metapneumovirus (HMPV) (13.0; 6.17-27.5) and Mycoplasma pneumonia e (27.7; 8.37-91.6) were most strongly associated with CAP. For RSV and HMPV, there were significant trends between lower cycle-threshold values indicating higher viral genomic loads, and higher aORs for CAP. The population-attributable fraction estimates of RSV, HMPV, human parainfluenza virus, influenza virus and M. pneumoniae were 33.3% (32.2-34.5), 11.2% (10.5-11.9), 3.7% (1.0-6.3), 2.3% (1.0-3.6) and 4.2% (4.1-4.4), respectively. CONCLUSIONS RSV, HMPV and M. pneumoniae were most strongly related to pediatric CAP and accounted for half of all cases. There were positive trends between increasing viral genomic loads of RSV and HMPV, and higher odds for CAP.
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