Modelling the co-occurrence of Streptococcus pneumoniae with other bacterial and viral pathogens in the upper respiratory tract
Peter Jacoby1, Kelly Watson, Jacinta Bowman
1Telethon Institute for Child Health Research, Centre for Child Health Research, The University of Western Australia, WA, Australia. peterj@ichr.uwa.edu.au
Insights
Otitis media (OM) disproportionately affects Aboriginal children. Rhinovirus and adenovirus infections are linked to increased bacterial carriage, suggesting viral vaccines could reduce OM burden.
Area of Science:
- Microbiology
- Pediatrics
- Epidemiology
Background:
- Otitis media (OM) is a significant health issue in children, especially Australian Aboriginal children.
- Key pathogens associated with OM include Streptococcus pneumoniae, Moraxella catarrhalis, Haemophilus influenzae, and viruses like rhinovirus and adenovirus.
Purpose of the Study:
- To investigate nasopharyngeal microbial interactions in Aboriginal and non-Aboriginal children in Western Australia.
- To identify correlations between pathogens at both host and microbe levels using a multivariate random effects model.
Main Methods:
- Analysis of 435 nasopharyngeal samples from 79 Aboriginal children and 570 samples from 88 non-Aboriginal children.
- Application of a multivariate random effects model for longitudinal data analysis to identify pathogen correlations.
Main Results:
- Rhinovirus infection showed a positive correlation with the carriage of S. pneumoniae, H. influenzae, and M. catarrhalis.
- Adenovirus was positively associated with M. catarrhalis carriage.
- Generally, positive associations were observed between bacterial pathogens at both host and microbe levels.
Conclusions:
- Positive viral-bacterial associations at the microbe level support the hypothesis that viral infections can increase susceptibility to bacterial carriage.
- Viral vaccination strategies may play a role in mitigating the burden of bacterial otitis media.
Abstract:
Otitis media (OM) is a major burden for all children, particularly for Australian Aboriginal children. Streptococcus pneumoniae, Moraxella catarrhalis, Haemophilus influenzae and viruses (including rhinovirus and adenovirus) are associated with OM. We investigated nasopharyngeal microbial interactions in 435 samples collected from 79 Aboriginal and 570 samples from 88 non-Aboriginal children in Western Australia. We describe a multivariate random effects model appropriate for analysis of longitudinal data, which enables the identification of two independent levels of correlation between pairs of pathogens. At the microbe level, rhinovirus infection was positively correlated with carriage of S. pneumoniae, H. influenzae and M. catarrhalis, and adenovirus with M. catarrhalis. Generally, there were positive associations between bacterial pathogens at both the host and microbe level. Positive viral-bacterial associations at the microbe level support previous findings indicating that viral infection can predispose an individual to bacterial carriage. Viral vaccines may assist in reducing the burden of bacterial disease.
More Related Videos
11:32Following in Real Time the Impact of Pneumococcal Virulence Factors in an Acute Mouse Pneumonia Model Using Bioluminescent Bacteria
Published on: February 23, 2014
09:12Characterization of Inflammatory Responses During Intranasal Colonization with Streptococcus pneumoniae
Published on: January 17, 2014
Related Concept Videos
Pneumonia I: Introduction
Pneumonia I: Introduction
Risk Factors
Various factors influence the likelihood of developing pneumonia. Age plays a crucial role, with infants, children under two, and individuals over 65 at increased risk due to their...
Microbiota of the Respiratory Tract
Pneumonia II: Pathophysiology
Atypical Pneumonia
Respiratory Syncytial Virus Disease
