Abstract

Otitis media (OM) is a common polymicrobial infection of the middle ear in children under the age of 15 years. A widely used experimental strategy to analyse roles of specific phenotypes of bacterial pathogens of OM is to study changes in co-infection kinetics of bacterial populations in animal models when a wild-type bacterial strain is replaced by a specific isogenic mutant strain in the co-inoculating mixtures. As relationships between the OM bacterial pathogens within the host are regulated by many interlinked processes, connecting the changes in the co-infection kinetics to a bacterial phenotype can be challenging. We investigated middle ear co-infections in adult chinchillas (Chinchilla lanigera) by two major OM pathogens: non-typeable Haemophilus influenzae (NTHi) and Moraxella catarrhalis (Mcat), as well as isogenic mutant strains in each bacterial species. We analysed the infection kinetic data using Lotka–Volterra population dynamics, maximum entropy inference and Akaike information criteria-(AIC)-based model selection. We found that changes in relationships between the bacterial pathogens that were not anticipated in the design of the co-infection experiments involving mutant strains are common and were strong regulators of the co-infecting bacterial populations. The framework developed here allows for a systematic analysis of host–host variations of bacterial populations and small sizes of animal cohorts in co-infection experiments to quantify the role of specific mutant strains in changing the infection kinetics. Our combined approach can be used to analyse the functional footprint of mutant strains in regulating co-infection kinetics in models of experimental OM and other polymicrobial diseases.

Highlights

  • Otitis media (OM) is a common polymicrobial bacterial infection of the middle ear in children which is caused by three major bacterial pathogens: non-typeable Haemophilus influenzae (NTHi), Moraxella catarrhalis (Mcat) and Streptococcus pneumoniae (Sp) [1]

  • We address the above challenge by developing a framework that provides an answer to the following question: How is it possible to assess if unanticipated changes in the relationships induced by introducing mutant strains of OM pathogens in co-infection experiments are strong or weak regulators of the bacterial populations in the experiments? We define loss or gain of phenotype(s) in a specific mutant strain as a weak regulator when the interactions between bacterial species in co-infection experiments with the mutant strain are modified according to changes in the phenotype(s) as hypothesized for the mutant strain

  • We developed a two species Lotka– Volterra (LV) model to describe co-infection kinetics of populations of NTHi and Mcat strains within an individual chinchilla host

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Summary

Introduction

Otitis media (OM) is a common polymicrobial bacterial infection of the middle ear in children which is caused by three major bacterial pathogens: non-typeable Haemophilus influenzae (NTHi), Moraxella catarrhalis (Mcat) and Streptococcus pneumoniae (Sp) [1]. The relationships among these OM pathogens are both direct and indirect in nature. Quorum signals (autoinducer-2 or AI-2) secreted by NTHi help Mcat to form a biofilm and survive in the hostile middle ear environment [2] This interaction represents a direct relationship (or an active interaction [3,4]) between NTHi and Mcat. Mechanistic understanding of how these interactions affect pathogenesis of polymicrobial diseases including OM has been a major research goal for developing vaccine candidates and other therapeutic strategies [8,9]

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