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Inducing Meningococcal Meningitis Serogroup C in Mice via Intracisternal Delivery
Published on: November 5, 2019
Diversity in pathogenicity can cause outbreaks of meningococcal disease
Nico Stollenwerk1, Martin C J Maiden, Vincent A A Jansen
1School of Biological Sciences, Royal Holloway-University of London, Egham, Surrey TW20 0EX, United Kingdom.
Abstract:
Neisseria meningitidis, the meningococcus, is a major cause of bacterial meningitis and septicemia worldwide. Infection in most cases leads to asymptomatic carriage and only rarely to disease. Meningococcal disease often occurs in outbreaks, which are both sporadic and highly unpredictable. The occurrence of disease outbreaks in a host population in which the etiological agent is widely carried is not well understood. A potential explanation lies in the fact that meningococci are diverse with respect to disease-causing potential. We formulated a stochastic mathematical model to investigate whether diversity of the bacterial population is related to outbreaks of meningococcal disease. In the model, strains that occasionally cause the disease appear repeatedly in a population dominated by a nonpathogenic strain. When the pathogenicity, i.e., the disease-causing potential, of the pathogenic lineage was low, the model shows distinct outbreaks, the size distribution of the outbreaks follows a power law, and the ratio of the variance to the mean number of cases is high. Analysis of notification data of meningococcal disease showed that the ratio of the variance to the mean was significantly higher for meningococcal diseases than for other bacterial invasive diseases. This result lends support to the hypothesis that outbreaks of meningococcal disease are caused by diversity in the pathogenicity of meningococcal strains.
Insights
Bacterial meningitis outbreaks may be driven by diversity within Neisseria meningitidis strains. Mathematical modeling and disease data suggest varying pathogenicity explains unpredictable outbreaks of this serious infection.
Area of Science:
- Epidemiology
- Mathematical Biology
- Microbiology
Background:
- Neisseria meningitidis causes meningitis and septicemia globally.
- Meningococcal disease outbreaks are unpredictable, despite widespread asymptomatic carriage.
- The reasons for outbreak occurrence in carrier populations remain unclear.
Purpose of the Study:
- To investigate the relationship between bacterial population diversity and meningococcal disease outbreaks.
- To model how varying pathogenicity of bacterial strains influences disease epidemiology.
Main Methods:
- A stochastic mathematical model was developed to simulate Neisseria meningitidis dynamics.
- The model incorporated strains with differing disease-causing potentials.
- Notification data for meningococcal disease was analyzed and compared to other bacterial infections.
Main Results:
- The model demonstrated distinct outbreaks when pathogenic strain potential was low, with a power-law size distribution.
- A high variance-to-mean ratio was observed in simulated and real meningococcal disease data.
- This ratio was significantly higher for meningococcal disease compared to other bacterial invasive diseases.
Conclusions:
- Bacterial strain diversity, specifically in pathogenicity, is a plausible driver of meningococcal disease outbreaks.
- Mathematical modeling provides insights into the epidemiological patterns of infectious diseases.
- Further research into strain variation is crucial for understanding and predicting Neisseria meningitidis outbreaks.
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