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Updated: Dec 29, 2025

Experimental Human Pneumococcal Carriage
Published on: February 15, 2013
Phase variation in pneumococcal populations during carriage in the human nasopharynx
M De Ste Croix1, E Mitsi2, A Morozov3,4
1Department of Genetics and Genome Biology, University of Leicester, University Rd, Leicester, LE1 7RH, United Kingdom.
Insights
Streptococcus pneumoniae colonisation is influenced by phase variation in the SpnIII restriction-modification system. Mathematical modeling revealed non-random allele expression patterns in the human nasopharynx, impacting bacterial invasiveness.
Area of Science:
- Microbiology
- Genetics
- Mathematical Biology
Background:
- Streptococcus pneumoniae causes pneumonia, septicaemia, and meningitis.
- Asymptomatic nasopharyngeal colonization precedes invasive disease, but the transition mechanism is unclear.
- A phase-variable Type I restriction-modification system (SpnIII) affects capsule expression and colonization.
Purpose of the Study:
- To investigate the role of SpnIII phase variation in Streptococcus pneumoniae colonization.
- To develop a mathematical model predicting SpnIII phase variation dynamics.
- To analyze SpnIII allele patterns in human nasopharyngeal samples.
Main Methods:
- Development of a Markov chain model for phase variation prediction.
- Analysis of Streptococcus pneumoniae samples from the Experimental Human Pneumococcal Carriage (EHPC) project.
- Mathematical modeling to compare observed allele patterns with stochastic predictions.
Main Results:
- The SpnIII restriction-modification system influences Streptococcus pneumoniae colonization.
- Observed SpnIII allele expression patterns in human nasopharyngeal carriage deviate significantly from random stochastic switching.
- Mathematical modeling highlights non-random dynamics in SpnIII allele frequencies.
Conclusions:
- Phase variation of the SpnIII system is a key factor in pneumococcal colonization dynamics.
- Non-stochastic mechanisms likely regulate SpnIII allele expression during human carriage.
- Alternative methylation patterns are crucial for understanding pneumococcal colonization and pathogenesis.
Abstract:
Streptococcus pneumoniae is one of the world's leading bacterial pathogens, responsible for pneumonia, septicaemia and meningitis. Asymptomatic colonisation of the nasopharynx is considered to be a prerequisite for these severe infections, however little is understood about the biological changes that permit the pneumococcus to switch from asymptomatic coloniser to invasive pathogen. A phase variable type I restriction-modification (R-M) system (SpnIII) has been linked to a change in capsule expression and to the ability to successfully colonise the murine nasopharynx. Using our laboratory data, we have developed a Markov change model that allows prediction of the expected level of phase variation within a population, and as a result measures when populations deviate from those expected at random. Using this model, we have analysed samples from the Experimental Human Pneumococcal Carriage (EHPC) project. Here we show, through mathematical modelling, that the patterns of dominant SpnIII alleles expressed in the human nasopharynx are significantly different than those predicted by stochastic switching alone. Our inter-disciplinary work demonstrates that the expression of alternative methylation patterns should be an important consideration in studies of pneumococcal colonisation.
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