Stollenwerk Nico, Maiden Martin C J, Jansen Vincent A A
School of Biological Sciences, Royal Holloway-University of London, Egham, Surrey TW20 0EX, United Kingdom.
Proc Natl Acad Sci U S A. 2004 Jul 6;101(27):10229-34. doi: 10.1073/pnas.0400695101. Epub 2004 Jun 24.
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.
脑膜炎奈瑟菌,即脑膜炎球菌,是全球细菌性脑膜炎和败血症的主要病因。在大多数情况下,感染会导致无症状携带,只有极少数情况下会引发疾病。脑膜炎球菌病常以暴发形式出现,既呈散发性又高度不可预测。在病原体广泛传播的宿主群体中疾病暴发的发生情况尚未得到很好的理解。一种可能的解释是,脑膜炎球菌在致病潜力方面存在差异。我们构建了一个随机数学模型来研究细菌群体的多样性是否与脑膜炎球菌病的暴发有关。在该模型中,偶尔引发疾病的菌株会在以非致病菌株为主的群体中反复出现。当致病谱系的致病性,即致病潜力较低时,模型显示出明显的暴发,暴发的规模分布遵循幂律,病例数的方差与平均数之比很高。对脑膜炎球菌病通报数据的分析表明,脑膜炎球菌病的方差与平均数之比显著高于其他细菌性侵袭性疾病。这一结果支持了脑膜炎球菌病暴发是由脑膜炎球菌菌株致病性差异所致的假说。