Melegaro A, Gay N J, Medley G F
Modelling and Economics Unit, Communicable Disease Surveillance Centre, Health Protection Agency, 61 Colindale Avenue, London NW9 5EQ, UK.
Epidemiol Infect. 2004 Jun;132(3):433-41. doi: 10.1017/s0950268804001980.
This paper analyses Streptococcus pneumoniae transmission dynamics in households using longitudinal data on pneumococcal (Pnc) carriage in the United Kingdom. Ten consecutive swabs were taken at 4-week intervals from all members of 121 households. The family status is derived from the observed Pnc carriage status of each family member. Transition matrices are built for each family size and composition containing the observed frequency of transitions between family statuses over a 28-day interval. A density-dependent transmission model is fitted to derive maximum-likelihood estimates of the duration of carriage and acquisition rates from the community and from infected individuals within the household. Parameter values are estimated for children (< 5 years) and adults (5+ years). The duration of carriage is longer in children < 5 years of age than in older family members (51 vs. 19 days). Children are 3-4 times more likely than adults to acquire Pnc infection from the community. Transmission rates within the household suggest that adults are more infectious but less susceptible than children. Transmission within the household is most important in large families. The proportion of household-acquired infection ranges from 29 to 46% in households of three persons to 38-50% in larger households. Evidence of density-dependent within-household transmission is found, although the strength of this relationship is not clear from the model estimates.
本文利用英国肺炎球菌(Pnc)携带情况的纵向数据,分析了家庭中肺炎链球菌的传播动态。对121个家庭的所有成员每隔4周连续采集10次拭子样本。家庭状态由每个家庭成员观察到的Pnc携带状态得出。针对每个家庭规模和组成构建转移矩阵,其中包含在28天间隔内观察到的家庭状态之间的转移频率。拟合一个密度依赖性传播模型,以从社区以及家庭内受感染个体中得出携带持续时间和感染率的最大似然估计值。对儿童(<5岁)和成人(5岁及以上)的参数值进行估计。5岁以下儿童的携带持续时间比年长家庭成员更长(51天对19天)。儿童从社区感染Pnc的可能性是成人的3至4倍。家庭内的传播率表明,成人传染性更强,但易感性低于儿童。在大家庭中,家庭内传播最为重要。在三人家庭中,家庭获得性感染的比例为29%至46%,在更大的家庭中为38%至50%。发现了家庭内密度依赖性传播的证据,尽管从模型估计中尚不清楚这种关系的强度。