National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai 200025, China.
Parasit Vectors. 2013 May 16;6:141. doi: 10.1186/1756-3305-6-141.
Schistosomiasis japonica, caused by infection with Schistosoma japonicum, is still recognized as a major public health problem in the Peoples' Republic of China. Mathematical modelling of schistosomiasis transmission has been undertaken in order to assess and project the effects of various control strategies for elimination of the disease. Seasonal fluctuations in transmission may have the potential to impact on the population dynamics of schistosomiasis, yet no model of S. japonicum has considered such effects. In this paper, we characterize the transmission dynamics of S. japonicum using a modified version of Barbour's model to account for seasonal variation (SV), and investigate the effectiveness of the control strategy adopted in Liaonan village of Xingzi county, Jiangxi Province.
We use mathematical tools for stability analysis of periodic systems and derive expressions for the basic reproduction ratio of S. japonicum in humans; we parameterise such expressions with surveillance data to investigate the conditions for persistence or elimination of the disease in the study village. We perform numerical simulations and parametric sensitivity analysis to understand local transmission conditions and compare values of the basic reproductive ratio with and without seasonal fluctuations.
The explicit formula of the basic reproduction ratio for the SV-modified Barbour's model is derived. Results show that the value of the basic reproduction ratio, R0, of Liaonan village, Xingzi county is located between 1.064 and 1.066 (very close to 1), for schistosomiasis transmission during 2006 to 2010, after intensification of control efforts.
Our modified version of the Barbour model to account for seasonal fluctuations in transmission has the potential to provide better estimations of infection risk than previous models. Ignoring seasonality tends to underestimate R0 values albeit only marginally. In the absence of simultaneous R0 estimations for villages not under control interventions (such villages do not currently exist in China), it is difficult to assess whether control strategies have had a substantial impact on levels of transmission, as the parasite population would still be able to maintain itself at an endemic level, highlighting the difficulties faced by elimination efforts.
由日本血吸虫感染引起的日本血吸虫病在中国仍然被认为是一个主要的公共卫生问题。为了评估和预测各种消除该疾病的控制策略的效果,对血吸虫病传播进行了数学建模。传播的季节性波动可能对血吸虫病的种群动态产生影响,但没有一个日本血吸虫模型考虑到这种影响。在本文中,我们使用改进的巴伯模型来描述日本血吸虫的传播动态,以考虑季节性变化(SV),并调查江西省星子县辽南村采用的控制策略的效果。
我们使用周期系统稳定性分析的数学工具,推导出人类日本血吸虫基本繁殖率的表达式;我们用监测数据对这些表达式进行参数化,以调查疾病在研究村庄中持续存在或消除的条件。我们进行数值模拟和参数敏感性分析,以了解当地的传播条件,并比较有和没有季节性波动时的基本繁殖率的值。
推导出了 SV 修正的巴伯模型的基本繁殖率的显式公式。结果表明,在 2006 年至 2010 年强化控制措施后,星子县辽南村的基本繁殖率,R0,位于 1.064 到 1.066 之间(非常接近 1),适合血吸虫病传播。
我们修正的巴伯模型版本来考虑传播的季节性波动,有可能比以前的模型提供更好的感染风险估计。尽管只是略有低估,但忽略季节性往往会低估 R0 值。在没有同时对不受控制干预的村庄(目前在中国不存在这样的村庄)进行 R0 估计的情况下,很难评估控制策略对传播水平的影响,因为寄生虫种群仍能够维持在地方病水平,这突出了消除努力所面临的困难。