Department of Applied Mathematics, Xi'an Jiaotong University, Xi'an 710049, PR China.
J Theor Biol. 2012 Jan 21;293:161-73. doi: 10.1016/j.jtbi.2011.10.009. Epub 2011 Oct 19.
Deterministic and stochastic mathematical models were formulated to investigate the roles that environmental contamination and the presence of volunteers played in the dynamics of hospital infections in China. Semi-stochastic simulation was used to estimate some of the parameters by fitting the observed data and investigating the impacts of interventions such as cleaning, hand hygiene and isolation of admitted MRSA (Methicillin-resistant Staphylococcus aureus) patients on mean prevalence of infection. The basic reproduction number was estimated to be 0.9753. Numerical simulations show that environmental contamination is a threat to hospital infection and free-living bacteria in the environment can promote transmission and initiate infection even if an infection has died out among HCWs (health-care workers) and patients. Sensitivity analysis indicates that a contaminated environment and volunteers contribute substantially to MRSA transmission in hospital infections, and hence effective control measures should be targeted. Hand hygiene of volunteers and cleaning are more effective in reducing the mean prevalence of colonized patients than isolation of newly admitted MRSA-positive patients and hand hygiene of HCWs. Hence volunteers, a cadre of semi-professional nurses, are beneficial to both disease control and supplementary treatment of HCWs if they are well trained. However, isolation of newly admitted MRSA-positive patients could be influential and dominant in reducing the prevalence of infection when the environment within a ward is sufficiently clean.
建立了确定性和随机性数学模型,以研究环境污染和志愿者的存在在中国医院感染动力学中的作用。采用半随机模拟通过拟合观测数据并研究清洁、手卫生和隔离新入院耐甲氧西林金黄色葡萄球菌(MRSA)患者等干预措施对感染平均流行率的影响来估计部分参数。基本再生数估计为 0.9753。数值模拟表明,环境污染对医院感染构成威胁,环境中的游离细菌即使在医护人员和患者中的感染已经消失的情况下,也可以促进传播并引发感染。敏感性分析表明,污染的环境和志愿者对医院感染中 MRSA 的传播有很大的贡献,因此应采取有效的控制措施。志愿者的手卫生和清洁比新入院的 MRSA 阳性患者的隔离和医护人员的手卫生更有效地降低定植患者的平均流行率。因此,如果志愿者(一支半专业护士队伍)经过良好培训,他们对疾病控制和医护人员的补充治疗都是有益的。然而,当病房内环境足够清洁时,新入院的 MRSA 阳性患者的隔离对降低感染流行率可能具有影响力和主导作用。