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Modeling the spread of community-associated MRSA

机译:建模与社区相关的MRSA的传播

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Community-associated methicillin-resistant Staphylococcus aureus (CA-MRSA) are strains of the bacterium S. aureus that are responsible for skin and soft tissue, blood, bone, and other infections that can be life threatening. CA-MRSA strains are resistant to standard antibiotics related to penicillins and have a high prevalence in the general community, as well as in healthcare facilities. CA-MRSA presents novel challenges for computational epidemiological modeling compared to other commonly modeled diseases. CA-MRSA challenges include modeling activities and contact processes of individuals in which direct skin contact can be an important infection pathway, estimating disease transmission parameters based on limited data, and representing behavioral responses of individuals to the disease and healthcare interventions. We are developing a fine-grained agent-based model of CA-MRSA for the Chicago metropolitan area. This paper describes how we are modeling CA-MRSA disease processes based on variants of standard epidemiological models and individual agent-based approaches.
机译:与社区相关的耐甲氧西林的金黄色葡萄球菌(CA-MRSA)是金黄色葡萄球菌的菌株,负责皮肤和软组织,血液,骨骼以及其他可能威胁生命的感染。 CA-MRSA菌株对与青霉素有关的标准抗生素具有抗性,并且在普通社区和医疗机构中具有很高的患病率。与其他常见的建模疾病相比,CA-MRSA在计算流行病学建模方面提出了新的挑战。 CA-MRSA面临的挑战包括对个体的活动和接触过程进行建模,在这种情况下,直接的皮肤接触可能是重要的感染途径;根据有限的数据估算疾病的传播参数;代表个体对疾病的行为反应和医疗保健干预措施。我们正在为芝加哥都会区开发基于细化代理的CA-MRSA模型。本文介绍了我们如何基于标准流行病学模型的变体和基于个体因素的方法对CA-MRSA疾病过程进行建模。

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