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Reducing disease burden in an influenza pandemic by targeted delivery of neuraminidase inhibitors: mathematical models in the Australian context

机译:通过有针对性的递送神经氨酸酶抑制剂减少流感大流行的疾病负担:澳大利亚背景下的数学模型

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Background Many nations maintain stockpiles of neuraminidase inhibitor (NAI) antiviral agents for use in influenza pandemics to reduce transmission and mitigate the course of clinical infection. Pandemic preparedness plans include the use of these stockpiles to deliver proportionate responses, informed by emerging evidence of clinical impact. Recent uncertainty about the effectiveness of NAIs has prompted these nations to reconsider the role of NAIs in pandemic response, with implications for pandemic planning and for NAI stockpile size. Methods We combined a dynamic model of influenza epidemiology with a model of the clinical care pathways in the Australian health care system to identify effective NAI strategies for reducing morbidity and mortality in pandemic events, and the stockpile requirements for these strategies. The models were informed by a 2015 assessment of NAI effectiveness against susceptibility, pathogenicity, and transmission of influenza. Results Liberal distribution of NAIs for early treatment in outpatient settings yielded the greatest benefits in all of the considered scenarios. Restriction of community-based treatment to risk groups was effective in those groups, but failed to prevent the large proportion of cases arising from lower risk individuals who comprise the majority of the population. Conclusions These targeted strategies are only effective if they can be deployed within the constraints of existing health care infrastructure. This finding highlights the critical importance of identifying optimal models of care delivery for effective emergency health care response.
机译:背景技术许多国家都保留着神经氨酸酶抑制剂(NAI)抗病毒剂库存,用于流感大流行,以减少传播并减轻临床感染的进程。大流行的防备计划包括利用这些库存来提供相称的反应,并从临床影响的新证据中获悉。最近对NAI有效性的不确定性促使这些国家重新考虑NAI在大流行应对中的作用,这对大流行规划和NAI储存量有影响。方法我们将流感流行病学的动态模型与澳大利亚卫生保健系统中的临床护理路径模型相结合,以确定有效的NAI策略,以减少大流行事件的发病率和死亡率,以及这些策略的储备需求。 2015年NAI对流感的敏感性,致病性和传播的有效性评估为模型提供了信息。结果在所有考虑的情况下,自由分配NAI以便在门诊进行早期治疗可获得最大的收益。在危险人群中以社区为基础的治疗是有效的,但未能阻止大部分由占人口多数的较低危险者引起的病例。结论这些有针对性的策略只有在可以在现有医疗基础架构的约束范围内部署的情况下才有效。这一发现凸显了为有效的紧急卫生保健响应而确定最佳的护理提供模式的至关重要性。

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