Sensitivity assessment of optimal control strategies and cost-effectiveness analysis of a novel Candida Auris environmental transmission model in intensive care facilities

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Shyni Unni Kumaran , Lavanya Rajagopal , Manavaalan Gunasekaran
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引用次数: 0

Abstract

Candida Auris is an emerging fungal pathogen flagged by CDC as a serious global health threat among nosocomial infections in the recent times. As an evolving pathogen that often goes misidentified or unidentified under standard laboratory tests, it has the ability to cause fatal infections among the target population involving patients with serious medical conditions admitted to intensive care facilities, due to its capacity to resist anti-fungal treatment and the ability to persist in the hospital environment for long periods. The subject of this paper is to develop a deterministic model to study the transmission nature of Candida Auris wherein measures like apt admission screening methods with weekly screening follow-ups, transmission prevention, proper treatment protocols and environmental disinfection procedures are introduced as constant mitigating controls into the model initially which are later redefined as variable control functions during the optimal control analysis. The theory of optimal control implemented into the model helps us to understand the sensitivity of each control strategy upon the behaviour of each state variable. Further, cost-effectiveness analysis is rigorously conducted using incremental cost-effectiveness ratio (ICER) to identify and rank the control strategies involved based on their economic efficiency. Numerical simulation for the optimal control analysis is performed in MATLAB using the Forward–Backward Sweep Method and the findings are illustrated graphically.

重症监护设施中新型白色念珠菌环境传播模型的最佳控制策略敏感性评估和成本效益分析。
白色念珠菌(Candida Auris)是一种新出现的真菌病原体,被美国疾病预防控制中心(CDC)列为近期严重威胁全球健康的院内感染病原体。作为一种不断发展的病原体,它经常被误诊或在标准实验室检测中无法识别,由于它能够抵抗抗真菌治疗,并能在医院环境中长期存活,因此有能力在目标人群(包括重症监护设施中的重症患者)中造成致命感染。本文的主题是建立一个确定性模型来研究白色念珠菌的传播特性,在模型中引入了适当的入院筛查方法和每周一次的筛查随访、传播预防、适当的治疗方案和环境消毒程序等措施,作为最初的常量缓解控制,随后在最优控制分析中重新定义为变量控制函数。模型中采用的最优控制理论有助于我们了解每种控制策略对每个状态变量行为的敏感性。此外,我们还使用增量成本效益比(ICER)进行了严格的成本效益分析,以根据经济效益确定相关控制策略并对其进行排序。在 MATLAB 中使用前向-后向扫频方法对优化控制分析进行了数字模拟,并以图表说明了分析结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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