乙型肝炎筛查中的马尔可夫模型及其与护理的联系。

Q1 Mathematics
Martin A Sehr, Kartik D Joshi, John M Fontanesi, Robert J Wong, Robert R Bitmead, Robert G Gish
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引用次数: 9

摘要

背景:全世界慢性乙型肝炎感染者高达2.4亿人,其中包括美国估计的200万人,需要进行广泛的筛查,以将感染者与护理联系起来,并减少未经治疗的感染可能造成的后果,包括肝癌、肝硬化和死亡。筛查目前在发达国家和发展中国家都充满了挑战。就成本效益和与护理的联系而言,新的护理点检测可能比护理标准检测具有优势。随机模型在这里应用于点护理测试和标准护理测试筛选的相对效用评估。方法:我们使用马尔可夫模型对个体患者的疾病进展分析了护理点与标准护理测试的效果。具有明确量化模型的大型队列模拟允许对特定筛选方案进行评估。对模拟参数的敏感性分析支持了观测趋势的有效性。结果:增加现场筛查的使用被证明可以降低乙型肝炎相关的死亡率,并以较低的预期费用增加预期寿命。结论:结果表明,标准的护理筛查应该被护理点测试所取代,从而改善与护理的联系并减少长期并发症。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Markov modeling in hepatitis B screening and linkage to care.

Markov modeling in hepatitis B screening and linkage to care.

Markov modeling in hepatitis B screening and linkage to care.

Markov modeling in hepatitis B screening and linkage to care.

Background: With up to 240 million people chronically infected with hepatitis B worldwide, including an estimated 2 million in the United States, widespread screening is needed to link the infected to care and decrease the possible consequences of untreated infection, including liver cancer, cirrhosis and death. Screening is currently fraught with challenges in both the developed and developing world. New point-of-care tests may have advantages over standard-of-care tests in terms of cost-effectiveness and linkage to care. Stochastic modeling is applied here for relative utility assessment of point-of-care tests and standard-of-care tests for screening.

Methods: We analyzed effects of point-of-care versus standard-of-care testing using Markov models for disease progression in individual patients. Simulations of large cohorts with distinctly quantified models permitted the assessment of particular screening schemes. The validity of the trends observed is supported by sensitivity analyses for the simulation parameters.

Results: Increased utilization of point-of-care screening was shown to decrease hepatitis B-related mortalities and increase life expectancy at low projected expense.

Conclusions: The results suggest that standard-of-care screening should be substituted by point-of-care tests resulting in improved linkage to care and decrease in long-term complications.

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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
自引率
0.00%
发文量
0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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