模拟疫苗效力和接种率对肺结核传播的影响

Erick Mutwiri Kirimi , Grace Gakii Muthuri , Cyrus Gitonga Ngari , Stephen Karanja
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引用次数: 0

摘要

为了遏制肺结核在易感人群中的传播,已经制定了许多预防干预策略。然而,肺结核仍在全球范围内夺走许多人的生命。本文建立了一个包含无症状感染人群的确定性数学模型,同时考虑了疫苗效力和疫苗接种率。该模型包括无症状感染者,因为他们会在不被注意的情况下不断向易感人群传播感染,从而导致高传播率。为了研究不同疫苗效力和疫苗接种率对无症状感染人群肺结核感染传播的影响,我们进行了敏感性分析和数值分析。敏感性和数值分析结果表明,疫苗效力的提高会减少无症状感染人群,从而降低感染传播率。此外,疫苗效力的提高还能减少无症状感染者的控制繁殖数量,从而减少肺结核向易感人群的传播。进一步的结果表明,疫苗接种率的提高会减少无症状感染者的控制繁殖数量,从而降低感染传播率。这些研究结果表明,有必要开发一种效力更高的疫苗,以减少无症状感染者向易感人群的感染传播。此外,这些结果还强调了提高疫苗接种率以从人群中根除肺结核的重要性。
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Modeling the effects of vaccine efficacy and rate of vaccination on the transmission of pulmonary tuberculosis

Numerous prevention intervention strategies have been developed to curtail the spread of pulmonary tuberculosis to susceptible populations. However, pulmonary tuberculosis continues to claim many lives worldwide. In this paper, a deterministic mathematical model incorporating an asymptomatic infectious population, considering vaccine efficacy, and vaccination rate, has been formulated. The model includes asymptomatic infectious individuals since they spread infections incessantly to susceptible populations without being noticed, thus contributing to the high transmission rate. Sensitivity and numerical analysis have been conducted to investigate the impact of varying vaccine efficacy and vaccination rates on the transmission of pulmonary tuberculosis infections from the asymptomatic infectious population. The sensitivity and numerical results show that an increase in vaccine efficacy reduces the asymptomatic infectious population and subsequently lowers the transmission rate of infections. Moreover, an increase in vaccine efficacy was shown to reduce the control reproduction number due to asymptomatic infectious individuals, thereby decreasing the transmission of pulmonary tuberculosis to susceptible populations. Further results indicate that an increase in vaccination rate reduces the control reproduction number due to asymptomatic infectious individuals, consequently lowering the rate of infection transmission. These findings emphasize the need to develop a vaccine of higher efficacy to reduce infection transmission to susceptible populations by the asymptomatic infectious individuals. Additionally, the results underscore the importance of increasing vaccination rates to eradicate pulmonary tuberculosis from the population.

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来源期刊
Informatics in Medicine Unlocked
Informatics in Medicine Unlocked Medicine-Health Informatics
CiteScore
9.50
自引率
0.00%
发文量
282
审稿时长
39 days
期刊介绍: Informatics in Medicine Unlocked (IMU) is an international gold open access journal covering a broad spectrum of topics within medical informatics, including (but not limited to) papers focusing on imaging, pathology, teledermatology, public health, ophthalmological, nursing and translational medicine informatics. The full papers that are published in the journal are accessible to all who visit the website.
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