疟疾疫苗作用下宿主内疟疾动态的数学模型

Q3 Mathematics
T. O. Orwa, Rachel Waema Mbogo, L. Luboobi
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引用次数: 13

摘要

摘要尽管现有的疟疾控制策略取得了成功,但报告的疟疾病例仍然很高。2016年,世界卫生组织报告了约2.16亿例疟疾病例;其中90%发生在世界卫生组织非洲区域。本文建立并分析了接种疟疾疫苗后宿主恶性疟原虫疟疾的数学模型。一种有效的红细胞前疫苗被证明可以大大降低临床疟疾的严重程度。基于归一化前向敏感指数技术,每个爆裂血分裂体释放的裂殖子的平均数量是该模型中最敏感的参数。数值模拟结果进一步表明,有效的血液期疫苗有可能在疟疾感染期间减少血液分裂体的爆发大小并最大限度地提高CD8+T细胞的激活率。此外,有效的疫苗组合可能有助于到2030年实现无疟疾人口。本文为疟疾疫苗控制提供了有用的见解,并为加强对疟疾疫苗开发的支持和资助提供了一个独特的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical model for the in-host malaria dynamics subject to malaria vaccines
ABSTRACT Despite the success of the existing malaria control strategies, reported malaria cases are still quite high. In 2016, the WHO reported about 216 million malaria cases; 90% of which occurred in the WHO African Region. In this paper, a mathematical model for the in-host Plasmodium falciparum malaria subject to malaria vaccines is formulated and analysed. An efficacious pre-erythrocytic vaccine is shown to greatly reduce the severity of clinical malaria. Based on the normalized forward sensitivity index technique, the average number of merozoites released per bursting blood schizont is shown to be the most sensitive parameter in the model. Numerical simulation results further suggest that an efficacious blood stage vaccine has the potential to reduce the burst size of the blood schizonts and maximize the rate of activation of CD8+ T cells during malaria infection. Moreover, vaccine combinations that are efficacious might help in achieving a malaria free population by the year 2030. This paper provides useful insights in malaria vaccine control and a unique opportunity to intensify support and funding for malaria vaccine development.
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来源期刊
Letters in Biomathematics
Letters in Biomathematics Mathematics-Statistics and Probability
CiteScore
2.00
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0.00%
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审稿时长
14 weeks
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