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主体-载体感染模型中的灭绝和异质性的作用
Damian Clancy1, John J H Stewart1
1Department of Actuarial Mathematics and Statistics, Maxwell Institute for Mathematical Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK.
Mathematical biosciences
|December 9, 2023
概括
随机波动的波动可以导致本土性疾病灭绝. 主体-载体相互作用和寿命异质性显著影响疾病持续时间,非均的宿主选择增加了持续时间.
科学领域:
- 流行病学 流行病学
- 数学生物学 数学生物学
- 生态生态学 生态生态学
背景情况:
- 地方性疾病可以持续很长时间,但由于随机波动而容易灭绝.
- 了解影响疾病持续性的因素对于公共卫生和生态管理至关重要.
研究的目的:
- 调查模型参数和种群异质性如何影响宿主载体疾病系统中预期灭绝时间.
- 确定传统的流行病学指标是否可以预测疾病的长期持续性.
主要方法:
- 利用数学建模来模拟宿主-载体疾病动态.
- 分析了非同质宿主选择和载体寿命异质性对灭绝时间的影响.
- 将模型预测与传统指标比较,例如基本繁殖数 (R0) 和特有流行率.
主要成果:
- 载体的不均宿主选择会延长疾病的持续时间,尤其是在有强烈的载体-宿主关联的情况下.
- 载体寿命的异质性缩短了持久时间.
- 无论是基本的繁殖数量还是特有流行率都不能在随机模型中可靠地预测灭绝时间.
结论:
- 人口异质性在疾病持续性动态中发挥着关键作用.
- 传统的流行病学指标不足以预测在随机环境中的长期疾病灭绝.
- 疾病的持续性受到复杂的相互作用的影响,而不是简单的流行水平.
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