寄生虫宿主扩张作为一个无规模的逐步过程,跨越宿主系谱
Avery Kruger1, Andrew Gougherty2, Geoffrey Legault3
1Department of Botany, The University of British Columbia, Vancouver, British Columbia, Canada.
Proceedings. Biological sciences
|November 25, 2025
概括
害虫宿主范围的扩张是使用遗传学距离来建模的. 非本地昆虫,与病原体不同,更频繁地跳到远处的树木宿主,影响未来的害虫管理策略.
科学领域:
- 生态生态学 生态生态学
- 进化生物学 进化生物学
- 计算生物学 计算生物学
背景情况:
- 害虫宿主范围对生态,经济和健康至关重要.
- 虽然许多害虫与相关宿主保持着共生关系,但跳跃到遥远的宿主是频繁且有影响力的.
- 了解宿主跳跃动态是预测害虫传播的关键.
研究的目的:
- 开发和验证一个模型,预测基于宿主基因的害虫宿主范围扩张.
- 研究本地和非本地昆虫害虫和病原体之间的宿主跳跃行为的差异.
- 为了估计北美树木害虫未来宿主扩张的风险.
主要方法:
- 创建了一种新型模型,将宿主分布表示为随机跨越宿主系谱的跳跃.
- 跳跃概率被建模为基因学距离的功率函数,类似于莱维飞行.
- 使用机器学习,将模型与影响北美树木的昆虫和病原虫害的经验数据相匹配.
主要成果:
- 该模型成功估计了控制宿主跳跃距离的参数.
- 与本地昆虫相比,非本地昆虫害虫的倾向性更高,比本地昆虫更容易跳到基因学上遥远的宿主.
- 在非原生和原生病原体之间没有观察到宿主跳跃行为的显著差异.
结论:
- 开发的模型提供了有关驱动害虫宿主范围扩大机制的见解.
- 遗传学距离在宿主跳跃概率中起着至关重要的作用,特别是对于昆虫害虫来说.
- 这些发现有助于预测北美树木未来的害虫传播和宿主扩张风险.
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