waveess:一种R包,用于模拟宿主内部自适应性病毒序列演变的模拟
Narmada Sambaturu1,2, Zena Lapp1, Fernando D K Tria1
1Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America.
PLoS computational biology
|September 18, 2025
概括
这项研究介绍了waveess,这是一个新的R包,用于模拟宿主体内的病毒进化. 它模拟了重组和选择,对HIV-1数据进行验证,并显示出现实的免疫反应异质性.
科学领域:
- 病毒学 病毒学
- 计算生物学 计算生物学
- 进化生物学 进化生物学
背景情况:
- 了解宿主病毒内部的进化对于研究病毒多样化和适应至关重要.
- 诸如重组和宿主免疫反应等因素显著影响了病毒的进化.
研究的目的:
- 介绍 wavess,一种用于模拟宿主病毒进化的新型软件和 R 包.
- 提供一个用户友好的工具,用于建模重组,免疫反应和选择压力.
- 为了验证模型的性能与实证病毒序列数据对比.
主要方法:
- 开发了waveess作为一个离散时间,基于个人的模型.
- 实现了重组,潜伏感染细胞和多种选择类型 (保存站点,复制,免疫) 的模拟.
- 创建了一个R包,包含用于输入生成和输出分析的功能.
主要成果:
- 应用波形模拟11个个体的HIV-1 env序列演变.
- 证明免疫成本在个体之间有所不同,反映了异构的免疫反应.
- 显示了模拟序列中的族系与真实序列中的族系密切匹配.
结论:
- wavess是一个经过严格验证的工具,用于模拟宿主病毒内部的进化.
- R包提供了一个全面的解决方案,用于建模复杂的进化动态.
- 该模型准确地捕捉了关键的进化过程,包括免疫驱动的适应.
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