Smith Cameron A, Ashby Ben
Department of Mathematical Sciences, University of Bath, Bath, BA2 7AY, UK.
Milner Centre for Evolution, University of Bath, Bath, BA2 7AY, UK.
Evol Med Public Health. 2022 Nov 11;11(1):90-100. doi: 10.1093/emph/eoac037. eCollection 2023.
OBJECTIVES/AIMS: Prolonged infections of immunocompromised individuals have been proposed as a crucial source of new variants of SARS-CoV-2 during the COVID-19 pandemic. In principle, sustained within-host antigenic evolution in immunocompromised hosts could allow novel immune escape variants to emerge more rapidly, but little is known about how and when immunocompromised hosts play a critical role in pathogen evolution.
Here, we use a simple mathematical model to understand the effects of immunocompromised hosts on the emergence of immune escape variants in the presence and absence of epistasis.
We show that when the pathogen does not have to cross a fitness valley for immune escape to occur (no epistasis), immunocompromised individuals have no qualitative effect on antigenic evolution (although they may accelerate immune escape if within-host evolutionary dynamics are faster in immunocompromised individuals). But if a fitness valley exists between immune escape variants at the between-host level (epistasis), then persistent infections of immunocompromised individuals allow mutations to accumulate, therefore, facilitating rather than simply speeding up antigenic evolution. Our results suggest that better genomic surveillance of infected immunocompromised individuals and better global health equality, including improving access to vaccines and treatments for individuals who are immunocompromised (especially in lower- and middle-income countries), may be crucial to preventing the emergence of future immune escape variants of SARS-CoV-2.
目标/目的:在新冠疫情期间,免疫功能低下个体的长期感染被认为是新冠病毒新变种的关键来源。原则上,免疫功能低下宿主体内持续的抗原进化可能会使新型免疫逃逸变种更快出现,但对于免疫功能低下宿主如何以及何时在病原体进化中发挥关键作用,我们却知之甚少。
在此,我们使用一个简单的数学模型来理解在有无上位性的情况下,免疫功能低下宿主对免疫逃逸变种出现的影响。
我们发现,当病原体在发生免疫逃逸时无需跨越适应度低谷(无上位性),免疫功能低下个体对抗原进化没有定性影响(尽管如果免疫功能低下个体的宿主内进化动力学更快,他们可能会加速免疫逃逸)。但是,如果在宿主间水平的免疫逃逸变种之间存在适应度低谷(上位性),那么免疫功能低下个体的持续感染会使突变积累,从而促进而非仅仅加速抗原进化。我们的结果表明,对受感染的免疫功能低下个体进行更好的基因组监测以及更好地实现全球健康平等,包括改善免疫功能低下个体(尤其是在低收入和中等收入国家)获得疫苗和治疗的机会,对于预防未来新冠病毒免疫逃逸变种的出现可能至关重要。