Wood Jason, Ashby Ben
Department of Mathematical Sciences, University of Bath, Bath, UK.
Department of Mathematics, Simon Fraser University, Vancouver, Canada.
Evol Med Public Health. 2024 Aug 27;12(1):248-259. doi: 10.1093/emph/eoae018. eCollection 2024.
Diagnostic testing is a key tool in the fight against many infectious diseases. The emergence of pathogen variants that are able to avoid detection by diagnostic testing therefore represents a key challenge for public health. In recent years, variants for multiple pathogens have emerged which escape diagnostic testing, including mutations in (malaria), (chlamydia) and SARS-Cov-2 (Severe acute respiratory syndrome coronavirus 2) (Coronavirus disease 2019). However, little is currently known about when and the extent to which diagnostic test escape will evolve. Here we use a mathematical model to explore how the frequency of diagnostic testing, combined with variation in compliance and efficacy of isolating, together drive the evolution of detection avoidance. We derive key thresholds under which a testing regime will (i) select for diagnostic test avoidance, or (ii) drive the pathogen extinct. Crucially, we show that imperfect compliance with diagnostic testing regimes can have marked effects on selection for detection avoidance, and consequently, for disease control. Yet somewhat counterintuitively, we find that an intermediate level of testing can select for the highest level of detection avoidance. Our results, combined with evidence from various pathogens, demonstrate that the evolution of diagnostic testing avoidance should be carefully considered when designing diagnostic testing regimes.
诊断检测是对抗多种传染病的关键工具。能够逃避诊断检测的病原体变体的出现,因此对公共卫生构成了关键挑战。近年来,多种病原体出现了逃避诊断检测的变体,包括疟原虫(疟疾)、衣原体(衣原体感染)和严重急性呼吸综合征冠状病毒2(SARS-CoV-2,新型冠状病毒肺炎)中的突变。然而,目前对于诊断检测逃避何时以及在何种程度上会演变知之甚少。在此,我们使用一个数学模型来探讨诊断检测的频率,结合隔离依从性和有效性的变化,如何共同推动检测逃避的演变。我们推导了关键阈值,在该阈值下,检测方案将(i)选择逃避诊断检测,或(ii)导致病原体灭绝。至关重要的是,我们表明对诊断检测方案的不完全依从会对选择逃避检测产生显著影响,进而对疾病控制产生影响。然而,有点违反直觉的是,我们发现中等水平的检测可以选择最高水平的逃避检测。我们的结果,结合来自各种病原体的证据,表明在设计诊断检测方案时应仔细考虑诊断检测逃避的演变。