Bubar Kate, Middleton Casey, Larremore Daniel, Gostic Katelyn
Department of Computer Science, https://ror.org/02ttsq026University of Colorado Boulder, Boulder, CO, USA.
BioFrontiers Institute, https://ror.org/02ttsq026University of Colorado Boulder, Boulder, CO, USA.
Epidemiol Infect. 2025 Aug 15;153:e95. doi: 10.1017/S0950268825100381.
Despite the appeal of screening travellers to prevent case importation during infectious disease outbreaks, evidence shows that symptom screening is largely ineffective in delaying the geographical spread of infection. Molecular tests offer high sensitivity and specificity and can detect infections earlier than symptom screening, suggesting potential for improved outcomes. However, they were used to screen travellers for COVID-19 with mixed success. To investigate molecular screening's role in controlling COVID-19, and to quantify the effectiveness of screening for future pathogens of concern, we developed a probabilistic model that incorporates within-host viral kinetics. We then evaluated the potential effectiveness of screening travellers for influenza A, SARS-CoV-1, SARS-CoV-2, and Ebola virus. Even under highly optimistic assumptions, we found that the inability to detect recent infections always limits the effectiveness of traveller screening. We quantify this fundamental limit by proposing an estimator for the fraction of transmission that is preventable by screening. We also demonstrate that estimates of ascertainment overestimate reductions in transmission. These results highlight the essential role that quarantine and repeated testing play in infectious disease containment. Furthermore, our findings indicate that improving screening effectiveness requires the ability to detect infection much earlier than current state-of-the-art molecular tests.
尽管在传染病暴发期间对旅行者进行筛查以防止病例输入具有吸引力,但证据表明,症状筛查在很大程度上无法有效延缓感染的地理传播。分子检测具有高灵敏度和特异性,并且能够比症状筛查更早地检测到感染,这表明其在改善结果方面具有潜力。然而,在对旅行者进行新冠病毒2019(COVID-19)筛查时,其效果参差不齐。为了研究分子筛查在控制COVID-19中的作用,并量化筛查对未来关注病原体的有效性,我们开发了一个纳入宿主体内病毒动力学的概率模型。然后,我们评估了对旅行者进行甲型流感、严重急性呼吸综合征冠状病毒1(SARS-CoV-1)、严重急性呼吸综合征冠状病毒2(SARS-CoV-2)和埃博拉病毒筛查的潜在有效性。即使在高度乐观的假设下,我们发现无法检测到近期感染始终限制了旅行者筛查的有效性。我们通过提出一个估计量来量化这一基本限制,该估计量用于评估通过筛查可预防的传播比例。我们还证明,确诊率的估计高估了传播的减少量。这些结果凸显了检疫和重复检测在传染病控制中的重要作用。此外,我们的研究结果表明,提高筛查有效性需要具备比当前最先进的分子检测更早检测到感染的能力。