INSERM, Sorbonne Université, Pierre Louis Institute of Epidemiology and Public Health, Paris, France.
Aix-Marseille Univ, Université de Toulon, CNRS, Centre de Physique Théorique, Turing Center for Living Systems, Marseille, France.
Lancet Infect Dis. 2022 Jul;22(7):977-989. doi: 10.1016/S1473-3099(22)00138-4. Epub 2022 Apr 1.
Schools were closed extensively in 2020-21 to counter SARS-CoV-2 spread, impacting students' education and wellbeing. With highly contagious variants expanding in Europe, safe options to maintain schools open are urgently needed. By estimating school-specific transmissibility, our study evaluates costs and benefits of different protocols for SARS-CoV-2 control at school.
We developed an agent-based model of SARS-CoV-2 transmission in schools. We used empirical contact data in a primary and a secondary school and data from pilot screenings in 683 schools during the alpha variant (B.1.1.7) wave in March-June, 2021, in France. We fitted the model to observed school prevalence to estimate the school-specific effective reproductive number for the alpha (R) and delta (B.1.617.2; R) variants and performed a cost-benefit analysis examining different intervention protocols.
We estimated R to be 1·40 (95% CI 1·35-1·45) in the primary school and 1·46 (1·41-1·51) in the secondary school during the spring wave, higher than the time-varying reproductive number estimated from community surveillance. Considering the delta variant and vaccination coverage in Europe as of mid-September, 2021, we estimated R to be 1·66 (1·60-1·71) in primary schools and 1·10 (1·06-1·14) in secondary schools. Under these conditions, weekly testing of 75% of unvaccinated students (PCR tests on saliva samples in primary schools and lateral flow tests in secondary schools), in addition to symptom-based testing, would reduce cases by 34% (95% CI 32-36) in primary schools and 36% (35-39) in secondary schools compared with symptom-based testing alone. Insufficient adherence was recorded in pilot screening (median ≤53%). Regular testing would also reduce student-days lost up to 80% compared with reactive class closures. Moderate vaccination coverage in students would still benefit from regular testing for additional control-ie, weekly testing 75% of unvaccinated students would reduce cases compared with symptom-based testing only, by 23% in primary schools when 50% of children are vaccinated.
The COVID-19 pandemic will probably continue to pose a risk to the safe and normal functioning of schools. Extending vaccination coverage in students, complemented by regular testing with good adherence, are essential steps to keep schools open when highly transmissible variants are circulating.
EU Framework Programme for Research and Innovation Horizon 2020, Horizon Europe Framework Programme, Agence Nationale de la Recherche, ANRS-Maladies Infectieuses Émergentes.
2020-21 年,学校大规模停课以应对 SARS-CoV-2 传播,这对学生的教育和健康产生了影响。随着传染性更强的变异株在欧洲的扩散,迫切需要寻找安全的方案来维持学校开放。通过估计学校特定的传染性,我们的研究评估了在学校控制 SARS-CoV-2 时不同方案的成本效益。
我们开发了一个基于代理的 SARS-CoV-2 在学校传播的模型。我们使用了小学和中学的经验性接触数据,以及 2021 年 3 月至 6 月期间在法国进行的针对 683 所学校的阿尔法变异株(B.1.1.7)筛查数据。我们将模型拟合到观察到的学校流行情况,以估计阿尔法(R)和德尔塔(B.1.617.2;R)变异株在学校的特定有效繁殖数,并进行了成本效益分析,以检验不同的干预方案。
我们估计春季期间小学的 R 值为 1.40(95%CI 1.35-1.45),中学为 1.46(1.41-1.51),高于社区监测估计的时变繁殖数。考虑到截至 2021 年 9 月中旬欧洲的德尔塔变异株和疫苗接种覆盖率,我们估计小学的 R 值为 1.66(1.60-1.71),中学为 1.10(1.06-1.14)。在这些条件下,每周对 75%的未接种疫苗学生(小学进行唾液样本的 PCR 检测,中学进行侧向流动检测)进行检测,加上基于症状的检测,与仅基于症状的检测相比,将使小学的病例减少 34%(95%CI 32-36),中学的病例减少 36%(35-39)。试点筛查中记录的依从性不足(中位数≤53%)。定期检测还将使学生缺勤天数减少多达 80%,而不是对班级进行反应性关闭。在学生中适度的疫苗接种覆盖率仍将从定期检测中受益,即定期对 75%的未接种疫苗学生进行检测,与仅基于症状的检测相比,可使小学的病例减少 23%,当 50%的儿童接种疫苗时。
COVID-19 大流行可能会继续对学校的安全和正常运作构成威胁。扩大学生的疫苗接种覆盖率,并辅以良好依从性的定期检测,是在高传染性变异株传播时保持学校开放的重要步骤。
欧盟研究与创新框架计划 Horizon 2020、欧盟地平线 2020 计划、法国国家研究署、法国国家艾滋病研究与防治基金会。