Department of Otorhinolaryngology and Phoniatrics - Head and Neck Surgery, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
Department of Mechanical Engineering, Aalto University, Espoo, Finland.
PLoS One. 2024 Sep 12;19(9):e0302250. doi: 10.1371/journal.pone.0302250. eCollection 2024.
COVID-19 pandemic has highlighted the role of aerosol transmission and the importance of superspreading events. We analyzed a choir rehearsal in November 2020, where all participants, except one who had recently earlier recovered from COVID-19, were infected. We explore the risk factors for severe disease in this event and model the aerosol dispersion in the rehearsal room.
Characteristics of participants were collected by interviews and supplemented with patient records. A computational simulation of aerosol distribution in the rehearsal room and the efficacy of potential safety measures was conducted using the Large-Eddy Simulation approach. Infection risk was studied by analyzing quanta emission and exposure with the Wells-Riley equation.
The simulation showed that airborne transmission likely explains this mass contagion event. Every singer was exposed to the virus in only 5 min from the beginning of the rehearsal, and maximum concentration levels were reached at 20 min the concentration levels started to approach a steady state after 20 min. Although concentration differences existed in the room, risk levels near (1 m) and far (5 m) from the aerosol source were similar for certain singers. Modeling indicated infection risk levels of 70-100% after one hour; the risk would have been considerably reduced by wearing high-filtration respirators. Age and pre-existing comorbidities predicted more severe disease. The high incidence of illness may be partly attributed to the relatively high median age of individuals. Additionally, those admitted to the hospital had multiple underlying health conditions that predispose them to more severe disease.
Airborne transmission and indoor space can explain this mass exposure event. High-filtration respirators could have prevented some infections. The importance of safety distances diminishes the longer the indoor event. The concept of safety distance is challenging, as our study suggests that long range airborne transmission may occur in indoor events with extended duration. We encourage informing the public, especially persons at risk, of safety measures during epidemics.
COVID-19 大流行凸显了气溶胶传播的作用和超级传播事件的重要性。我们分析了 2020 年 11 月的一次唱诗班排练,除了一名最近从 COVID-19 中康复的人外,所有参与者都被感染。我们探讨了该事件中严重疾病的危险因素,并对排练室中的气溶胶扩散进行了建模。
通过访谈收集参与者的特征,并结合患者记录进行补充。使用大涡模拟方法对排练室中的气溶胶分布和潜在安全措施的效果进行了计算模拟。通过分析 Wells-Riley 方程中的量子发射和暴露来研究感染风险。
模拟表明,空气传播可能解释了这起大规模传染事件。每个歌手从排练开始后仅 5 分钟就接触到了病毒,20 分钟时达到了最大浓度,20 分钟后浓度开始接近稳定状态。尽管房间内存在浓度差异,但在气溶胶源附近(1 米)和远处(5 米)的风险水平对于某些歌手来说是相似的。建模表明,一小时后感染风险水平为 70-100%;如果佩戴高效空气过滤呼吸器,感染风险会大大降低。年龄和预先存在的合并症预测疾病更严重。较高的发病率可能部分归因于个体的中位数年龄相对较高。此外,住院患者有多种潜在的健康状况,使他们更容易患上更严重的疾病。
空气传播和室内空间可以解释这次大规模暴露事件。高效空气过滤呼吸器可以预防一些感染。室内事件持续时间越长,安全距离的重要性就越小。安全距离的概念具有挑战性,因为我们的研究表明,在持续时间较长的室内事件中,可能会发生远距离的空气传播。我们鼓励在疫情期间向公众,特别是高危人群,告知安全措施。