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学校中的空气净化器与呼吸道感染:一项使用流行病学、环境和分子数据的建模研究。

Air cleaners and respiratory infections in schools: A modeling study using epidemiological, environmental, and molecular data.

作者信息

Banholzer Nicolas, Jent Philipp, Bittel Pascal, Zürcher Kathrin, Furrer Lavinia, Bertschinger Simon, Weingartner Ernest, Ramette Alban, Egger Matthias, Hascher Tina, Fenner Lukas

机构信息

Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.

Multidisciplinary Center for Infectious Diseases, University of Bern, Bern, Switzerland.

出版信息

medRxiv. 2023 Dec 30:2023.12.29.23300635. doi: 10.1101/2023.12.29.23300635.

Abstract

BACKGROUND

Using a multiple-measurement approach, we examined the real-world effectiveness of portable HEPA-air filtration devices (air cleaners) in a school setting.

METHODS

We collected environmental (CO, particle concentrations), epidemiological (absences related to respiratory infections), audio (coughing), and molecular data (bioaerosol and saliva samples) over seven weeks during winter 2022/2023 in two Swiss secondary school classes. Using a cross-over study design, we compared particle concentrations, coughing, and the risk of infection with vs without air cleaners.

RESULTS

All 38 students (age 13-15 years) participated. With air cleaners, mean particle concentration decreased by 77% (95% credible interval 63%-86%). There were no differences in CO levels. Absences related to respiratory infections were 22 without vs 13 with air cleaners. Bayesian modeling suggested a reduced risk of infection, with a posterior probability of 91% and a relative risk of 0.73 (95% credible interval 0.44-1.18). Coughing also tended to be less frequent (posterior probability 93%). Molecular analysis detected mainly non-SARS-CoV-2 viruses in saliva (50/448 positive), but not in bioaerosols (2/105 positive) or HEPA-filters (4/160). The detection rate was similar with vs without air cleaners. Spatiotemporal analysis of positive saliva samples identified several likely transmissions.

CONCLUSIONS

Air cleaners improved air quality, showed a potential benefit in reducing respiratory infections, and were associated with less coughing. Airborne detection of non-SARS-CoV-2 viruses was rare, suggesting that these viruses may be more difficult to detect in the air. Future studies should examine the importance of close contact and long-range transmission, and the cost-effectiveness of using air cleaners.

摘要

背景

我们采用多测量方法,在学校环境中检验了便携式高效空气过滤器(空气净化器)在现实世界中的有效性。

方法

在2022/2023年冬季的七周时间里,我们在瑞士的两个中学班级收集了环境数据(一氧化碳、颗粒物浓度)、流行病学数据(与呼吸道感染相关的缺勤情况)、音频数据(咳嗽声)以及分子数据(生物气溶胶和唾液样本)。采用交叉研究设计,我们比较了使用和不使用空气净化器时的颗粒物浓度、咳嗽情况以及感染风险。

结果

所有38名学生(年龄在13至15岁之间)均参与了研究。使用空气净化器后,平均颗粒物浓度下降了77%(95%可信区间为63%-86%)。一氧化碳水平没有差异。与呼吸道感染相关的缺勤情况,未使用空气净化器时为22次,使用空气净化器时为13次。贝叶斯模型显示感染风险降低,后验概率为91%,相对风险为0.73(95%可信区间为0.44-1.18)。咳嗽频率也往往更低(后验概率为93%)。分子分析在唾液中主要检测到非新冠病毒(50/448呈阳性),但在生物气溶胶中未检测到(2/105呈阳性),在高效空气过滤器中也未检测到(4/160)。使用和不使用空气净化器时的检测率相似。对阳性唾液样本的时空分析确定了几起可能的传播事件。

结论

空气净化器改善了空气质量,在减少呼吸道感染方面显示出潜在益处,并且与咳嗽减少有关。空气中检测到非新冠病毒的情况很少见,这表明这些病毒可能更难在空气中被检测到。未来的研究应考察密切接触和远距离传播的重要性,以及使用空气净化器的成本效益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86a3/10793541/4c9249c2bbc8/nihpp-2023.12.29.23300635v1-f0001.jpg

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