School of Water Resources & Environmental Engineering, East China University of Technology, Nanchang 330013, China; Jiangxi Province Key Laboratory of the Causes and Control of Atmospheric Pollution, East China University of Technology, Nanchang 330013, China.
School of Water Resources & Environmental Engineering, East China University of Technology, Nanchang 330013, China.
J Environ Sci (China). 2025 Mar;149:564-573. doi: 10.1016/j.jes.2023.12.028. Epub 2023 Dec 29.
Airborne microorganisms (AM) have significant environmental and health implications. Extensive studies have been conducted to investigate the factors influencing the composition and diversity of AM. However, the knowledge of AM with anthropogenic activities has not reach a consensus. In this study, we took advantage of the dramatic decline of outdoor anthropogenic activities resulting from COVID-19 lockdown to reveal their associations. We collected airborne particulate matter before and during the lockdown period in two cities. The results showed that it was fungal diversity and communities but not bacteria obviously different between pre-lockdown and lockdown samples, suggesting that airborne fungi were more susceptible to anthropogenic activities than bacteria. However, after the implementation of lockdown, the co-occurrence networks of both bacterial and fungal community became more complex, which might be due to the variation of microbial sources. Furthermore, Mantel test and correlation analysis showed that air pollutants also partly contributed to microbial alterations. Airborne fungal community was more affected by air pollutants than bacterial community. Notably, some human pathogens like Nigrospora and Arthrinium were negatively correlated with air pollutants. Overall, our study highlighted the more impacts of anthropogenic activities on airborne fungal community than bacterial community and advanced the understanding of associations between anthropogenic activities and AM.
空气传播微生物(AM)对环境和健康有重大影响。已经进行了广泛的研究来调查影响 AM 组成和多样性的因素。然而,人们对与人为活动有关的 AM 的了解尚未达成共识。在这项研究中,我们利用 COVID-19 封锁导致户外人为活动急剧减少的机会来揭示它们之间的关联。我们在两个城市的封锁前后采集了空气传播的颗粒物。结果表明,在封锁前后的样本中,真菌多样性和群落明显不同于细菌,这表明空气传播真菌比细菌更容易受到人为活动的影响。然而,在实施封锁后,细菌和真菌群落的共现网络变得更加复杂,这可能是由于微生物来源的变化。此外,Mantel 检验和相关分析表明,空气污染物也部分导致了微生物的改变。空气传播真菌群落比细菌群落更容易受到空气污染物的影响。值得注意的是,一些人类病原体,如黑孢霉属和节菱孢属,与空气污染物呈负相关。总的来说,我们的研究强调了人为活动对空气传播真菌群落的影响大于对细菌群落的影响,并提高了对人为活动与 AM 之间关联的理解。