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Updated: Jun 20, 2025

Composition and Distribution Analysis of Bioaerosols Under Different Environmental Conditions
Published on: January 7, 2019
Seasonal distribution of human-to-human pathogens in airborne PM2.5 and their potential high-risk ARGs
Zhiwei Zuo1, Yuanyuan Pan1, Xueyun Huang1
1Jiangxi Provincial Key Laboratory of Genesis and Remediation of Groundwater Pollution, East China University of Technology, Nanchang, China.
Abstract:
Airborne microorganisms, an emerging global health threat, have attracted extensive studies. However, few attentions have been paid to the seasonal distribution of airborne pathogens, in particular their associations with antibiotic resistance genes (ARGs). To this end, two-week daily PM2.5 samples were consecutively collected from Nanchang in four seasons, and the human-to-human pathogens were screened based on high-throughput sequencing. The results showed that there were 20 pathogenic taxa in PM2.5 in Nanchang, and the highest relative abundance of pathogens was observed in winter (5.84%), followed by summer (3.51%), autumn (2.66%), and spring (1.80%). Although more than half of pathogenic taxa were shared by the four seasons, the analysis of similarities showed that pathogenic community was shaped by season (r = 0.16, p < 0.01). Co-occurrence network analysis disclosed significant interactions among pathogens in each season. Moreover, some dominant pathogens such as Plesiomonas shigelloides, Bacteroides fragilis, and Escherichia-Shigella were hub pathogens. In addition, PICRUSt2 predicted that there were 35 high-risk ARG subtypes in PM2.5, and the pathogens had strongly positive correlations with these ARGs. Even some pathogens like Plesiomonas shigelloides, Bacteroides fragilis, Aeromonas, Citrobacter, may be multi-drug resistant pathogens, including beta-lactam, aminoglycosides, chloramphenicol and multi-drug resistances, etc. Both air pollutants and meteorological conditions contributed to the seasonal variation of airborne pathogenic bacteria (r = 0.15, p < 0.01), especially CO, O3, PM2.5, temperature and relative humidity. This study furthers our understanding of airborne pathogens and highlights their associations with ARGs.
Insights
Airborne pathogens in PM2.5 show seasonal variations, peaking in winter. These pathogens are linked to antibiotic resistance genes, influenced by air pollutants and weather.
Area of Science:
- Environmental microbiology
- Public health
- Molecular epidemiology
Background:
- Airborne microorganisms pose a growing global health concern.
- Limited research exists on the seasonal distribution of airborne pathogens and their connection to antibiotic resistance genes (ARGs).
Purpose of the Study:
- To investigate the seasonal distribution of airborne human-to-human pathogens in PM2.5.
- To explore the association between airborne pathogens and antibiotic resistance genes (ARGs).
- To identify factors influencing the seasonal variation of airborne pathogenic bacteria.
Main Methods:
- Daily PM2.5 samples were collected over four seasons in Nanchang.
- High-throughput sequencing was used to screen for human-to-human pathogens.
- PICRUSt2 was employed to predict ARGs, and statistical analyses examined pathogen-ARG correlations and seasonal variations.
Main Results:
- Twenty pathogenic taxa were identified in PM2.5, with the highest abundance in winter.
- Seasonal factors significantly shaped the airborne pathogenic community structure.
- Strong positive correlations were found between dominant pathogens and 35 high-risk ARG subtypes, indicating potential multi-drug resistance.
Conclusions:
- Airborne pathogens exhibit distinct seasonal distribution patterns, with winter showing the highest prevalence.
- Airborne pathogens are significantly associated with ARGs, suggesting a potential public health risk.
- Air pollutants (CO, O3, PM2.5) and meteorological conditions (temperature, humidity) drive the seasonal variation of airborne pathogens.
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