the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Characteristics of bacterial and fungal communities and their associations with sugar compounds in atmospheric aerosols at a rural site in North China
Mutong Niu
Shu Huang
Yajie Wang
Wanyun Xu
Wan Wei
Qiang Zhang
Zihan Wang
Donghuan Zhang
Rui Jin
Libin Wu
Junjun Deng
Fangxia Shen
Abstract. Bioaerosols play significant roles in causing health and climate effects. Sugar compounds in air have been widely used to trace the source of bioaerosols. However, knowledge about the association of sugar molecules and the microbial community at taxonomic levels in atmospheric aerosols remains limited. Here, microbial community compositions and sugar molecules in total suspended particles collected from a typical rural site, Gucheng, in the North China Plain were investigated by gas chromatography-mass spectrometry and high-throughput gene sequencing, respectively. Results show that fungal community structure exhibited distinct diurnal variation with largely enhanced contribution of Basidiomycota at night, while bacterial community structure showed no obvious difference between daytime and night. SourceTracker analysis revealed that bacteria and fungi were mainly from plant leaves and unresolved sources (presumably human-related emission and/or long-distance transport), respectively. All the detected anhyrosugars and sugar alcohols, and trehalose showed diurnal variations with lower concentrations in the daytime and higher concentrations at night, which may be affected by enhanced fungal emissions at night, while primary sugars (except trehalose) showed an opposite trend. The Mantel test resulted that more sugar compounds exhibited significant associations with fungal community structure than bacterial community structure. Co-occurrence analysis revealed the strong associations between sugar compounds and a few saprophytic fungal genera with low relative abundances, e.g., Hannaella, Lectera, Peniophora, Hydnophlebia, Sporobolomyces and Cyphellophora. This study suggested that the entire fungal community likely greatly contributed to sugar compounds in rural aerosols, rather than specific fungal taxa, while the contribution of bacteria was limited.
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Mutong Niu et al.
Status: final response (author comments only)
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RC1: 'Comment on bg-2023-93', Anonymous Referee #1, 08 Aug 2023
The authors investigated airborne bacterial and fungal communities and their associations with sugar compounds at a typical rural site, Dingxing County, in the North China Plain. Their community structure, source, diural variation, possible factors, and contribution to sugar compounds were addressed in this manuscript. The results are conducive to deepening the understanding of bioaerosol and those potential influence on the enhanced sugar compounds at nighttime. This is a valuable piece of work also with a reasonable overall structure. I recommend that it can be accepted for Minor Revision.
Minor
- For the SourceTracker, soils, plant leaves and seawater were selected as the source tracking reference databases. But the sources of bacterial community were mostly unresolved.(about 98.9%). I wondered whether the database was precise or not? Is there any seawater around the sampling site? Did the nearby river water contributed more to the bacterial community?
- It seems that the environmental factors did not explain adequate variance of bacterial community also by the RDA analysis. The cumulative explanatory variableof RDA1 and RDA2 axis were lower than 60%, hence did the RDA analysis have statistical significance or more factors should be included.
- The results showed that nighttime fungal spore emitted more OC than that in daytime (p < 0.01, Fig 5b), however daytime samples were more affected by OC than the nighttime samples based on the redundancy analysis (Fig 4b). How to evaluate the different phenomenon?
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Citation: https://doi.org/10.5194/bg-2023-93-RC1 - AC1: 'Reply on RC1', Wei Hu, 30 Aug 2023
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RC2: 'Comment on bg-2023-93', Anonymous Referee #2, 13 Aug 2023
The authors investigated the association of sugar molecules and the microbial community at taxonomic levels in atmospheric aerosols and found that sugar compounds exhibited significant associations with fungal community structure than bacterial community structure. And this strong associations between fungal community and sugar compounds in rural aerosols may due to the entire fungal community rather than specific fungal taxa. Overall, this study was well-designed, interesting and complete. The results observed could add substantially to the literature, provide a reference for further studies exploring the contribution of bioaerosols to organic carbon in atmospheric aerosols and build links between airborne microorganisms and aerosol chemistry. I would suggest the publication of this manuscript after addressing the following comments.
1. Since the samples were collected in the summer of 2020 (7−13 August). Did the high temperature affect the association of sugar molecules and the microbial community at taxonomic levels in atmospheric aerosols?
2. Why the authors chose the TSP samples? If the authors wanted to investigate the contribution of bioaerosols to organic carbon in atmospheric aerosols, it’s better to collect PM2.5 or PM10 samples.
3. The microbial community may be affected by air quality parameters such as PM2.5, PM10, NO2, O3, SO2 and CO. The sugar compounds may be also affected by these pollution factors. I suggest the authors add some analysis about these parameters (also the air temperature).
4. The authors used the filters to collect the sugar samples. Did the author test the recovery efficiencies of these sugar compounds from the filter?
Citation: https://doi.org/10.5194/bg-2023-93-RC2 - AC2: 'Reply on RC2', Wei Hu, 30 Aug 2023
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RC3: 'Comment on bg-2023-93', Anonymous Referee #3, 17 Aug 2023
The comment was uploaded in the form of a supplement: https://bg.copernicus.org/preprints/bg-2023-93/bg-2023-93-RC3-supplement.pdf
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AC3: 'Reply on RC3', Wei Hu, 30 Aug 2023
Publisher’s note: this comment was edited on 5 September 2023. The following text is not identical to the original comment, but the adjustments were minor without effect on the scientific meaning.
We greatly appreciate the reviewer for the professional comments and suggestions. Our responses to the comments can be found in the attachment.
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AC3: 'Reply on RC3', Wei Hu, 30 Aug 2023
Mutong Niu et al.
Mutong Niu et al.
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