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Hanson MC, Petch GM, Ottosen TB, Skjøth CA. Climate change impact on fungi in the atmospheric microbiome. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 830:154491. [PMID: 35283127 DOI: 10.1016/j.scitotenv.2022.154491] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 02/13/2022] [Accepted: 03/07/2022] [Indexed: 06/14/2023]
Abstract
The atmospheric microbiome is one of the least studied microbiomes of our planet. One of the most abundant, diverse and impactful parts of this microbiome is arguably fungal spores. They can be very potent outdoor aeroallergens and pathogens, causing an enormous socio-economic burden on health services and annual damages to crops costing billions of Euros. We find through hypothesis testing that an expected warmer and drier climate has a dramatic impact on the atmospheric microbiome, conceivably through alteration of the hydrological cycle impacting agricultural systems, with significant differences in leaf wetness between years (p-value <0.05). The data were measured via high-throughput sequencing analysis using the DNA barcode marker, ITS2. This was complemented by remote sensing analysis of land cover and dry matter productivity based on the Sentinel satellites, on-site detection of atmospheric and vegetation variables, GIS analysis, harvesting analysis and footprint modelling on trajectory clusters using the atmospheric transport model HYSPLIT. We find the seasonal spore composition varies between rural and urban zones reflecting both human activities (e.g. harvest), type and status of the vegetation and the prevailing climate rather than mesoscale atmospheric transport. We find that crop harvesting governs the composition of the atmospheric microbiome through a clear distinction between harvest and post-harvest beta-diversity by PERMANOVA on Bray-Curtis dissimilarity (p-value <0.05). Land cover impacted significantly by two-way ANOVA (p-value <0.05), while there was minimal impact from air mass transport over the 3 years. The hypothesis suggests that the fungal spore composition will change dramatically due to climate change, an until now unforeseen effect affecting both food security, human health and the atmospheric hydrological cycle. Consequently the management of crop diseases and impact on human health through aeroallergen exposure need to consider the timing of crop treatments and land management, including post harvest, to minimize exposure of aeroallergens and pathogens.
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Affiliation(s)
- M C Hanson
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester WR2 6AJ, UK.
| | - G M Petch
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester WR2 6AJ, UK
| | - T-B Ottosen
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester WR2 6AJ, UK; Department of Air and Sensor Technology, Danish Technological Institute, Kongsvang Allé 29, DK-8000 Aarhus C, Denmark
| | - C A Skjøth
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester WR2 6AJ, UK.
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MYERS NIRMALAT, Calderón L, Pavilonis B, Wang Z, Xiong Y, Sorensen-Allacci M, Plotnik D, Senick J, Gong J, Krogmann U, Andrews CJ, Mainelis G. Presence and variability of culturable bioaerosols in three multi-family apartment buildings with different ventilation systems in the Northeastern US. INDOOR AIR 2021; 31:502-523. [PMID: 32931080 PMCID: PMC7904568 DOI: 10.1111/ina.12743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 07/24/2020] [Accepted: 09/01/2020] [Indexed: 06/11/2023]
Abstract
Bioaerosol concentrations in residential buildings located in the Northeastern US have not been widely studied. Here, in 2011-2015, we studied the presence and seasonal variability of culturable fungi and bacteria in three multi-family apartment buildings and correlated the bioaerosol concentrations with building ventilation system types and environmental parameters. A total of 409 indoor and 86 outdoor samples were taken. Eighty-five percent of investigated apartments had indoor-outdoor (I/O) ratios of culturable fungi below 1, suggesting minimal indoor sources of fungi. In contrast, 56% of the apartments had I/O ratios for culturable bacteria above 1, indicating the prominence of indoor sources of bacteria. Culturable fungi I/O ratios in apartments serviced by central heating, ventilation, and air-conditioning (HVAC) system were lower than those in apartments with window AC. The type of ventilation system did not have a significant effect on the presence of indoor culturable bacteria. A significant positive association was determined between indoor dew point (DP) levels and indoor culturable fungi (P < .001) and bacteria (P < .001), regardless of ventilation type. Also, residents in apartments with central HVAC did not experience extreme DP values. We conclude that building ventilation systems, seasonality, and indoor sources are major factors affecting indoor bioaerosol levels in residential buildings.
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Affiliation(s)
- NIRMALA T. MYERS
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - Leonardo Calderón
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - Brian Pavilonis
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - Zuocheng Wang
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - Youyou Xiong
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - MaryAnn Sorensen-Allacci
- Rutgers, The State University of New Jersey, Edward J. Bloustein School of Planning and Public Policy, New Brunswick, NJ, USA
| | - Deborah Plotnik
- Rutgers, The State University of New Jersey, Edward J. Bloustein School of Planning and Public Policy, New Brunswick, NJ, USA
| | - Jennifer Senick
- Rutgers, The State University of New Jersey, Edward J. Bloustein School of Planning and Public Policy, New Brunswick, NJ, USA
| | - Jie Gong
- Rutgers, The State University of New Jersey, Department of Civil & Environmental Engineering, Piscataway, NJ, USA
| | - Uta Krogmann
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
| | - Clinton J. Andrews
- Rutgers, The State University of New Jersey, Edward J. Bloustein School of Planning and Public Policy, New Brunswick, NJ, USA
| | - Gediminas Mainelis
- Rutgers, The State University of New Jersey, Department of Environmental Sciences, New Brunswick, NJ, USA
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Guo K, Qian H, Zhao D, Ye J, Zhang Y, Kan H, Zhao Z, Deng F, Huang C, Zhao B, Zeng X, Sun Y, Liu W, Mo J, Sun C, Guo J, Zheng X. Indoor exposure levels of bacteria and fungi in residences, schools, and offices in China: A systematic review. INDOOR AIR 2020; 30:1147-1165. [PMID: 32845998 DOI: 10.1111/ina.12734] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/29/2020] [Accepted: 08/04/2020] [Indexed: 05/05/2023]
Abstract
Microbes in buildings have attracted extensive attention from both the research community and the general public due to their close relationship with human health. However, there still lacks comprehensive information on the indoor exposure level of microbes in China. This study systematically reviews exposure levels, the community structures, and the impact factors of airborne bacteria and fungi in residences, schools, and offices in China. We reviewed the major literature databases between 1980 and 2019 and selected 55 original studies based on a set of criteria. Results show that the concentration of indoor bacteria varies from 72.5 to 7500 CFU/m3 , with a median value of 1000 CFU/m3 , and the concentration of fungi varies from 12 to 9730 CFU/m3 , with a median value of 526 CFU/m3 . The concentration level of microbes varies in different climate zones, with higher bacterial concentrations in the severe cold zone, and higher fungal concentrations in the hot summer and warm winter zone. Among different buildings, classrooms have the highest average bacteria and fungi levels. This review reveals that a unified assessment system based on health effects is needed for evaluating the exposure levels of bacteria and fungi.
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Affiliation(s)
- Kangqi Guo
- School of Energy and Environment, Southeast University, Nanjing, China
| | - Hua Qian
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, Nanjing, China
| | - Dongliang Zhao
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, Nanjing, China
| | - Jin Ye
- School of Energy and Environment, Southeast University, Nanjing, China
| | - Yinping Zhang
- Department of Building Science, Tsinghua University, Beijing, China
| | - Haidong Kan
- School of Public Health, Fudan University, Shanghai, China
| | - Zhuohui Zhao
- School of Public Health, Fudan University, Shanghai, China
| | - Furong Deng
- School of Public Health, Peking University, Beijing, China
| | - Chen Huang
- School of Environment and Architecture, University of Shanghai for Science and Technology, Shanghai, China
| | - Bin Zhao
- Department of Building Science, Tsinghua University, Beijing, China
| | - Xiangang Zeng
- School of Environment and Natural Resources, Renmin University of China, Beijing, China
| | - Yuexia Sun
- School of Environmental Science and Engineering, Tianjin University, Tianjin, China
| | - Wei Liu
- Institute for Health and Environment, Chongqing University of Science and Technology, Chongqing, China
| | - Jinhan Mo
- Department of Building Science, Tsinghua University, Beijing, China
| | - Chanjuan Sun
- School of Environment and Architecture, University of Shanghai for Science and Technology, Shanghai, China
| | - Jianguo Guo
- Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xiaohong Zheng
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of BEEE, Ministry of Education, Nanjing, China
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