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Varvařovská L, Kudrna P, Sopko B, Jarošíková T. The Development of a Specific Nanofiber Bioreceptor for Detection of Escherichia coli and Staphylococcus aureus from Air. BIOSENSORS 2024; 14:234. [PMID: 38785708 PMCID: PMC11117719 DOI: 10.3390/bios14050234] [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: 03/31/2024] [Revised: 04/24/2024] [Accepted: 05/03/2024] [Indexed: 05/25/2024]
Abstract
Polluted air and the presence of numerous airborne pathogens affect our daily lives. The sensitive and fast detection of pollutants and pathogens is crucial for environmental monitoring and effective medical diagnostics. Compared to conventional detection methods (PCR, ELISA, metabolic tests, etc.), biosensors bring a very attractive possibility to detect chemicals and organic particles with the mentioned reliability and sensitivity in real time. Moreover, by integrating nanomaterials into the biosensor structure, it is possible to increase the sensitivity and specificity of the device significantly. However, air quality monitoring could be more problematic even with such devices. The greatest challenge with conservative and sensing methods for detecting organic matter such as bacteria is the need to use liquid samples, which slows down the detection procedure and makes it more difficult. In this work, we present the development of a polyacrylonitrile nanofiber bioreceptor functionalized with antibodies against bacterial antigens for the specific interception of bacterial cells directly from the air. We tested the presented novel nanofiber bioreceptor using a unique air filtration system we had previously created. The prepared antibody-functionalized nanofiber membranes for air filtration and pathogen detection (with model organisms E. coli and S. aureus) show a statistically significant increase in bacterial interception compared to unmodified nanofibers. Creating such a bioreceptor could lead to the development of an inexpensive, fast, sensitive, and incredibly selective bionanosensor for detecting bacterial polluted air in commercial premises or medical facilities.
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Affiliation(s)
- Leontýna Varvařovská
- Department of Natural Sciences, Faculty of Biomedical Engineering, Czech Technical University in Prague, 272 01 Kladno, Czech Republic; (P.K.); (T.J.)
| | - Petr Kudrna
- Department of Natural Sciences, Faculty of Biomedical Engineering, Czech Technical University in Prague, 272 01 Kladno, Czech Republic; (P.K.); (T.J.)
| | - Bruno Sopko
- Laboratory of Advanced Biomaterials, University Centre for Energy Efficient Buildings, Czech Technical University in Prague, 273 43 Buštěhrad, Czech Republic;
- Department of Medical Chemistry and Biomedical Biochemistry, Second Faculty of Medicine, Charles University, 150 00 Prague, Czech Republic
| | - Taťána Jarošíková
- Department of Natural Sciences, Faculty of Biomedical Engineering, Czech Technical University in Prague, 272 01 Kladno, Czech Republic; (P.K.); (T.J.)
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2
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Archer SDJ, Lee KC, Caruso T, Alcami A, Araya JG, Cary SC, Cowan DA, Etchebehere C, Gantsetseg B, Gomez-Silva B, Hartery S, Hogg ID, Kansour MK, Lawrence T, Lee CK, Lee PKH, Leopold M, Leung MHY, Maki T, McKay CP, Al Mailem DM, Ramond JB, Rastrojo A, Šantl-Temkiv T, Sun HJ, Tong X, Vandenbrink B, Warren-Rhodes KA, Pointing SB. Contribution of soil bacteria to the atmosphere across biomes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 871:162137. [PMID: 36775167 DOI: 10.1016/j.scitotenv.2023.162137] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/20/2023] [Accepted: 02/05/2023] [Indexed: 06/18/2023]
Abstract
The dispersion of microorganisms through the atmosphere is a continual and essential process that underpins biogeography and ecosystem development and function. Despite the ubiquity of atmospheric microorganisms globally, specific knowledge of the determinants of atmospheric microbial diversity at any given location remains unresolved. Here we describe bacterial diversity in the atmospheric boundary layer and underlying soil at twelve globally distributed locations encompassing all major biomes, and characterise the contribution of local and distant soils to the observed atmospheric community. Across biomes the diversity of bacteria in the atmosphere was negatively correlated with mean annual precipitation but positively correlated to mean annual temperature. We identified distinct non-randomly assembled atmosphere and soil communities from each location, and some broad trends persisted across biomes including the enrichment of desiccation and UV tolerant taxa in the atmospheric community. Source tracking revealed that local soils were more influential than distant soil sources in determining observed diversity in the atmosphere, with more emissive semi-arid and arid biomes contributing most to signatures from distant soil. Our findings highlight complexities in the atmospheric microbiota that are relevant to understanding regional and global ecosystem connectivity.
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Affiliation(s)
- Stephen D J Archer
- School of Science, Auckland University of Technology, Auckland, New Zealand
| | - Kevin C Lee
- School of Science, Auckland University of Technology, Auckland, New Zealand
| | - Tancredi Caruso
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Antonio Alcami
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Jonathan G Araya
- Instituto Antofagasta, Universidad de Antofagasta, Antofagasta, Chile
| | - S Craig Cary
- School of Science, University of Waikato, Hamilton, New Zealand
| | - Don A Cowan
- Centre for Microbial Ecology and Genomics, University of Pretoria, Pretoria, South Africa
| | - Claudia Etchebehere
- Biological Research Institute Clemente Estable, Ministry of Education, Montevideo, Uruguay
| | | | - Benito Gomez-Silva
- Departamento Biomédico and CeBiB, Universidad de Antofagasta, Antofagasta, Chile
| | - Sean Hartery
- School of Physical and Chemical Sciences, University of Canterbury, Christchurch, New Zealand
| | - Ian D Hogg
- School of Science, University of Waikato, Hamilton, New Zealand; Canadian High Arctic Research Station, Cambridge Bay, Nunavut, Canada
| | - Mayada K Kansour
- Department of Biological Sciences, Kuwait University, Kuwait City, Kuwait
| | - Timothy Lawrence
- School of Science, Auckland University of Technology, Auckland, New Zealand
| | - Charles K Lee
- School of Science, University of Waikato, Hamilton, New Zealand
| | - Patrick K H Lee
- School of Energy and Environment, City University of Hong Kong, Hong Kong, China
| | - Matthias Leopold
- UWA School of Agriculture and Environment, University of Western Australia, Perth, Australia
| | - Marcus H Y Leung
- School of Energy and Environment, City University of Hong Kong, Hong Kong, China
| | - Teruya Maki
- Department of Life Sciences, Kindai University, Osaka, Japan
| | | | - Dina M Al Mailem
- Department of Biological Sciences, Kuwait University, Kuwait City, Kuwait
| | - Jean-Baptiste Ramond
- Centre for Microbial Ecology and Genomics, University of Pretoria, Pretoria, South Africa; Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alberto Rastrojo
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | | | - Henry J Sun
- Desert Research Institute, Las Vegas, NV, USA
| | - Xinzhao Tong
- School of Energy and Environment, City University of Hong Kong, Hong Kong, China; Department of Biological Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Bryan Vandenbrink
- Canadian High Arctic Research Station, Cambridge Bay, Nunavut, Canada
| | | | - Stephen B Pointing
- Yale-NUS College, National University of Singapore, Singapore; Department of Biological Sciences, National University of Singapore, Singapore; Institute of Nature and Environmental Technology, Kanazawa University, Kanazawa, Japan.
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3
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Casamayor EO, Cáliz J, Triadó-Margarit X, Pointing SB. Understanding atmospheric intercontinental dispersal of harmful microorganisms. Curr Opin Biotechnol 2023; 81:102945. [PMID: 37087840 DOI: 10.1016/j.copbio.2023.102945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/01/2023] [Accepted: 03/20/2023] [Indexed: 04/25/2023]
Abstract
The atmosphere is a major route for microbial intercontinental dispersal, including harmful microorganisms, antibiotic resistance genes, and allergens, with strong implications in ecosystem functioning and global health. Long-distance dispersal is facilitated by air movement at higher altitudes in the free troposphere and is affected by anthropogenic forcing, climate change, and by the general atmospheric circulation, mainly in the intertropical convergence zone. The survival of microorganisms during atmospheric transport and their remote invasive potential are fundamental questions, but data are scarce. Extreme atmospheric conditions represent a challenge to survival that requires specific adaptive strategies, and recovery of air samples from the high altitudes relevant to study harmful microorganisms can be challenging. In this paper, we highlight the scope of the problem, identify challenges and knowledge gaps, and offer a roadmap for improved understanding of intercontinental microbial dispersal and their outcomes. Greater understanding of long-distance dispersal requires research focus on local factors that affect emissions, coupled with conditions influencing transport and survival at high altitudes, and eventual deposition at sink locations.
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Affiliation(s)
- Emilio O Casamayor
- Ecology of the Global Microbiome, Center for Advanced Studies of Blanes-CSIC, E-17300 Blanes, Spain.
| | - Joan Cáliz
- Ecology of the Global Microbiome, Center for Advanced Studies of Blanes-CSIC, E-17300 Blanes, Spain
| | - Xavier Triadó-Margarit
- Ecology of the Global Microbiome, Center for Advanced Studies of Blanes-CSIC, E-17300 Blanes, Spain
| | - Stephen B Pointing
- Yale-NUS College & Department of Biological Sciences, National University of Singapore, Singapore
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4
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Rodríguez-Arias RM, Rojo J, Fernández-González F, Pérez-Badia R. Desert dust intrusions and their incidence on airborne biological content. Review and case study in the Iberian Peninsula. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 316:120464. [PMID: 36273688 DOI: 10.1016/j.envpol.2022.120464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 09/27/2022] [Accepted: 10/15/2022] [Indexed: 06/16/2023]
Abstract
Desert dust intrusions cause the transport of airborne particulate matter from natural sources, with important consequences for climate regulation, biodiversity, ecosystem functioning and dynamics, human health, and socio-economic activities. Some effects of desert intrusions are reinforced or aggravated by the bioaerosol content of the air during these episodes. The influence of desert intrusions on airborne bioaerosol content has been very little studied from a scientific point of view. In this study, a systematic review of scientific literature during 1970-2021 was carried out following the standard protocol Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA). After this literature review, only 6% of the articles on airborne transport from desert areas published in the last 50 years are in some way associated with airborne pollen, and of these, only a small proportion focus on the study of pollen-related parameters. The Iberian Peninsula is affected by Saharan intrusions due to its proximity to the African continent and is seeing an increasing trend the number of intrusion events. There is a close relationship among the conditions favouring the occurrence of intrusion episodes, the transport of particulate matter, and the transport of bioaerosols such as pollen grains, spores, or bacteria. The lack of linearity in this relationship and the different seasonal patterns in the occurrence of intrusion events and the pollen season of most plants hinders the study of the correspondence between both phenomena. It is therefore important to analyse the proportion of pollen that comes from regional sources and the proportion that travels over long distances, and the atmospheric conditions that cause greater pollen emission during dust episodes. Current advances in aerobiological techniques make it possible to identify bioaerosols such as pollen and spores that serve as indicators of long-distance transport from remote areas belonging to other bioclimatic and biogeographical units. A greater incidence of desert intrusion episodes may pose a challenge for both traditional systems and for the calibration and correct validation of automatic aerobiological monitoring methods.
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Affiliation(s)
- R M Rodríguez-Arias
- University of Castilla-La Mancha, Institute of Environmental Sciences (Botany), Toledo, Spain
| | - J Rojo
- Department of Pharmacology, Pharmacognosy and Botany, Faculty of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - F Fernández-González
- University of Castilla-La Mancha, Institute of Environmental Sciences (Botany), Toledo, Spain
| | - R Pérez-Badia
- University of Castilla-La Mancha, Institute of Environmental Sciences (Botany), Toledo, Spain.
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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: 2.0] [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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Cáliz J, Subirats J, Triadó-Margarit X, Borrego CM, Casamayor EO. Global dispersal and potential sources of antibiotic resistance genes in atmospheric remote depositions. ENVIRONMENT INTERNATIONAL 2022; 160:107077. [PMID: 35016024 DOI: 10.1016/j.envint.2022.107077] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 01/01/2022] [Accepted: 01/02/2022] [Indexed: 06/14/2023]
Abstract
Antibiotic resistance has become a major Global Health concern and a better understanding on the global spread mechanisms of antibiotic resistant bacteria (ARB) and intercontinental ARB exchange is needed. We measured atmospheric depositions of antibiotic resistance genes (ARGs) by quantitative (q)PCR in rain/snow collected fortnightly along 4 y. at a remote high mountain LTER (Long-Term Ecological Research) site located above the atmospheric boundary layer (free troposphere). Bacterial composition was characterized by 16S rRNA gene sequencing, and air mass provenances were determined by modelled back trajectories and rain/snow chemical composition. We hypothesize that the free troposphere may act as permanent reservoir and vector for ARB and ARGs global dispersal. We aimed to i) determine whether ARGs are long-range intercontinental and persistently dispersed through aerosols, ii) assess ARGs long-term atmospheric deposition dynamics in a remote high mountain area, and iii) unveil potential diffuse ARGs pollution sources. We showed that the ARGs sul1 (resistance to sulfonamides), tetO (resistance to tetracyclines), and intI1 (a proxy for horizontal gene transfer and anthropogenic pollution) were long-range and persistently dispersed in free troposphere aerosols. Major depositions of tetracyclines resistance matched with intensification of African dust outbreaks. Potential ARB mostly traced their origin back into agricultural soils. Our study unveils that air masses pathways are shaping ARGs intercontinental dispersal and global spread of antibiotic resistances, with potential predictability for interannual variability and remote deposition rates. Because climate regulates aerosolization and long-range air masses movement patterns, we call for a more careful evaluation of the connections between land use, climate change and ARB long-range intercontinental dispersal.
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Affiliation(s)
- Joan Cáliz
- Integrative Freshwater Ecology Group, Centre of Advanced Studies of Blanes-Spanish Council for Research CEAB-CSIC, Blanes E-17300, Spain.
| | - Jèssica Subirats
- Catalan Institute for Water Research (ICRA), Scientific and Technological Park of the University of Girona, Girona E-17003, Spain
| | - Xavier Triadó-Margarit
- Integrative Freshwater Ecology Group, Centre of Advanced Studies of Blanes-Spanish Council for Research CEAB-CSIC, Blanes E-17300, Spain
| | - Carles M Borrego
- Catalan Institute for Water Research (ICRA), Scientific and Technological Park of the University of Girona, Girona E-17003, Spain; Group of Molecular Microbial Ecology, Institute of Aquatic Ecology, University of Girona, Girona E-17003, Spain
| | - Emilio O Casamayor
- Integrative Freshwater Ecology Group, Centre of Advanced Studies of Blanes-Spanish Council for Research CEAB-CSIC, Blanes E-17300, Spain.
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7
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Šantl-Temkiv T, Amato P, Casamayor EO, Lee PKH, Pointing SB. OUP accepted manuscript. FEMS Microbiol Rev 2022; 46:6524182. [PMID: 35137064 PMCID: PMC9249623 DOI: 10.1093/femsre/fuac009] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 01/31/2022] [Accepted: 02/06/2022] [Indexed: 11/30/2022] Open
Abstract
The atmosphere connects habitats across multiple spatial scales via airborne dispersal of microbial cells, propagules and biomolecules. Atmospheric microorganisms have been implicated in a variety of biochemical and biophysical transformations. Here, we review ecological aspects of airborne microorganisms with respect to their dispersal, activity and contribution to climatic processes. Latest studies utilizing metagenomic approaches demonstrate that airborne microbial communities exhibit pronounced biogeography, driven by a combination of biotic and abiotic factors. We quantify distributions and fluxes of microbial cells between surface habitats and the atmosphere and place special emphasis on long-range pathogen dispersal. Recent advances have established that these processes may be relevant for macroecological outcomes in terrestrial and marine habitats. We evaluate the potential biological transformation of atmospheric volatile organic compounds and other substrates by airborne microorganisms and discuss clouds as hotspots of microbial metabolic activity in the atmosphere. Furthermore, we emphasize the role of microorganisms as ice nucleating particles and their relevance for the water cycle via formation of clouds and precipitation. Finally, potential impacts of anthropogenic forcing on the natural atmospheric microbiota via emission of particulate matter, greenhouse gases and microorganisms are discussed.
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Affiliation(s)
- Tina Šantl-Temkiv
- Department of Biology, Aarhus University, DK-8000 Aarhus, Denmark
- Stellar Astrophysics Centre, Department of Physics and Astronomy, Aarhus University, DK-8000 Aarhus, Denmark
| | - Pierre Amato
- Institut de Chimie de Clermont-Ferrand, SIGMA Clermont, CNRS, Université Clermont Auvergne, 63178, Clermont-Ferrand, France
| | - Emilio O Casamayor
- Centre for Advanced Studies of Blanes, Spanish Council for Research (CSIC), 17300, Blanes, Spain
| | - Patrick K H Lee
- School of Energy and Environment, City University of Hong Kong, Hong Kong, China
- State Key Laboratory of Marine Pollution, City University of Hong Kong, Hong Kong, China
| | - Stephen B Pointing
- Corresponding author: Yale-NUS College, National University of Singapore, 16 College Avenue West, Singapore 138527. Tel: +65 6601 1000; E-mail:
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General decline in the diversity of the airborne microbiota under future climatic scenarios. Sci Rep 2021; 11:20223. [PMID: 34642388 PMCID: PMC8511268 DOI: 10.1038/s41598-021-99223-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 09/07/2021] [Indexed: 01/02/2023] Open
Abstract
Microorganisms attached to aerosols can travel intercontinental distances, survive, and further colonize remote environments. Airborne microbes are influenced by environmental and climatic patterns that are predicted to change in the near future, with unknown consequences. We developed a new predictive method that dynamically addressed the temporal evolution of biodiversity in response to environmental covariates, linked to future climatic scenarios of the IPCC (AR5). We fitted these models against a 7-year monitoring of airborne microbes, collected in wet depositions. We found that Bacteria were more influenced by climatic variables than by aerosols sources, while the opposite was detected for Eukarya. Also, model simulations showed a general decline in bacterial richness, idiosyncratic responses of Eukarya, and changes in seasonality, with higher intensity within the worst-case climatic scenario (RCP 8.5). Additionally, the model predicted lower richness for airborne potential eukaryotic (fungi) pathogens of plants and humans. Our work pioneers on the potential effects of environmental variability on the airborne microbiome under the uncertain context of climate change.
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