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Benton LD, Lopez-Galvez N, Herman C, Caporaso JG, Cope EK, Rosales C, Gameros M, Lothrop N, Martínez FD, Wright AL, Carr TF, Beamer PI. Environmental and structural factors associated with bacterial diversity in household dust across the Arizona-Sonora border. Sci Rep 2024; 14:12803. [PMID: 38834753 PMCID: PMC11150412 DOI: 10.1038/s41598-024-63356-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 05/28/2024] [Indexed: 06/06/2024] Open
Abstract
We previously reported that asthma prevalence was higher in the United States (US) compared to Mexico (MX) (25.8% vs. 8.4%). This investigation assessed differences in microbial dust composition in relation to demographic and housing characteristics on both sides of the US-MX Border. Forty homes were recruited in the US and MX. Home visits collected floor dust and documented occupants' demographics, asthma prevalence, housing structure, and use characteristics. US households were more likely to have inhabitants who reported asthma when compared with MX households (30% vs. 5%) and had significantly different flooring types. The percentage of households on paved roads, with flushing toilets, with piped water and with air conditioning was higher in the US, while dust load was higher in MX. Significant differences exist between countries in the microbial composition of the floor dust. Dust from Mexican homes was enriched with Alishewanella, Paracoccus, Rheinheimera genera and Intrasporangiaceae family. A predictive metagenomics analysis identified 68 significantly differentially abundant functional pathways between US and MX. This study documented multiple structural, environmental, and demographic differences between homes in the US and MX that may contribute to significantly different microbial composition of dust observed in these two countries.
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Affiliation(s)
- Lauren D Benton
- Department of Pediatrics, Steele Children's Research Center, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA.
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA.
| | - Nicolas Lopez-Galvez
- Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, PO 245210, Tucson, AZ, 85724, USA
- San Diego State University Research Foundation, San Diego State University, 5250 Campanile Dr, San Diego, CA, 92182, USA
| | - Chloe Herman
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, 1350 S Knoles Dr, Flagstaff, AZ, 86011, USA
- School of Informatics, Computing and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - J Gregory Caporaso
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, 1350 S Knoles Dr, Flagstaff, AZ, 86011, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
- School of Informatics, Computing and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Emily K Cope
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, 1350 S Knoles Dr, Flagstaff, AZ, 86011, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - Cecilia Rosales
- Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, PO 245210, Tucson, AZ, 85724, USA
| | - Mercedes Gameros
- Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, PO 245210, Tucson, AZ, 85724, USA
| | - Nathan Lothrop
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA
- Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, PO 245210, Tucson, AZ, 85724, USA
| | - Fernando D Martínez
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA
| | - Anne L Wright
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA
| | - Tara F Carr
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA
| | - Paloma I Beamer
- Asthma and Airway Disease Research Center, University of Arizona, College of Medicine, University of Arizona Health Sciences, 1501 N. Campbell Avenue, Tucson, AZ, 85724, USA
- Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, PO 245210, Tucson, AZ, 85724, USA
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Hu P, Sharaby Y, Gu J, Radian A, Lang‐Yona N. Environmental processes and health implications potentially mediated by dust-borne bacteria. ENVIRONMENTAL MICROBIOLOGY REPORTS 2024; 16:e13222. [PMID: 38151778 PMCID: PMC10866058 DOI: 10.1111/1758-2229.13222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/29/2023] [Indexed: 12/29/2023]
Abstract
Understanding microbial migration and survival mechanisms in dust events (DEs) can elucidate genetic and metabolic exchange between environments and help predict the atmospheric pathways of ecological and health-related microbial stressors. Dust-borne microbial communities have been previously characterized, but the impact and interactions between potentially active bacteria within transported communities remain limited. Here, we analysed samples collected during DEs in Israel, using amplicon sequencing of the 16S rRNA genes and transcripts. Different air trajectories and wind speeds were associated not only with the genomic microbial community composition variations but also with specific 16S rRNA bacterial transcripts. Potentially active dust-borne bacteria exhibited positive interactions, including carbon and nitrogen cycling, biotransformation of heavy metals, degradation of organic compounds, biofilm formation, and the presence of pathogenic taxa. This study provides insights into the potential interactive relationships and survival strategies of microorganisms within the extreme dust environment.
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Affiliation(s)
- Pengfei Hu
- Civil and Environmental EngineeringTechnion—Israel Institute of TechnologyHaifaIsrael
- Environmental Science and Engineering Research GroupGuangdong Technion—Israel Institute of TechnologyShantouGuangdongChina
| | - Yehonatan Sharaby
- Civil and Environmental EngineeringTechnion—Israel Institute of TechnologyHaifaIsrael
- Present address:
Department of Biology and EnvironmentUniversity of HaifaOranimTivonIsrael
| | - Ji‐Dong Gu
- Environmental Science and Engineering Research GroupGuangdong Technion—Israel Institute of TechnologyShantouGuangdongChina
- Guangdong Provincial Key Laboratory of Materials and Technologies for Energy ConversionGuangdong Technion—Israel Institute of TechnologyShantouGuangdongChina
| | - Adi Radian
- Civil and Environmental EngineeringTechnion—Israel Institute of TechnologyHaifaIsrael
| | - Naama Lang‐Yona
- Civil and Environmental EngineeringTechnion—Israel Institute of TechnologyHaifaIsrael
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Das S, McEwen A, Prospero J, Spalink D, Chellam S. Respirable Metals, Bacteria, and Fungi during a Saharan-Sahelian Dust Event in Houston, Texas. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:19942-19955. [PMID: 37943153 PMCID: PMC10862556 DOI: 10.1021/acs.est.3c04158] [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: 06/05/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/10/2023]
Abstract
Although airborne bacteria and fungi can impact human, animal, plant, and ecosystem health, very few studies have investigated the possible impact of their long-range transport in the context of more commonly measured aerosol species, especially those present in an urban environment. We report first-of-kind simultaneous measurements of the elemental and microbial composition of North American respirable airborne particulate matter concurrent with a Saharan-Sahelian dust episode. Comprehensive taxonomic and phylogenetic profiles of microbial communities obtained by 16S/18S/ITS rDNA sequencing identified hundreds of bacteria and fungi, including several cataloged in the World Health Organization's lists of global priority human pathogens along with numerous other animal and plant pathogens and (poly)extremophiles. While elemental analysis sensitively tracked long-range transported Saharan dust and its mixing with locally emitted aerosols, microbial diversity, phylogeny, composition, and abundance did not well correlate with the apportioned African dust mass. Bacterial/fungal diversity, phylogenetic signal, and community turnover were strongly correlated to apportioned sources (especially vehicular emissions and construction activities) and elemental composition (especially calcium). Bacterial communities were substantially more dissimilar from each other across sampling days than were fungal communities. Generalized dissimilarity modeling revealed that daily compositional turnover in both communities was linked to calcium concentrations and aerosols from local vehicles and Saharan dust. Because African dust is known to impact large areas in northern South America, the Caribbean Basin, and the southern United States, the microbiological impacts of such long-range transport should be assessed in these regions.
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Affiliation(s)
- Sourav Das
- Department
of Civil & Environmental Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Alyvia McEwen
- Department
of Civil & Environmental Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Joseph Prospero
- Rosenstiel
School of Marine and Atmospheric Science, University of Miami, Miami, Florida 33149, United States
| | - Daniel Spalink
- Department
of Ecology and Conservation Biology, Texas
A&M University, College
Station, Texas 77843, United States
| | - Shankararaman Chellam
- Department
of Civil & Environmental Engineering, Texas A&M University, College Station, Texas 77843, United States
- Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
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Walters KE, Capocchi JK, Albright MBN, Hao Z, Brodie EL, Martiny JBH. Routes and rates of bacterial dispersal impact surface soil microbiome composition and functioning. THE ISME JOURNAL 2022; 16:2295-2304. [PMID: 35778440 PMCID: PMC9477824 DOI: 10.1038/s41396-022-01269-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 06/02/2022] [Accepted: 06/08/2022] [Indexed: 12/21/2022]
Abstract
Recent evidence suggests that, similar to larger organisms, dispersal is a key driver of microbiome assembly; however, our understanding of the rates and taxonomic composition of microbial dispersal in natural environments is limited. Here, we characterized the rate and composition of bacteria dispersing into surface soil via three dispersal routes (from the air above the vegetation, from nearby vegetation and leaf litter near the soil surface, and from the bulk soil and litter below the top layer). We then quantified the impact of those routes on microbial community composition and functioning in the topmost litter layer. The bacterial dispersal rate onto the surface layer was low (7900 cells/cm2/day) relative to the abundance of the resident community. While bacteria dispersed through all three routes at the same rate, only dispersal from above and near the soil surface impacted microbiome composition, suggesting that the composition, not rate, of dispersal influenced community assembly. Dispersal also impacted microbiome functioning. When exposed to dispersal, leaf litter decomposed faster than when dispersal was excluded, although neither decomposition rate nor litter chemistry differed by route. Overall, we conclude that the dispersal routes transport distinct bacterial communities that differentially influence the composition of the surface soil microbiome.
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Affiliation(s)
- Kendra E Walters
- Department of Ecology and Evolutionary Biology, University of California - Irvine, Irvine, CA, USA.
| | - Joia K Capocchi
- Department of Ecology and Evolutionary Biology, University of California - Irvine, Irvine, CA, USA
| | | | - Zhao Hao
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, 94720, USA
| | - Eoin L Brodie
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, 94720, USA
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA, 94720, USA
| | - Jennifer B H Martiny
- Department of Ecology and Evolutionary Biology, University of California - Irvine, Irvine, CA, USA
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Gat D, Reicher N, Schechter S, Alayof M, Tarn MD, Wyld BV, Zimmermann R, Rudich Y. Size-Resolved Community Structure of Bacteria and Fungi Transported by Dust in the Middle East. Front Microbiol 2021; 12:744117. [PMID: 34858365 PMCID: PMC8631519 DOI: 10.3389/fmicb.2021.744117] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 10/01/2021] [Indexed: 11/13/2022] Open
Abstract
The atmosphere plays an important role in transporting microorganisms on a global scale, yet the processes affecting the composition of the airborne microbiome, the aerobiome, are not fully outlined. Here we present the community compositions of bacteria and fungi obtained by DNA amplicon-sequencing of aerosol samples collected in a size-resolved manner during nine consecutive days in central Israel. The campaign captured dust events originating from the Sahara and the Arabian deserts, as well as days without dust ("clear days"). We found that the source of the aerosol was the main variable contributing to the composition of both fungal and bacterial communities. Significant differences were also observed between communities representing particles of different sizes. We show evidence for the significant transport of bacteria as cell-aggregates and/or via bacterial attachment to particles during dust events. Our findings further point to the mixing of local and transported bacterial communities, observed mostly in particles smaller than 0.6 μm in diameter, representing bacterial single cells. Fungal communities showed the highest dependence on the source of the aerosols, along with significant daily variability, and without significant mixing between sources, possibly due to their larger aerodynamic size and shorter atmospheric residence times. These results, obtained under highly varied atmospheric conditions, provide significant assurances to previously raised hypotheses and could set the course for future studies on aerobiome composition.
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Affiliation(s)
- Daniella Gat
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot, Israel
- Joint Mass Spectrometry Centre (JMSC), Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München – German Research Center for Environmental Health (GmbH), Munich, Germany
| | - Naama Reicher
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Shai Schechter
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Matan Alayof
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Mark D. Tarn
- Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds, United Kingdom
| | - Bethany V. Wyld
- Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds, United Kingdom
| | - Ralf Zimmermann
- Joint Mass Spectrometry Centre (JMSC), Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München – German Research Center for Environmental Health (GmbH), Munich, Germany
- Joint Mass Spectrometry Centre, Chair of Analytical Chemistry, Institute of Chemistry, University of Rostock, Rostock, Germany
| | - Yinon Rudich
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot, Israel
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