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Hu YN, Wan WD, Wu JT, Lai TN, Ali W, He SS, Liu S, Li X, Tang ZR, Wang CY, Yan C. Bioaerosols emission from source facilities in a wastewater treatment plant: Critical exposure time and sensitivity analysis. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 360:124611. [PMID: 39053806 DOI: 10.1016/j.envpol.2024.124611] [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: 02/02/2024] [Revised: 06/22/2024] [Accepted: 07/23/2024] [Indexed: 07/27/2024]
Abstract
Overexposure of sewage workers to bioaerosol released from wastewater treatment plants (WWTPs) can cause serious infections, but practical method for controlling their health risk is lacking. In this study, reverse quantitative microbial risk assessment was used to estimate the daily critical exposure time (CET) of sewage workers exposing to Staphylococcus aureus bioaerosol emitted by three emission sources facilities in a WWTP based on either U.S. EPA or WHO benchmark, and sensitivity analysis was conducted to analyze the influence of various parameters on the outcomes of CET. The results showed that the CET of females was always 1.12-1.29 times that of males. In addition, the CET after wearing face masks was 28.28-52.37 times as long as before. The working time can be determined based on the CET results of male workers wearing face masks exposed to the inverted-umbrella aeration tank (14.73-550.98 min for U.S. EPA benchmark and 55.07-1972.24 min for WHO benchmark). In each scenario, the variable parameter exposure concentration (ec) always showed the most influence on the CET results. After wearing the face masks, the removal fraction by employing face masks also had a significant effect on the results, only second to ec. Therefore, the wearing of face mask is the most convenient and effective measure to prolong the CET. Furthermore, practical methods to reducing bioaerosol concentration in WWTPs exposure are also necessary to extend CET and safeguard worker health. This study enriches the application range of reverse quantitative microbial risk assessment framework and provides theoretical support for stakeholders to establish reasonable working time threshold guidelines, and practical method and novel perspective to protect the on-site health risks of sewage workers exposing to various facilities.
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Affiliation(s)
- Yi-Ning Hu
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, PR China
| | - Wei-di Wan
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, PR China
| | - Jun-Ting Wu
- National Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, 550025, PR China
| | - Tian-Nuo Lai
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, PR China
| | - Wajid Ali
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, PR China
| | - Shan-Shan He
- Central & Southern China Municipal Engineering Design and Research Institute Co, Ltd., Wuhan, 430010, PR China
| | - Sai Liu
- CITIC Treated Water Into River Engineering Investment Co., Ltd., Wuhan, 430200, PR China
| | - Xiang Li
- Three Gorges Base Development Co., Ltd., Yichang, 443002, PR China
| | - Zhe-Ren Tang
- YANGTZE Eco-Environment Engineering Research Center, China Three Gorges Corporation, Beijing, 100038, PR China
| | - Cheng-Yun Wang
- PowerChina Guiyang Engineering Corp. Ltd., Guizhou, 550081, PR China
| | - Cheng Yan
- School of Environmental Studies, China University of Geosciences, Wuhan, 430074, PR China.
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2
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Komatsu S, Fujinaga C, Nakanishi N. Detection of Legionella spp. in influent wastewater in Kobe City, Japan. JOURNAL OF WATER AND HEALTH 2024; 22:2054-2059. [PMID: 39611668 DOI: 10.2166/wh.2024.167] [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: 05/08/2024] [Accepted: 09/30/2024] [Indexed: 11/30/2024]
Abstract
Legionella is an important waterborne pathogen that causes Legionnaires' disease (LD). Several outbreaks associated with wastewater treatment plants (WWTPs) have been reported in recent years; however, the prevalence of Legionella in WWTPs in Japan has rarely been investigated. In this study, we investigated the distribution of Legionella in influent wastewater collected from two WWTPs in Kobe, Japan between April 2023 and March 2024. The concentrations for Legionella in all seasons varied between 104 and 106 copies/100 mL in all seasons. Among the 10 Legionella species detected in the influent wastewater, Legionella pneumophila was the most commonly isolated. Genotyping revealed that pathogenic L. pneumophila strains were widely distributed in the influent wastewater in Japan with genetic diversity. LD is one of the most important infectious diseases during natural disasters. This study highlights the importance of influent wastewater as a potential source of LD in Japan, where natural disasters occur frequently.
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Affiliation(s)
- Shoko Komatsu
- Department of Infectious Diseases, Kobe Institute of Health, Kobe, Japan
| | - Chinami Fujinaga
- Department of Infectious Diseases, Kobe Institute of Health, Kobe, Japan
| | - Noriko Nakanishi
- Department of Infectious Diseases, Kobe Institute of Health, Kobe, Japan E-mail:
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Pijnacker R, Brandsema P, Euser S, Vahidnia A, Kuiter A, Limaheluw J, Schout C, Haj Mohammad G, Raven S. An outbreak of Legionnaires' disease linked to a municipal and industrial wastewater treatment plant, The Netherlands, September-October 2022. Euro Surveill 2024; 29:2300506. [PMID: 38757288 PMCID: PMC11100293 DOI: 10.2807/1560-7917.es.2024.29.20.2300506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 02/19/2024] [Indexed: 05/18/2024] Open
Abstract
Wastewater treatment plants (WWTPs) are increasingly identified as Legionnaires' disease (LD) sources. An outbreak investigation was initiated following five LD cases reported in September 2022 in Houten, the Netherlands. Case identification was based on the European LD case definition, with symptom onset from 1 September 2022, residence in or within 5 km of Houten, or visit to Houten within the incubation period, without other likely sources. We sampled potential sources and genotyped environmental and clinical isolates. We identified 15 LD cases with onset between 13 September and 23 October 2022. A spatial source identification and wind direction model suggested an industrial (iWWTP) and a municipal WWTP (mWWTP) as potential sources, with the first discharging water into the latter. Both tested positive for Legionella pneumophila serogroups 1 and 6 with multiple sequence types (ST). We detected L. pneumophila sg1 ST42 in the mWWTP, matching with one of three available clinical isolates. Following control measures at the WWTPs, no further cases were observed. This outbreak underlines that municipal and industrial WWTPs can play an important role in community LD cases and outbreaks, especially those with favourable conditions for Legionella growth and dissemination, or even non-favourable conditions for growth but with the influx of contaminated water.
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Affiliation(s)
- Roan Pijnacker
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Department of Infectious Diseases, Public Health Service region Utrecht (GGD), Zeist, the Netherlands
| | - Petra Brandsema
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Sjoerd Euser
- Regional Public Health Laboratory Kennemerland, Haarlem, the Netherlands
| | - Ali Vahidnia
- Regional Public Health Laboratory Kennemerland, Haarlem, the Netherlands
| | - Arnold Kuiter
- Environmental Services Regarding Authorization and Enforcement (RUD Utrecht), Utrecht, the Netherlands
| | - Jesse Limaheluw
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Christine Schout
- Department of Infectious Diseases, Public Health Service region Utrecht (GGD), Zeist, the Netherlands
| | - Gaaled Haj Mohammad
- Department of Infectious Diseases, Public Health Service region Utrecht (GGD), Zeist, the Netherlands
| | - Stijn Raven
- Department of Infectious Diseases, Public Health Service region Utrecht (GGD), Zeist, the Netherlands
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Zhu Y, Liu D. Legionella. MOLECULAR MEDICAL MICROBIOLOGY 2024:1547-1557. [DOI: 10.1016/b978-0-12-818619-0.00071-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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5
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van den Berg H, Lodder W, Bartels A, Brandsema P, Vermeulen L, Lynch G, Euser S, de Roda Husman AM. Legionella detection in wastewater treatment plants with increased risk for Legionella growth and emission. JOURNAL OF WATER AND HEALTH 2023; 21:1291-1302. [PMID: 37756196 PMCID: wh_2023_164 DOI: 10.2166/wh.2023.164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/29/2023]
Abstract
Legionnaires' disease (LD) is a severe pneumonia mainly caused by the bacterium Legionella pneumophila. Although many environmental sources of LD have been described, the sources of the majority of non-outbreak LD cases have not been identified. In several outbreaks in the Netherlands, wastewater treatment plants (WWTPs) were identified as the most likely source of infection. In this study, four criteria for Legionella growth and emission to air and surface waters were selected based on the literature and a risk matrix was drafted. An inventory was made of all WWTPs and their characteristics in the Netherlands. The risk matrix was applied to identify WWTPs at risk for Legionella growth and emission. Wastewater was collected at WWTPs with moderate to high risk for Legionella growth and emission. In 18% of the sampled WWTPs, Legionella spp. was detected using culture methods. The presented risk matrix can be used to assess the risks of Legionella growth and emission for WWTPs and support surveillance by prioritizing WWTPs. When Legionella is detected in the wastewater, it is recommended to take action to prevent emission to air or discharge on surface waters and, if possible, reduce the Legionella concentration.
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Affiliation(s)
- Harold van den Berg
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Center for Zoonoses and Environmental Microbiology, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands E-mail:
| | - Willemijn Lodder
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Center for Zoonoses and Environmental Microbiology, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
| | - Alvin Bartels
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, National Coordination Centre for Communicable Disease Control, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
| | - Petra Brandsema
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Centre for Infectious Diseases, Epidemiology and Surveillance, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
| | - Lucie Vermeulen
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Center for Zoonoses and Environmental Microbiology, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
| | - Gretta Lynch
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Center for Zoonoses and Environmental Microbiology, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
| | - Sjoerd Euser
- Regional Public Health Laboratory Kennemerland, Boerhaavelaan 26, 2035 RC, Haarlem, The Netherlands
| | - Ana Maria de Roda Husman
- National Institute for Public Health and The Environment (RIVM), Centre for Infectious Disease Control, Center for Zoonoses and Environmental Microbiology, P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
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Kanarek P, Bogiel T, Breza-Boruta B. Legionellosis risk-an overview of Legionella spp. habitats in Europe. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:76532-76542. [PMID: 36161570 PMCID: PMC9511453 DOI: 10.1007/s11356-022-22950-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 09/05/2022] [Indexed: 05/28/2023]
Abstract
An increase in the number of reports of legionellosis in the European Union and the European Economic Area have been recorded in recent years. The increase in cases is significant: from 6947 reports in 2015 to 11,298 in 2019. This is alarming as genus Legionella, which comprises a large group of bacteria inhabiting various aquatic systems, poses a serious threat to human health and life, since more than 20 species can cause legionellosis, with L. pneumophila being responsible for the majority of cases. The ability to colonize diverse ecosystems makes the eradication of these microorganisms difficult. A detailed understanding of the Legionella habitat may be helpful in the effective control of this pathogen. This paper provides an overview of Legionella environments in Europe: natural (lakes, groundwater, rivers, compost, soil) and anthropogenic (fountains, air humidifiers, water supply systems), and the role of Legionella spp. in nosocomial infections, which are potentially fatal for children, the elderly and immunocompromised patients.
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Affiliation(s)
- Piotr Kanarek
- Department of Microbiology and Food Technology, Faculty of Agriculture and Biotechnology, Bydgoszcz University of Science and Technology, 6 Bernardyńska Street, 85-029, Bydgoszcz, Poland
| | - Tomasz Bogiel
- Department of Microbiology, Ludwik Rydygier Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 9 Skłodowska-Curie Street, 85-094, Bydgoszcz, Poland
| | - Barbara Breza-Boruta
- Department of Microbiology and Food Technology, Faculty of Agriculture and Biotechnology, Bydgoszcz University of Science and Technology, 6 Bernardyńska Street, 85-029, Bydgoszcz, Poland.
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Analysis of Environmental and Pathogenic Bacteria Attached to Aerosol Particles Size-Separated with a Metal Mesh Device. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095773. [PMID: 35565166 PMCID: PMC9099785 DOI: 10.3390/ijerph19095773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/04/2022] [Accepted: 05/06/2022] [Indexed: 02/01/2023]
Abstract
Metal mesh devices (MMDs) are novel materials that enable the precise separation of particles by size. Structurally, MMDs consist of a periodic arrangement of square apertures of characteristic shapes and sizes on a thin nickel membrane. The present study describes the separation of aerosol particles using palm-top-size collection devices equipped with three types of MMDs differing in pore size. Aerosols were collected at a farm located in the suburbs of Nairobi, Kenya; aerosol particles were isolated, and pathogenic bacteria were identified in this microflora by next-generation sequencing analysis. The composition of the microflora in aerosol particles was found to depend on particle size. Gene fragments were obtained from the collected aerosols by PCR using primers specific for the genus Mycobacterium. This analysis showed that Mycobacterium obuense, a non-tuberculous species of mycobacteria that causes lung diseases, was present in these aerosols. These findings showed that application of this MMD analytical protocol to aerosol particles can facilitate the investigation of airborne pathogenic bacteria.
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Timmis K, Verstraete W. Multiple intertwined crises facing humanity necessitate a European Environmental Research Organization. Microb Biotechnol 2022; 15:1031-1034. [PMID: 35316575 PMCID: PMC8966009 DOI: 10.1111/1751-7915.14054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 03/14/2022] [Indexed: 11/30/2022] Open
Abstract
The planet is experiencing all manner of environmental crises, and crises that have their origins in the environment, including global warming, pollution of the air, soil, marine systems and freshwater, loss of habitats and species extinctions, transmission of deadly animal infections to humans, the spread of antimicrobial resistance, to name just a few. Planetary boundaries are being successively breached. Devising and implementing optimal solution and mitigation strategies urgently requires the best possible scientific brains to be harnessed and focused on environmental crises. It is imperative to establish authoritative leadership and the intellectual and organisational framework for this: a European Environmental Research Organisation, modelled on the European Molecular Biology Organisation (EMBO) and Laboratory (EMBL), whose mission is to carry out pioneering research on environmental crisis‐relevant topics, communicate its findings and recommendations to governments, their agencies, the general public, business and other stakeholders, and create outstanding research leaders to populate the best institutions worldwide – a global network of top scientists working together to understand the causes and nature of crises and to devise effective solutions.
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Affiliation(s)
- Kenneth Timmis
- Institute of MicrobiologyTechnical UniversityBraunschweigGermany
| | - Willy Verstraete
- Center for Microbial Ecology and Technology (CMET)Ghent UniversityGhentBelgium
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Probabilistic Analysis of a French Legionellosis Outbreak Shows Potential Role of Wastewater Basin. Microorganisms 2022; 10:microorganisms10020422. [PMID: 35208875 PMCID: PMC8875701 DOI: 10.3390/microorganisms10020422] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
Based on the data from a French outbreak of legionellosis, a probabilistic approach was developed to analyze and assess the potential role of several suspected sources of contamination. Potential dates of exposure of all cases were determined using back-calculation, using two probability distribution functions to model incubation period. A probabilistic analysis and risk assessment were then used to determine the most probable sources of contamination for each wave of the outbreak. The risk assessment was based on parameters representing emission and dispersion of Legionella: level and duration of emission; aerosol dispersion capacity; and probability of potential exposure for each patient. Four types of facilities containing the Legionella epidemic strain were analyzed: cooling towers, aerated wastewater basins, high pressure water cleaners, and car wash stations. The results highlighted the potential role of an aerated wastewater basin in the outbreak in addition to cooling towers. The role of high-pressure water cleaners and car wash stations appeared to be non-significant. This study also reveals the lack of knowledge on facility parameters that can be useful for microbial risk assessments. This type of probabilistic analysis can be used to quantitatively assess the risk for various facilities in order to manage a legionellosis outbreak.
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10
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Molecular Methods for Pathogenic Bacteria Detection and Recent Advances in Wastewater Analysis. WATER 2021. [DOI: 10.3390/w13243551] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
With increasing concerns about public health and the development of molecular techniques, new detection tools and the combination of existing approaches have increased the abilities of pathogenic bacteria monitoring by exploring new biomarkers, increasing the sensitivity and accuracy of detection, quantification, and analyzing various genes such as functional genes and antimicrobial resistance genes (ARG). Molecular methods are gradually emerging as the most popular detection approach for pathogens, in addition to the conventional culture-based plate enumeration methods. The analysis of pathogens in wastewater and the back-estimation of infections in the community, also known as wastewater-based epidemiology (WBE), is an emerging methodology and has a great potential to supplement current surveillance systems for the monitoring of infectious diseases and the early warning of outbreaks. However, as a complex matrix, wastewater largely challenges the analytical performance of molecular methods. This review synthesized the literature of typical pathogenic bacteria in wastewater, types of biomarkers, molecular methods for bacterial analysis, and their recent advances in wastewater analysis. The advantages and limitation of these molecular methods were evaluated, and their prospects in WBE were discussed to provide insight for future development.
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Ginn O, Rocha-Melogno L, Bivins A, Lowry S, Cardelino M, Nichols D, Tripathi SN, Soria F, Andrade M, Bergin M, Deshusses MA, Brown J. Detection and Quantification of Enteric Pathogens in Aerosols Near Open Wastewater Canals in Cities with Poor Sanitation. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:14758-14771. [PMID: 34669386 DOI: 10.1021/acs.est.1c05060] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Urban sanitation infrastructure is inadequate in many low-income countries, leading to the presence of highly concentrated, uncontained fecal waste streams in densely populated areas. Combined with mechanisms of aerosolization, airborne transport of enteric microbes and their genetic material is possible in such settings but remains poorly characterized. We detected and quantified enteric pathogen-associated gene targets in aerosol samples near open wastewater canals (OWCs) or impacted (receiving sewage or wastewater) surface waters and control sites in La Paz, Bolivia; Kanpur, India; and Atlanta, USA, via multiplex reverse-transcription qPCR (37 targets) and ddPCR (13 targets). We detected a wide range of enteric targets, some not previously reported in extramural urban aerosols, with more frequent detections of all enteric targets at higher densities in La Paz and Kanpur near OWCs. We report density estimates ranging up to 4.7 × 102 gc per mair3 across all targets including heat-stable enterotoxigenic Escherichia coli, Campylobacter jejuni, enteroinvasive E. coli/Shigella spp., Salmonella spp., norovirus, and Cryptosporidium spp. Estimated 25, 76, and 0% of samples containing positive pathogen detects were accompanied by culturable E. coli in La Paz, Kanpur, and Atlanta, respectively, suggesting potential for viability of enteric microbes at the point of sampling. Airborne transmission of enteric pathogens merits further investigation in cities with poor sanitation.
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Affiliation(s)
- Olivia Ginn
- Department of Civil and Environmental Engineering and Earth Science, University of Notre Dame, Notre Dame, Indiana 46656, United States
| | - Lucas Rocha-Melogno
- Department of Civil and Environmental Engineering, and Duke Global Health Institute, Duke University, Durham, North Carolina 27708, United States
- ICF, 2635 Meridian Parkway Suite 200, Durham, North Carolina 27713, United States
| | - Aaron Bivins
- Department of Civil and Environmental Engineering and Earth Science, University of Notre Dame, Notre Dame, Indiana 46656, United States
| | - Sarah Lowry
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Maria Cardelino
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Dennis Nichols
- Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States
| | - Sachchida Nand Tripathi
- Department of Civil Engineering & Centre for Environmental Science and Engineering, Indian Institute of Technology - Kalyanpur, Kanpur 208016, Uttar Pradesh, India
| | - Freddy Soria
- Centro de Investigación en Agua, Energía y Sostenibilidad, Universidad Católica Boliviana "San Pablo", La Paz 4807, Bolivia
| | - Marcos Andrade
- Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andres, La Paz 1995, Bolivia
- Department of Atmospheric and Oceanic Sciences, University of Maryland, College Park, Maryland 20742, United States
| | - Mike Bergin
- Department of Civil and Environmental Engineering, and Duke Global Health Institute, Duke University, Durham, North Carolina 27708, United States
| | - Marc A Deshusses
- Department of Civil and Environmental Engineering, and Duke Global Health Institute, Duke University, Durham, North Carolina 27708, United States
| | - Joe Brown
- Deparment of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina 27599, United States
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