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Chiera S, Bosco F, Mollea C, Piscitello A, Sethi R, Nollo G, Caola I, Tessarolo F. Staphylococcus epidermidis is a safer surrogate of Staphylococcus aureus in testing bacterial filtration efficiency of face masks. Sci Rep 2023; 13:21807. [PMID: 38071253 PMCID: PMC10710463 DOI: 10.1038/s41598-023-49005-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 12/02/2023] [Indexed: 12/18/2023] Open
Abstract
Face masks play a role in reducing the spread of airborne pathogens, providing that they have a good filtration performance, are correctly fitted and maintained. Bacterial Filtration Efficiency (BFE) is a key indicator for evaluating filtration performance according to both European and US standards, requiring the use of Staphylococcus aureus loaded aerosol. However, the generation and handling of a Biohazard group 2 bacterium aerosol require a careful management of the biological risk and pose limitations to the accessibility to this method. To mitigate these drawbacks, we investigated the use of S. epidermidis ATCC 12228, a Biohazard group 1 bacterium, as surrogate in BFE test. To this end, tests with the surrogate strain were performed to tune the method. Then, three face mask models, representative for both surgical and community masks, were tested according to the standard method and then using an aerosolized suspension of S. epidermidis. BFE% values were calculated for each mask model and tested microorganisms. Results showed that BFE test can be performed using the S. epidermidis instead of S. aureus, preserving results validity and turnaround time, but reducing residual risk for laboratory operators.
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Affiliation(s)
- Silvia Chiera
- Department of Industrial Engineering, University of Trento, Trento, Italy
| | - Francesca Bosco
- DISAT-Department of Applied Science and Technology, Politecnico di Torino, Torino, Italy.
| | - Chiara Mollea
- DISAT-Department of Applied Science and Technology, Politecnico di Torino, Torino, Italy
| | - Amelia Piscitello
- DIATI-Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Torino, Italy
| | - Rajandrea Sethi
- DIATI-Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Torino, Italy
| | - Giandomenico Nollo
- Department of Industrial Engineering, University of Trento, Trento, Italy
| | - Iole Caola
- Microbiology and Virology Department, Azienda Provinciale per i Servizi Sanitari di Trento, Trento, Italy
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Schoen ME, Jahne MA, Garland J, Ramirez L, Lopatkin AJ, Hamilton KA. Quantitative Microbial Risk Assessment of Antimicrobial Resistant and Susceptible Staphylococcus aureus in Reclaimed Wastewaters. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:15246-15255. [PMID: 34699171 PMCID: PMC8721656 DOI: 10.1021/acs.est.1c04038] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The annual risks of colonization, skin infection, bloodstream infection (BSI), and disease burden from exposures to antibiotic-resistant and susceptible Staphylococcus aureus (S. aureus) were estimated using quantitative microbial risk assessment (QMRA). We estimated the probability of nasal colonization after immersion in wastewater (WW) or greywater (GW) treated across a range of treatment alternatives and subsequent infection. Horizontal gene transfer was incorporated into the treatment model but had little effect on the predicted risk. The cumulative annual probability of infection (resulting from self-inoculation) was most sensitive to the treatment log10 reduction value (LRV), S. aureus concentration, and the newly calculated morbidity ratios and was below the health benchmark of 10-4 infections per person per year (ppy) given a treatment LRV of roughly 3.0. The predicted annual disability-adjusted life years (DALYs), which were dominated by BSI, were below the health benchmark of 10-6 DALYs ppy for resistant and susceptible S. aureus, given LRVs of 4.5 and 3.5, respectively. Thus, the estimated infection risks and disease burdens resulting from nasal colonization are below the relevant health benchmarks for risk-based, nonpotable, or potable reuse systems but possibly above for immersion in minimally treated GW or WW. Strain-specific data to characterize dose-response and concentration in WW are needed to substantiate the QMRA.
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Affiliation(s)
- Mary E Schoen
- Soller Environmental, LLC, 3022 King Street, Berkeley, California 94703, United States
| | - Michael A Jahne
- U.S. Environmental Protection Agency, Office of Research and Development, 26 W. Martin Luther King Drive, Cincinnati, Ohio 45268, United States
| | - Jay Garland
- U.S. Environmental Protection Agency, Office of Research and Development, 26 W. Martin Luther King Drive, Cincinnati, Ohio 45268, United States
| | - Lucia Ramirez
- School of Mathematical and Statistical Sciences, Arizona State University, Tempe, Arizona 85281, United States
| | - Allison J Lopatkin
- Department of Biology, Barnard College, New York, New York 10027, United States
- Department Ecology, Evolution, and Environmental Biology, Columbia University, New York, New York 10027, United States
- Data Science Institute, Columbia University, New York, New York 10027, United States
- Department of Systems Biology, Columbia University, New York, New York 10027, United States
| | - Kerry A Hamilton
- School of Sustainable Engineering and the Built Environment, 660 S College Avenue, Tempe Arizona 85281, United States
- The Biodesign Center for Environmental Health Engineering, 1001 S McAllister Avenue, Tempe Arizona 85287, United States
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Nagarkar M, Keely SP, Brinkman NE, Garland JL. Human- and infrastructure-associated bacteria in greywater. J Appl Microbiol 2021; 131:2178-2192. [PMID: 33905584 PMCID: PMC8682149 DOI: 10.1111/jam.15118] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 04/01/2021] [Accepted: 04/21/2021] [Indexed: 01/12/2023]
Abstract
Greywater, the wastewater from sinks, showers and laundry, is an understudied environment for bacterial communities. Most greywater studies focus on quantifying pathogens, often via proxies used in other wastewater, like faecal indicator bacteria; there is a need to identify more greywater-appropriate surrogates, like Staphylococcus sp. Sequencing-based studies have revealed distinct communities in different types of greywater as well as in different parts of greywater infrastructure, including biofilms on pipes, holding tanks and filtration systems. The use of metagenomic sequencing provides high resolution on both the taxa and genes present, which may be of interest in cases like identifying pathogens and surrogates relevant to different matrices, monitoring antibiotic resistance genes and understanding metabolic processes occurring in the system. Here, we review what is known about bacterial communities in different types of greywater and its infrastructure. We suggest that wider adoption of environmental sequencing in greywater research is important because it can describe the entire bacterial community along with its metabolic capabilities, including pathways for removal of nutrients and organic materials. We briefly describe a metagenomic dataset comparing different types of greywater samples in a college dormitory building to highlight the type of questions these methods can address. Metagenomic sequencing can help further the understanding of greywater treatment for reuse because it allows for identification of new pathogens or genes of concern.
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Affiliation(s)
- M Nagarkar
- Office of Research and Development, United States Environmental Protection Agency, Cincinnati, OH, USA
| | - S P Keely
- Office of Research and Development, United States Environmental Protection Agency, Cincinnati, OH, USA
| | - N E Brinkman
- Office of Research and Development, United States Environmental Protection Agency, Cincinnati, OH, USA
| | - J L Garland
- Office of Research and Development, United States Environmental Protection Agency, Cincinnati, OH, USA
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Boufafa M, Kadri S, Redder P, Bensouilah M. Occurrence and distribution of fecal indicators and pathogenic bacteria in seawater and Perna perna mussel in the Gulf of Annaba (Southern Mediterranean). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:46035-46052. [PMID: 33884549 DOI: 10.1007/s11356-021-13978-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 04/13/2021] [Indexed: 06/12/2023]
Abstract
The identification of fecal contamination in coastal marine ecosystems is one of the main requirements for evaluation of potential risks to human health. The objective of this study was to investigate the occurrence and distribution of fecal indicators and pathogenic bacteria in seawaters and mussels collected monthly during a period of 1 year from four different sites in Northeastern Algeria (sites S1 to S4), through biochemical and molecular analyses. Our research is the first to use molecular analysis to unambiguously identify the potentially pathogenic bacteria present in Algerian Perna perna mussels. The obtained results revealed that the levels of fecal indicator bacteria (FIB) from both P. perna and seawater samples largely exceeded the permissible limits at S2 and S3. This is mainly related to their location close to industrial and coastal activity zones, which contain a mixture of urban, agricultural, and industrial pollutants. Besides, P. perna collected from all sites were severalfold more contaminated by FIB than seawater samples, primarily during the warm season of the study period. Biochemical and molecular analyses showed that isolated bacteria from both seawater and mussels were mainly potentially pathogenic species such as E. coli, Salmonella spp., Staphylococcus spp., Klebsiella spp., Pseudomonas spp., and Proteus spp.
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Affiliation(s)
- Mouna Boufafa
- Laboratory of Eco-biology for Marine Environment and Coastlines, Faculty of Science, Badji Moukhtar University, BP 12, 23000, Annaba, Algeria.
| | - Skander Kadri
- Laboratory of Eco-biology for Marine Environment and Coastlines, Faculty of Science, Badji Moukhtar University, BP 12, 23000, Annaba, Algeria
| | - Peter Redder
- Laboratoire de Microbiologie et Génétique Moléculaires, Centre de Biologie Intégrative, Université Paul Sabatier, 118 Route de Narbonne, 31062, Toulouse, France.
| | - Mourad Bensouilah
- Laboratory of Eco-biology for Marine Environment and Coastlines, Faculty of Science, Badji Moukhtar University, BP 12, 23000, Annaba, Algeria
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Noman E, Al-Gheethi A, Talip BA, Mohamed R, Kassim AH. Inactivating pathogenic bacteria in greywater by biosynthesized Cu/Zn nanoparticles from secondary metabolite of Aspergillus iizukae; optimization, mechanism and techno economic analysis. PLoS One 2019; 14:e0221522. [PMID: 31513594 PMCID: PMC6742378 DOI: 10.1371/journal.pone.0221522] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Accepted: 08/08/2019] [Indexed: 11/18/2022] Open
Abstract
The inactivation of antibiotic resistant Escherichia coli (Gram negative) and Staphylococcus aureus (Gram positive) seeded in greywater by bimetallic bio-nanoparticles was optimized by using response surface methodology (RSM). The bimetallic nanoparticles (Cu/Zn NPs) were synthesized in secondary metabolite of a novel fungal strain identified as Aspergillus iizukae EAN605 grown in pumpkin medium. Cu/Zn NPs were very effective for inhibiting growth of E. coli and S. aureus. The maximum inactivation was optimized with 0.028 mg mL-1 of Cu/Zn NPs, at pH 6 and after 60 min, at which the reduction of E. coli and S. aureus was 5.6 vs. 5.3 and 5.2 vs. 5.4 log reduction for actual and predicted values, respectively. The inactivation mechanism was described based on the analysis of untreated and treated bacterial cells by Field emission scanning electron microscopy (FESEM), Energy Dispersive X-Ray Spectroscopy (EDS), Atomic Force Microscopy (AFM) revealed a damage in the cell wall structure due to the effect of Cu/Zn NPs. Moreover, the Raman Spectroscopy showed that the Cu/Zn NPs led to degradation of carbohydrates and amino structures on the bacteria cell wall. The Fourier transform infrared spectroscopy (FTIR) analysis confirmed that the destruction take place in the C-C bond of the functional groups available in the bacterial cell wall. The techno economic analysis revealed that the biosynthesis Cu/Zn NPs is economically feasible. These findings demonstrated that Cu/Zn NPs can effectively inhibit pathogenic bacteria in the greywater.
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Affiliation(s)
- Efaq Noman
- Department of Applied Microbiology, Faculty of Applied Sciences, Taiz University, Taiz, Yemen.,Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia (UTHM), KM1, Jalan Panchor, Pagoh, Muar, Johor, Malaysia
| | - Adel Al-Gheethi
- Micro-pollutant Research Centre (MPRC), Department of Water and Environmental Engineering, Faculty of Civil & Environmental Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia
| | - Balkis A Talip
- Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia (UTHM), KM1, Jalan Panchor, Pagoh, Muar, Johor, Malaysia
| | - Radin Mohamed
- Micro-pollutant Research Centre (MPRC), Department of Water and Environmental Engineering, Faculty of Civil & Environmental Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia
| | - Amir Hashim Kassim
- Micro-pollutant Research Centre (MPRC), Department of Water and Environmental Engineering, Faculty of Civil & Environmental Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia
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Shoults DC, Ashbolt NJ. Decreased efficacy of UV inactivation of Staphylococcus aureus after multiple exposure and growth cycles. Int J Hyg Environ Health 2019; 222:111-116. [DOI: 10.1016/j.ijheh.2018.08.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 08/14/2018] [Accepted: 08/14/2018] [Indexed: 10/28/2022]
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UV Disinfection of Hand-Rinse Greywater and Performance Testing Using Indigenous Staphylococcus spp. WATER 2017. [DOI: 10.3390/w9120963] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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