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Hofstetter J, Holcomb DA, Kahler AM, Rodrigues C, da Silva ALBR, Mattioli MC. Performance of Conditional Random Forest and Regression Models at Predicting Human Fecal Contamination of Produce Irrigation Ponds in the Southeastern United States. ACS ES&T WATER 2024; 4:5844-5855. [PMID: 39734778 PMCID: PMC11672865 DOI: 10.1021/acsestwater.4c00839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2024]
Abstract
Irrigating fresh produce with contaminated water contributes to the burden of foodborne illness. Identifying fecal contamination of irrigation waters and characterizing fecal sources and associated environmental factors can help inform fresh produce safety and health hazard management. Using two previously collected data sets, we developed and evaluated the performance of logistic regression and conditional random forest models for predicting general and human-specific fecal contamination of ponds in southwest Georgia used for fresh produce irrigation. Generic Escherichia coli served as a general fecal indicator, and human-associated Bacteroides (HF183), crAssphage, and F+ coliphage genogroup II were used as indicators of human fecal contamination. Increased rainfall in the previous 7 days and the presence of a building within 152 m (a proxy for proximity to septic systems) were associated with increased odds of human fecal contamination in the training data set. However, the models did not accurately predict the presence of human-associated fecal indicators in a second data set collected from nearby irrigation ponds in different years. Predictive statistical models should be used with caution to assess produce irrigation water quality as models may not reliably predict fecal contamination at other locations and times, even within the same growing region.
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Affiliation(s)
- Jessica Hofstetter
- Waterborne Disease Prevention Branch, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, United States; Chenega Enterprise Systems & Solutions, LLC, Chesapeake, Virginia 23320, United States; Department of Horticulture, Auburn University, Auburn, Alabama 36849, United States
| | - David A Holcomb
- Waterborne Disease Prevention Branch, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, United States
| | - Amy M Kahler
- Waterborne Disease Prevention Branch, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, United States
| | - Camila Rodrigues
- Department of Horticulture, Auburn University, Auburn, Alabama 36849, United States
| | | | - Mia C Mattioli
- Waterborne Disease Prevention Branch, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, United States
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Bichet MC, Gardette M, Das Neves B, Challant J, Erbs A, Roman V, Robin M, La Carbona S, Gantzer C, Boudaud N, Bertrand I. A new understanding of somatic coliphages belonging to the Microviridae family in urban wastewater. WATER RESEARCH 2024; 249:120916. [PMID: 38043350 DOI: 10.1016/j.watres.2023.120916] [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: 09/06/2023] [Revised: 11/08/2023] [Accepted: 11/22/2023] [Indexed: 12/05/2023]
Abstract
Somatic coliphages (SC) and F-specific RNA coliphages (FRNAPH) have been included in regulations or guidelines by several developed countries as a way of monitoring water safety and the microbiological quality of shellfish harvesting waters. SC are highly diverse in their morphology, size and genome. The Microviridae family contains three genera of phages (Alphatrevirus, Gequatrovirus, and Sinsheimervirus), all having a capsid of similar morphology (icosahedral) and size (25-30 nm in diameter) to that of common pathogenic enteric viruses. Three PCR assays specific for each genus of Microviridae were designed to study these phages in raw and treated wastewater (WW) in order to gain knowledge about the diversity and prevalence of Microviridae among SC, as well as their inactivation and removal during WW treatments. Among the four wastewater treatment plants (WWTPs) monitored here, two WWTPs applied disinfection by UV light as tertiary treatment. First, we noticed that Microviridae represented 10 to 30 % of infectious SC in both raw and treated WW. Microviridae appeared to behave in the same way as all SC during these WW treatments. As expected, the highest inactivation, at least 4 log10, was achieved for infectious Microviridae and SC in both WWTPs using UV disinfection. PCR assays showed that the highest removal of Microviridae reached about 4 log10, but the phage removal can vary greatly between WWTPs using similar treatments. This work forms the basis for a broader evaluation of Microviridae as a viral indicator of water treatment efficiency and WW reuse.
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Affiliation(s)
- Marion C Bichet
- Food Safety Department, ACTALIA, Saint-Lô F-50000, France; Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | - Marion Gardette
- Food Safety Department, ACTALIA, Saint-Lô F-50000, France; Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | | | - Julie Challant
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | - Anaïs Erbs
- Food Safety Department, ACTALIA, Saint-Lô F-50000, France; Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | - Véronica Roman
- Université de Lorraine, CNRS, LCPME, F-54000 Nancy, France
| | - Maëlle Robin
- Food Safety Department, ACTALIA, Saint-Lô F-50000, France
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Yasui M, Ikner L, Yonetani T, Liu M, Katayama H. Effects of surface hydrophobicity on the removal of F-specific RNA phages from reclaimed water by coagulation and ceramic membrane microfiltration. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 87:2304-2314. [PMID: 37186632 PMCID: wst_2023_133 DOI: 10.2166/wst.2023.133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Microfiltration (MF) has been widely adopted as an advanced treatment process to reduce suspended solids and turbidity in treated wastewater effluents designated for potable reuse. Although microfilter pores are much larger than viruses, the addition of a coagulant upstream of a microfilter system can achieve stable virus removal. Ceramic membranes have a narrow pore size distribution to achieve the high removal of contaminants. This study aims to evaluate virus log reduction using bench-scale coagulation and ceramic membrane MF. To investigate the effects of differences in net surface hydrophobicity, 18 sewage-derived F-specific RNA phages (FRNAPHs) were used for batch hydrophobicity and coagulation-MF tests. The capability of bench-scale coagulation and ceramic membrane MF under continuous automated long-term operation was tested to remove the lab reference strain MS2 and three selected FRNAPH isolates which varied by surface property. Median virus log reduction values (LRVs) exceeding 6.2 were obtained for all three isolates and MS2. Although coagulation and hydrophobicity were positively correlated, the virus isolate demonstrating the lowest level of hydrophobicity and coagulation (genogroup I) still exhibited a high LRV. Thus, coagulation and ceramic membrane MF systems may serve as viable options for virus removal during water reclamation and advanced treatment.
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Affiliation(s)
- Midori Yasui
- Department of Urban Engineering, The University of Tokyo, Tokyo, Japan E-mail:
| | - Luisa Ikner
- Department of Environmental Science, The University of Arizona, Tucson, AZ, USA
| | | | - Miaomiao Liu
- Department of Urban Engineering, The University of Tokyo, Tokyo, Japan E-mail:
| | - Hiroyuki Katayama
- Department of Urban Engineering, The University of Tokyo, Tokyo, Japan E-mail:
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Kelmer GAR, Ramos ER, Dias EHO. Coliphages as viral indicators in municipal wastewater: A comparison between the ISO and the USEPA methods based on a systematic literature review. WATER RESEARCH 2023; 230:119579. [PMID: 36640612 DOI: 10.1016/j.watres.2023.119579] [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: 04/14/2022] [Revised: 12/18/2022] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
Abstract
The use of traditional faecal indicator bacteria as surrogate organisms for pathogenic viruses in domestic wastewater has been noted as a problematic as concentrations and removal rates of bacteria and viruses do not seem to correlate. In this sense, bacteriophages (phages) emerge as potential viral indicators, as they are commonly found in wastewater in high levels, and can be quantified using simple, fast, low-cost methods. Somatic and F-specific coliphages comprise groups of phages commonly used as indicators of water quality. There are two internationally recognised methods to detect and enumerate coliphages in water samples, the International Standardization Organization (ISO) and the US Environmental Protection Agency (USEPA) methods. Both methods are based on the lysis of specific bacterial host strains infected by phages. Within this context, this systematic literature review aimed at gathering concentrations in raw and treated domestic wastewater (secondary, biological treatment systems and post-treatment systems), and removal efficiencies of somatic and F-specific coliphages obtained by ISO and USEPA methods, and then compare both methods. A total of 33 research papers were considered in this study. Results showed that the ISO method is more commonly applied than the USEPA method. Some discrepancies in terms of concentrations and removal efficiencies were observed between both methods. Higher removal rates were observed for both somatic and F-specific coliphages in activated sludge systems when using the USEPA method compared to the ISO method; in other secondary (biological) treatment systems, this was observed only for F-specific coliphages. The use of different standardised methods available might lead to difficulties in obtaining and comparing phage data in different conditions and locations. Future research comparing both ISO and USEPA methods as well as viral and bacterial pathogens and indicators in WWTP is recommended.
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Affiliation(s)
- Gisele A R Kelmer
- Postgraduate Programme in Civil Engineering (PEC), Faculty of Engineering, Federal University of Juiz de Fora (UFJF). Rua José Lourenço Kelmer, s/n, Campus UFJF. São Pedro, Juiz de Fora - MG, CEP 36036-900, Brazil
| | - Elloís R Ramos
- Environmental and Sanitary Engineering Course, Faculty of Engineering, Federal University of Juiz de Fora (UFJF). Rua José Lourenço Kelmer, s/n, Campus UFJF. São Pedro, Juiz de Fora - MG, CEP 36036-900, Brazil
| | - Edgard H O Dias
- Postgraduate Programme in Civil Engineering (PEC), Faculty of Engineering, Federal University of Juiz de Fora (UFJF). Rua José Lourenço Kelmer, s/n, Campus UFJF. São Pedro, Juiz de Fora - MG, CEP 36036-900, Brazil; Department of Sanitary and Environmental Engineering (ESA), Faculty of Engineering, Federal University of Juiz de Fora (UFJF). Rua José Lourenço Kelmer, s/n, Campus UFJF. São Pedro, Juiz de Fora - MG, CEP 36036-900, Brazil.
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Sakarovitch C, Schlosser O, Courtois S, Proust-Lima C, Couallier J, Pétrau A, Litrico X, Loret JF. Monitoring of SARS-CoV-2 in wastewater: what normalisation for improved understanding of epidemic trends? JOURNAL OF WATER AND HEALTH 2022; 20:712-726. [PMID: 35482387 DOI: 10.2166/wh.2022.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
SARS-CoV-2 RNA quantification in wastewater has emerged as a relevant additional means to monitor the COVID-19 pandemic. However, the concentration can be affected by black water dilution factors or movements of the sewer shed population, leading to misinterpretation of measurement results. The aim of this study was to evaluate the performance of different indicators to accurately interpret SARS-CoV-2 in wastewater. Weekly/bi-weekly measurements from three cities in France were analysed from February to September 2021. The concentrations of SARS-CoV-2 gene copies were normalised to the faecal-contributing population using simple sewage component indicators. To reduce the measurement error, a composite index was created to combine simultaneously the information carried by the simple indicators. The results showed that the regularity (mean absolute difference between observation and the smoothed curve) of the simple indicators substantially varied across sampling points. The composite index consistently showed better regularity compared to the other indicators and was associated to the lowest variation in correlation coefficient across sampling points. These findings suggest the recommendation for the use of a composite index in wastewater-based epidemiology to compensate for variability in measurement results.
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Affiliation(s)
| | | | - Sophie Courtois
- SUEZ, CIRSEE, 38 rue du Président Wilson, 78230 Le Pecq, France
| | - Cécile Proust-Lima
- Université de Bordeaux, INSERM, Bordeaux Population Health Center, UMR1219, F-33000 Bordeaux, France
| | - Joanne Couallier
- SUEZ, LYRE, 15 av Léonard de Vinci, 33600 Pessac, France E-mail:
| | - Agnès Pétrau
- SUEZ Rivages Pro Tech, Technopôle Izarbel, 2 Allée Théodore Monod, 64210 Bidart, France
| | - Xavier Litrico
- SUEZ, CB21, 16 Place de l'Iris, 92040 Paris La Défense, France
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Spencer L, Olawuni B, Singh P. Gut Virome: Role and Distribution in Health and Gastrointestinal Diseases. Front Cell Infect Microbiol 2022; 12:836706. [PMID: 35360104 PMCID: PMC8960297 DOI: 10.3389/fcimb.2022.836706] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 02/10/2022] [Indexed: 12/11/2022] Open
Abstract
The study of the intestinal microbiome is an evolving field of research that includes comprehensive analysis of the vast array of microbes – bacterial, archaeal, fungal, and viral. Various gastrointestinal (GI) diseases, such as Crohn’s disease and ulcerative colitis, have been associated with instability of the gut microbiota. Many studies have focused on importance of bacterial communities with relation to health and disease in humans. The role of viruses, specifically bacteriophages, have recently begin to emerge and have profound impact on the host. Here, we comprehensively review the importance of viruses in GI diseases and summarize their influence in the complex intestinal environment, including their biochemical and genetic activities. We also discuss the distribution of the gut virome as it relates with treatment and immunological advantages. In conclusion, we suggest the need for further studies on this critical component of the intestinal microbiome to decipher the role of the gut virome in human health and disease.
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Kim G, Park G, Kang S, Lee S, Park J, Ha J, Park K, Kang M, Cho M, Shin H. Applicability Evaluation of Male-Specific Coliphage-Based Detection Methods for Microbial Contamination Tracking. J Microbiol Biotechnol 2021; 31:1709-1715. [PMID: 34675140 PMCID: PMC9705999 DOI: 10.4014/jmb.2110.10003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 12/15/2022]
Abstract
Outbreaks of food poisoning due to the consumption of norovirus-contaminated shellfish continue to occur. Male-specific (F+) coliphage has been suggested as an indicator of viral species due to the association with animal and human wastes. Here, we compared two methods, the double agar overlay and the quantitative real-time PCR (RT-PCR)-based method, for evaluating the applicability of F+ coliphage-based detection technique in microbial contamination tracking of shellfish samples. The RT-PCR-based method showed 1.6-39 times higher coliphage PFU values from spiked shellfish samples, in relation to the double agar overlay method. These differences indicated that the RT-PCR-based technique can detect both intact viruses and non-particle-protected viral DNA/RNA, suggesting that the RT-PCR based method could be a more efficient tool for tracking microbial contamination in shellfish. However, the virome information on F+ coliphage-contaminated oyster samples revealed that the high specificity of the RT-PCR- based method has a limitation in microbial contamination tracking due to the genomic diversity of F+ coliphages. Further research on the development of appropriate primer sets for microbial contamination tracking is therefore necessary. This study provides preliminary insight that should be examined in the search for suitable microbial contamination tracking methods to control the sanitation of shellfish and related seawater.
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Affiliation(s)
- Gyungcheon Kim
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Gwoncheol Park
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Seohyun Kang
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Sanghee Lee
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Jiyoung Park
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Jina Ha
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea
| | - Kunbawui Park
- Food Safety and Processing Research Division, National Institute of Fisheries Science, Busan 46083, Republic of Korea
| | - Minseok Kang
- Division of Biotechnology, SELS Center, College of Environmental and Bioresource Sciences, Jeonbuk National University, Iksan 54596, Republic of Korea
| | - Min Cho
- Division of Biotechnology, SELS Center, College of Environmental and Bioresource Sciences, Jeonbuk National University, Iksan 54596, Republic of Korea,Corresponding authors M. Cho Phone: +82-63-850-0845 Fax: +82-63-850-0834 E-mail:
| | - Hakdong Shin
- Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul 05006, Republic of Korea,
H. Shin Phone: +82-2-6935-2525 Fax: +82-2-3408-4319 E-mail:
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Lahrich S, Laghrib F, Farahi A, Bakasse M, Saqrane S, El Mhammedi MA. Review on the contamination of wastewater by COVID-19 virus: Impact and treatment. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 751:142325. [PMID: 33182015 PMCID: PMC7481832 DOI: 10.1016/j.scitotenv.2020.142325] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/06/2020] [Accepted: 09/08/2020] [Indexed: 04/14/2023]
Abstract
Emerging viruses are a major public health problem. Most zoonotic pathogens originate in wildlife, including human immunodeficiency virus (HIV), influenza, Ebola, and coronavirus. Severe acute respiratory syndrome (SARS) is a viral respiratory illness caused by a coronavirus called SARS-associated coronavirus (SARS-CoV). Viruses are charged colloidal particles that have the ability to adsorb on surfaces depending on pH. Their sorptive interaction with solid particles has important implications for their behavior in aquatic environments, soils, sewage sludge, and other solid materials and their removal or concentration by water treatment processes. Current state of knowledge on the potential of wastewater surveillance to understand the COVID-19 pandemic is reviewed. This study also identified wastewater irrigation systems with a higher risk of COVID-19 transmission. Emphasis was placed on methodologies for the detection and quantification of SARS-CoV-2 in wastewater.
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Affiliation(s)
- S Lahrich
- Sultan Moulay Slimane University of Beni Mellal, Laboratory of Chemistry, Modeling and Environmental Sciences, Polydisciplinary Faculty, 25 000 Khouribga, Morocco
| | - F Laghrib
- Sultan Moulay Slimane University of Beni Mellal, Laboratory of Chemistry, Modeling and Environmental Sciences, Polydisciplinary Faculty, 25 000 Khouribga, Morocco
| | - A Farahi
- Ibn Zohr University, Team of Catalysis and Environment, Faculty of Sciences, BP 8106 Cité Dakhla, Agadir, Morocco
| | - M Bakasse
- Chouaib Doukkali University, Faculty of Sciences, Laboratory of Organic Bioorganic Chemistry and Environment, El Jadida, Morocco
| | - S Saqrane
- Sultan Moulay Slimane University of Beni Mellal, Laboratory of Chemistry, Modeling and Environmental Sciences, Polydisciplinary Faculty, 25 000 Khouribga, Morocco
| | - M A El Mhammedi
- Sultan Moulay Slimane University of Beni Mellal, Laboratory of Chemistry, Modeling and Environmental Sciences, Polydisciplinary Faculty, 25 000 Khouribga, Morocco.
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Vandegrift J, Hooper J, da Silva A, Bell K, Snyder S, Rock CM. Overview of Monitoring Techniques for Evaluating Water Quality at Potable Reuse Treatment Facilities. ACTA ACUST UNITED AC 2019; 111:12-23. [PMID: 32313288 PMCID: PMC7159541 DOI: 10.1002/awwa.1320] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Needless to say, the safety of treated water for potable reuse must be definitively ensured. Numerous methods are available for assessing water quality; it's important to understand their challenges and limitations.
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10
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Nappier SP, Hong T, Ichida A, Goldstone A, Eftim SE. Occurrence of coliphage in raw wastewater and in ambient water: A meta-analysis. WATER RESEARCH 2019; 153:263-273. [PMID: 30735956 PMCID: PMC7169987 DOI: 10.1016/j.watres.2018.12.058] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 12/21/2018] [Accepted: 12/22/2018] [Indexed: 05/20/2023]
Abstract
Coliphage have been proposed as indicators of fecal contamination in recreational waters because they better reflect the persistence of pathogenic viruses in the environment and through wastewater treatment than traditional fecal indicator bacteria. Herein, we conducted a systematic literature search of peer-reviewed publications to identify coliphage density data (somatic and male-specific, or MSC) in raw wastewater and ambient waters. The literature review inclusion criteria included scope, study quality, and data availability. A non-parametric two-stage bootstrap analysis was used to estimate the coliphage distributions in raw wastewater and account for geographic region and season. Additionally, two statistical methodologies were explored for developing coliphage density distributions in ambient waters, to account for the nondetects in the datasets. In raw wastewater, the analysis resulted in seasonal density distributions of somatic coliphage (SC) (mean 6.5 log10 plaque forming units (PFU)/L; 95% confidence interval (CI): 6.2-6.8) and MSC (mean 5.9 log10 PFU/L; 95% CI: 5.5-6.1). In ambient waters, 49% of MSC samples were nondetects, compared with less than 5% for SC. Overall distributional estimates of ambient densities of coliphage were statistically higher for SC than for MSC (mean 3.4 and 1.0 log10 PFU/L, respectively). Distributions of coliphage in raw wastewater and ambient water will be useful for future microbial risk assessments.
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Affiliation(s)
- Sharon P Nappier
- U.S. Environmental Protection Agency, Office of Water, Office of Science and Technology, 1200 Pennsylvania Avenue, NW, Washington, DC, 20460, USA.
| | - Tao Hong
- ICF, LLC, 9300 Lee Highway, Fairfax, VA, 22031, USA
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Auffret MD, Brassard J, Jones TH, Gagnon N, Gagné MJ, Muehlhauser V, Masse L, Topp E, Talbot G. Impact of seasonal temperature transition, alkalinity and other abiotic factors on the persistence of viruses in swine and dairy manures. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 659:640-648. [PMID: 31096393 DOI: 10.1016/j.scitotenv.2018.12.306] [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: 11/03/2018] [Revised: 12/20/2018] [Accepted: 12/20/2018] [Indexed: 04/14/2023]
Abstract
Animal manures are a valued source of nutrients for crop production. They frequently do, however, contain zoonotic pathogens including a wide range of viruses. Ideally, manures would be treated prior to land application, reducing the burden of zoonotic viruses, and thus the potential for transmission to adjacent water resources or crops intended for human or animal consumption. In the present study, manure was obtained from four dairy and three swine farms. The manure was incubated anaerobically in the laboratory for 28 weeks at temperatures ranging from 4 to 25 °C, and multiple physical and chemical parameters were monitored. The abundance of various DNA and RNA viruses was measured throughout the incubation by amplifying virus-specific gene targets. A combination of statistical analyses were applied to identify whether the viruses are significantly impacted by temperature transition or affected by other abiotic factors. Temperature had no effect on the persistence of any of the viruses studied. An increase in pH of the manures during the incubation was significantly (P < 0.05) associated with decreased persistence, suggesting that pH manipulation during storage could reduce the abundance of viruses.
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Affiliation(s)
- Marc D Auffret
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Centre, 2000 College, Sherbrooke, Québec J1M 0C8, Canada.
| | - Julie Brassard
- Agriculture and Agri-Food Canada, Saint-Hyacinthe Research and Development Centre, 3600 Casavant Blvd. West, St-Hyacinthe, Québec J2S 8E3, Canada
| | - Tineke H Jones
- Agriculture and Agri-Food Canada, Lacombe Research and Development Centre, 6000 C & E Trail, Lacombe, Alberta T4L 1W1, Canada
| | - Nathalie Gagnon
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Centre, 2000 College, Sherbrooke, Québec J1M 0C8, Canada
| | - Marie-Josée Gagné
- Agriculture and Agri-Food Canada, Saint-Hyacinthe Research and Development Centre, 3600 Casavant Blvd. West, St-Hyacinthe, Québec J2S 8E3, Canada
| | - Victoria Muehlhauser
- Agriculture and Agri-Food Canada, Lacombe Research and Development Centre, 6000 C & E Trail, Lacombe, Alberta T4L 1W1, Canada
| | - Lucie Masse
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Centre, 2000 College, Sherbrooke, Québec J1M 0C8, Canada
| | - Edward Topp
- Agriculture and Agri-Food Canada, London Research and Development Centre, 1391 Sandford Street, London, Ontario N5V 4T3, Canada
| | - Guylaine Talbot
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Centre, 2000 College, Sherbrooke, Québec J1M 0C8, Canada
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Coliphages and Gastrointestinal Illness in Recreational Waters: Pooled Analysis of Six Coastal Beach Cohorts. Epidemiology 2018; 28:644-652. [PMID: 28489717 PMCID: PMC5538927 DOI: 10.1097/ede.0000000000000681] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Coliphages have been proposed as indicators of fecal contamination in recreational waters because they better mimic the persistence of pathogenic viruses in the environment and wastewater treatment than fecal indicator bacteria. We estimated the association between coliphages and gastrointestinal illness and compared it with the association with culturable enterococci. METHODS We pooled data from six prospective cohort studies that enrolled coastal beachgoers in California, Alabama, and Rhode Island. Water samples were collected and gastrointestinal illness within 10 days of the beach visit was recorded. Samples were tested for enterococci and male-specific and somatic coliphages. We estimated cumulative incidence ratios (CIR) for the association between swimming in water with detectable coliphage and gastrointestinal illness when human fecal pollution was likely present, not likely present, and under all conditions combined. The reference group was unexposed swimmers. We defined continuous and threshold-based exposures (coliphage present/absent, enterococci >35 vs. ≤35 CFU/100 ml). RESULTS Under all conditions combined, there was no association between gastrointestinal illness and swimming in water with detectable coliphage or enterococci. When human fecal pollution was likely present, coliphage and enterococci were associated with increased gastrointestinal illness, and there was an association between male-specific coliphage level and illness that was somewhat stronger than the association between enterococci and illness. There were no substantial differences between male-specific and somatic coliphage. CONCLUSIONS Somatic coliphage and enterococci had similar associations with gastrointestinal illness; there was some evidence that male-specific coliphage had a stronger association with illness than enterococci in marine waters with human fecal contamination.
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13
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Waterborne Viruses and F-Specific Coliphages in Mixed-Use Watersheds: Microbial Associations, Host Specificities, and Affinities with Environmental/Land Use Factors. Appl Environ Microbiol 2017; 83:AEM.02763-16. [PMID: 27836843 DOI: 10.1128/aem.02763-16] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 11/08/2016] [Indexed: 02/06/2023] Open
Abstract
From the years 2008 to 2014, a total of 1,155 water samples were collected (spring to fall) from 24 surface water sampling sites located in a mixed-used but predominantly agricultural (i.e., dairy livestock production) river basin in eastern Ontario, Canada. Water was analyzed for viable F-specific DNA (F-DNA) and F-specific RNA (F-RNA) (genogroup I [GI] to GIV) coliphage and a suite of molecularly detected viruses (norovirus [GI to GIV], torque teno virus [TTV], rotavirus, kobuvirus, adenovirus, astrovirus, hepatitis A, and hepatitis E). F-DNA and F-RNA coliphage were detected in 33 and 28% of the samples at maximum concentrations of 2,000 and 16,300 PFU · 100 ml-1, respectively. Animal TTV, human TTV, kobuvirus, astrovirus, and norovirus GIII were the most prevalent viruses, found in 23, 20, 13, 12, and 11% of samples, respectively. Viable F-DNA coliphage was found to be a modest positive indicator of molecularly detected TTV. F-RNA coliphage, unlike F-DNA coliphage, was a modest positive predictor of norovirus and rotavirus. There were, however, a number of significant negative associations among F-specific coliphage and viruses. F-DNA coliphage densities of >142 PFU · 100 ml-1 delineated conditions when ∼95% of water samples contained some type of virus. Kobuvirus was the virus most strongly related to detection of any other virus. Land use had some associations with virus/F-specific coliphage detection, but season and surface water flow were the variables that were most important for broadly delineating detection. Higher relative levels of detection of human viruses and human F-RNA coliphage were associated with higher relative degrees of upstream human land development in a catchment. IMPORTANCE This study is one of the first, to our knowledge, to evaluate relationships among F-specific coliphages and a large suite of enteric viruses in mixed-use but agriculturally dominated surface waters in Canada. This study suggested that relationships between viable F-specific coliphages and molecularly detected viruses do exist, but they are not always positive. Caution should be employed if viable F-specific coliphages are to be used as indicators of virus presence in surface waters. This study elucidates relative effects of agriculture, wildlife, and human activity on virus and F-specific coliphage detection. Seasonal and meteorological attributes play a strong role in the detection of most virus and F-specific coliphage targets.
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Rachmadi AT, Torrey JR, Kitajima M. Human polyomavirus: Advantages and limitations as a human-specific viral marker in aquatic environments. WATER RESEARCH 2016; 105:456-469. [PMID: 27665433 DOI: 10.1016/j.watres.2016.09.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Revised: 09/07/2016] [Accepted: 09/07/2016] [Indexed: 05/27/2023]
Abstract
Human polyomaviruses (HPyVs) cause persistent infections in organs such as kidney, brain, skin, liver, respiratory tract, etc., and some types of HPyV are constantly excreted in the urine and/or feces of infected and healthy individuals. The use of an enteric virus as an indicator for human sewage/waste contamination in aquatic environments has been proposed; HPyVs are a good candidate since they are routinely found in environmental water samples from different geographical areas with relatively high abundance. HPyVs are highly human specific, having been detected in human waste from all age ranges and undetected in animal waste samples. In addition, HPyVs show a certain degree of resistance to high temperature, chlorine, UV, and low pH, with molecular signals (i.e., DNA) persisting in water for several months. Recently, various concentration methods (electronegative/positive filtration, ultrafiltration, skim-milk flocculation) and detection methods (immunofluorescence assay, cell culture, polymerase chain reaction (PCR), integrated cell culture PCR (ICC-PCR), and quantitative PCR) have been developed and demonstrated for HPyV, which has enabled the identification and quantification of HPyV in various environmental samples, such as sewage, surface water, seawater, drinking water, and shellfish. In this paper, we summarize these recent advancements in detection methods and the accumulation of environmental surveillance and laboratory-scale experiment data, and discuss the potential advantages as well as limitations of HPyV as a human-specific viral marker in aquatic environments.
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Affiliation(s)
- Andri T Rachmadi
- Division of Environmental Engineering, Graduate School of Engineering, Hokkaido University, Japan
| | - Jason R Torrey
- Department of Urban Engineering, Graduate School of Engineering, The University of Tokyo, Japan
| | - Masaaki Kitajima
- Division of Environmental Engineering, Graduate School of Engineering, Hokkaido University, Japan.
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Jones TH, Muehlhauser V. F-coliphages, porcine adenovirus and porcine teschovirus as potential indicator viruses of fecal contamination for pork carcass processing. Int J Food Microbiol 2016; 241:237-243. [PMID: 27810445 DOI: 10.1016/j.ijfoodmicro.2016.10.032] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Revised: 10/22/2016] [Accepted: 10/24/2016] [Indexed: 01/01/2023]
Abstract
There are concerns about the zoonotic transmission of viruses through undercooked pork products. There is a lack of information on suitable indicator viruses for fecal contamination with pathogenic enteric viruses in the meat processing chain. The study compared the incidence and levels of contamination of hog carcasses with F-coliphages, porcine teschovirus (PTV), and porcine adenovirus (PAdV) at different stages of the dressing process to assess their potential as indicator viruses of fecal contamination. One hundred swab samples (200cm2) were collected from random sites on hog carcasses at 4 different stages of the dressing process and from retail pork over the span of a year from 2 pork processing plants (500/plant). Viable F-coliphages, PAdV DNA and PTV RNA were each detected on ≥99% of the incoming carcasses at both plants and were traceable through the pork processing chain. Significant correlations were observed between viable F-coliphages and PAdV DNA and between F-coliphages and PTV RNA but not between PAdV DNA and PTV RNA at the various stages of pork processing. Detection of viable F-coliphages was more sensitive than genomic copies of PAdV and PTV at low levels of contamination, making F-coliphages a preferred indicator in the pork slaughter process as it also provides an indication of infectivity. For plant A, F-RNA coliphages were detected in 25%, 63%, and 21% of carcass swabs after pasteurization, evisceration, and retail pork products, respectively. For plant B, F-coliphages were detected in 33%, 25%, and 13% of carcass swabs after skinning, evisceration, and retail pork samples, respectively. Viable F-RNA coliphages were genotyped. Viable F-RNA GII and GIII were generally not detected at the earlier stages of the slaughter process but they were detected on 13% of carcasses after evisceration and 2% of retail pork samples at plant A, which raises concerns of potential food handler contamination during pork processing. Consumers could be at risk when consuming undercooked meat contaminated with pathogenic enteric viruses.
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Affiliation(s)
- Tineke H Jones
- Agriculture and Agri-Food Canada, Lacombe Research Centre, 6000 C & E Trail, Lacombe, Alberta T4L 1W1, Canada.
| | - Victoria Muehlhauser
- Agriculture and Agri-Food Canada, Lacombe Research Centre, 6000 C & E Trail, Lacombe, Alberta T4L 1W1, Canada
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Coliphages as Model Organisms in the Characterization and Management of Water Resources. WATER 2016. [DOI: 10.3390/w8050199] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Ravva SV, Sarreal CZ. Persistence of F-Specific RNA Coliphages in Surface Waters from a Produce Production Region along the Central Coast of California. PLoS One 2016; 11:e0146623. [PMID: 26784030 PMCID: PMC4718509 DOI: 10.1371/journal.pone.0146623] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 12/18/2015] [Indexed: 12/30/2022] Open
Abstract
F+ RNA coliphages (FRNA) are used to source-track fecal contamination and as surrogates for enteric pathogen persistence in the environment. However, the environmental persistence of FRNA is not clearly understood and necessitates the evaluation of the survival of prototype and environmental isolates of FRNA representing all four genogroups in surface waters from the central coast of California. Water temperature played a significant role in persistence-all prototype and environmental strains survived significantly longer at 10 °C compared to 25 °C. Similarly, the availability of host bacterium was found to be critical in FRNA survival. In the absence of E. coli F(amp), all prototypes of FRNA disappeared rapidly with a D-value (days for one log reduction) of <1.2 d from water samples incubated at 25 °C; the longest surviving prototype was SP. However, in the presence of the host, the order of persistence at 25 °C was QB>MS2>SP>GA and at 10 °C it was QB = MS2>GA>SP. Significant differences in survival were observed between prototypes and environmental isolates of FRNA. While most environmental isolates disappeared rapidly at 25 °C and in the absence of the host, members of genogroups GIII and GI persisted longer with the host compared to members of GII and GIV. Consequentially, FRNA based source tracking methods can be used to detect phages from recent fecal contamination along with those that persist longer in the environment as a result of cooler temperatures and increased host presence.
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Affiliation(s)
- Subbarao V. Ravva
- Produce Safety and Microbiology Research Unit, U.S. Department of Agriculture, Agriculture Research Service, Western Regional Research Center, Albany, California, United States of America
- * E-mail:
| | - Chester Z. Sarreal
- Produce Safety and Microbiology Research Unit, U.S. Department of Agriculture, Agriculture Research Service, Western Regional Research Center, Albany, California, United States of America
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Vergara GGRV, Goh SG, Rezaeinejad S, Chang SY, Sobsey MD, Gin KYH. Evaluation of FRNA coliphages as indicators of human enteric viruses in a tropical urban freshwater catchment. WATER RESEARCH 2015; 79:39-47. [PMID: 25965886 DOI: 10.1016/j.watres.2015.04.022] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 04/02/2015] [Accepted: 04/11/2015] [Indexed: 05/16/2023]
Abstract
This study aimed to evaluate the relationship between FRNA coliphages (FRNA GI to GIV) and human enteric viruses (human adenoviruses, HAdV, astroviruses, AstV, noroviruses, NoV, and rotaviruses, RoV) in a tropical urban freshwater catchment. Positive associations between human-specific coliphages and human viral pathogens substantiate their use as viral indicators and in microbial source tracking. Reverse transcription qPCR was used to measure the concentrations of viruses and FRNA coliphages in concentrated water samples. Environmental water samples were also analyzed for male-specific (F+) and somatic (Som) coliphages using plaque assay. The most abundant enteric virus was NoV (55%) followed by HAdV (33%), RoV (33%), and AstV (23%), while the most abundant FRNA genogroup was GI (85%) followed by GII (48%), GIV (8%) and GIII (7%). Concentrations of human-specific coliphages FRNA GII were positively correlated with NoV, HAdV, RoV, AstV, F+ and Som (τ = 0.5 to 0.3, P < 0.05) while concentrations of animal-specific coliphages FRNA GI were negatively correlated with HAdV and RoV (τ = -0.2, P < 0.05). This study demonstrates statistical relationships between human-specific coliphages and a suite of human enteric viruses in the environment.
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Affiliation(s)
- G G R V Vergara
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S G Goh
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S Rezaeinejad
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S Y Chang
- Technology and Water Quality Office, Public Utilities Board, Singapore
| | - M D Sobsey
- Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K Y H Gin
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore.
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Ravva SV, Sarreal CZ, Cooley MB. Male-specific coliphages for source tracking fecal contamination in surface waters and prevalence of Shiga-toxigenic Escherichia coli in a major produce production region of the Central Coast of California. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2015; 17:1249-1256. [PMID: 26018296 DOI: 10.1039/c4em00537f] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
To provide data for traditional trace-back studies from fork to farm, it is necessary to determine the environmental sources for Shiga-toxigenic Escherichia coli. We developed SYBR green based reverse-transcriptase PCR methods to determine the prevalence of F+ RNA coliphages (FRNA) as indicators of fecal contamination. Male-specific coliphages, determined using a single-agar overlay method, were prevalent in all surface waters sampled for 8 months. F+ DNA coliphages (FDNA) were predominant compared to FRNA in water samples from majority of sampling locations. Most (90%) of the FRNA were sourced to humans and originated from human-impacted sites. Members of genogroup III represented 77% of FRNA originated from human sources. Furthermore, 93% of FRNA sourced to animals were also detected in water samples from human-impacted sites. Eighty percent of all FRNA were isolated during the winter months indicating seasonality in prevalence. In contrast, FDNA were more prevalent during summer months. E. coli O157:H7 and Shiga-toxigenic E. coli were detected in water samples from locations predominantly influenced by agriculture. Owing to their scarcity, their numbers could not be correlated with the prevalence of FRNA or FDNA in water samples. Both coliform bacteria and generic E. coli from agricultural or human-impacted sites were similar in numbers and thus could not be used to determine the sources of fecal contamination. Data on the prevalence of male-specific coliphages may be invaluable for predicting the sources of fecal contamination and aid in developing methods to prevent enteric pathogen contamination from likely sources during produce production.
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Affiliation(s)
- Subbarao V Ravva
- Produce Safety and Microbiology Research Unit, United States Department of Agriculture, Agricultural Research Service, Western Regional Research Center, Albany, CA, USA.
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Jones T, Muehlhauser V. Survival of Porcine teschovirus as a surrogate virus on pork chops during storage at 2°C. Int J Food Microbiol 2015; 194:21-4. [DOI: 10.1016/j.ijfoodmicro.2014.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 10/28/2014] [Accepted: 11/04/2014] [Indexed: 01/02/2023]
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Jones T, Nattress F, Dilts B, Olsen D, Muehlhauser V. Numbers of coliforms, Escherichia coli, F-RNA phage, rotavirus, bovine enteric calicivirus and presence of non-O157 STEC on commercial vacuum packaged beef. Food Microbiol 2014; 42:225-31. [DOI: 10.1016/j.fm.2014.04.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 01/21/2014] [Accepted: 04/01/2014] [Indexed: 01/02/2023]
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Comparison of ZetaPlus 60S and nitrocellulose membrane filters for the simultaneous concentration of F-RNA coliphages, porcine teschovirus and porcine adenovirus from river water. J Virol Methods 2014; 206:5-11. [PMID: 24880068 DOI: 10.1016/j.jviromet.2014.05.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Revised: 05/14/2014] [Accepted: 05/20/2014] [Indexed: 01/13/2023]
Abstract
Increasing attention is being paid to the impact of agricultural activities on water quality to understand the impact on public health. F-RNA coliphages have been proposed as viral indicators of fecal contamination while porcine teschovirus (PTV) and porcine adenovirus (PAdV) are proposed indicators of fecal contamination of swine origin. Viruses and coliphages are present in water in very low concentrations and must be concentrated to permit their detection. There is little information comparing the effectiveness of the methods for concentrating F-RNA coliphages with concentration methods for other viruses and vice versa. The objective of this study was to compare 5 current published methods for recovering F-RNA coliphages, PTV and PAdV from river water samples concentrated by electronegative nitrocellulose membrane filters (methods A and B) or electropositive Zeta Plus 60S filters (methods C-E). Method A is used routinely for the detection of coliphages (Méndez et al., 2004) and method C (Brassard et al., 2005) is the official method in Health Canada's compendium for the detection of viruses in bottled mineral or spring water. When river water was inoculated with stocks of F-RNA MS2, PAdV, and PTV to final concentrations of 1×10(6) PFU/100 mL, 1×10(5) gc/100 mL and 3×10(5) gc/100 mL, respectively, a significantly higher recovery for each virus was consistently obtained for method A with recoveries of 52% for MS2, 95% for PAdV, and 1.5% for PTV. When method A was compared with method C for the detection of F-coliphages, PAdV and PTV in river water samples, viruses were detected with higher frequencies and at higher mean numbers with method A than with method C. With method A, F-coliphages were detected in 11/12 samples (5-154 PFU/100 mL), PTV in 12/12 samples (397-10,951 gc/100 mL), PAdV in 1/12 samples (15 gc/100 mL), and F-RNA GIII in 1/12 samples (750 gc/100 mL) while F-RNA genotypes I, II, and IV were not detected by qRT-PCR.
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Lin J, Ganesh A. Water quality indicators: bacteria, coliphages, enteric viruses. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2013; 23:484-506. [PMID: 23438312 DOI: 10.1080/09603123.2013.769201] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Water quality through the presence of pathogenic enteric microorganisms may affect human health. Coliform bacteria, Escherichia coli and coliphages are normally used as indicators of water quality. However, the presence of above-mentioned indicators do not always suggest the presence of human enteric viruses. It is important to study human enteric viruses in water. Human enteric viruses can tolerate fluctuating environmental conditions and survive in the environment for long periods of time becoming causal agents of diarrhoeal diseases. Therefore, the potential of human pathogenic viruses as significant indicators of water quality is emerging. Human Adenoviruses and other viruses have been proposed as suitable indices for the effective identification of such organisms of human origin contaminating water systems. This article reports on the recent developments in the management of water quality specifically focusing on human enteric viruses as indicators.
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Affiliation(s)
- Johnson Lin
- a School of Life Sciences , University of KwaZulu-Natal , Durban , South Africa
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25
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Harwood VJ, Staley C, Badgley BD, Borges K, Korajkic A. Microbial source tracking markers for detection of fecal contamination in environmental waters: relationships between pathogens and human health outcomes. FEMS Microbiol Rev 2013; 38:1-40. [PMID: 23815638 DOI: 10.1111/1574-6976.12031] [Citation(s) in RCA: 432] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2012] [Revised: 05/08/2013] [Accepted: 06/25/2013] [Indexed: 01/22/2023] Open
Abstract
Microbial source tracking (MST) describes a suite of methods and an investigative strategy for determination of fecal pollution sources in environmental waters that rely on the association of certain fecal microorganisms with a particular host. MST is used to assess recreational water quality and associated human health risk, and total maximum daily load allocations. Many methods rely on signature molecules (markers) such as DNA sequences of host-associated microorganisms. Human sewage pollution is among the greatest concerns for human health due to (1) the known risk of exposure to human waste and (2) the public and regulatory will to reduce sewage pollution; however, methods to identify animal sources are receiving increasing attention as our understanding of zoonotic disease potential improves. Here, we review the performance of MST methods in initial reports and field studies, with particular emphasis on quantitative PCR (qPCR). Relationships among human-associated MST markers, fecal indicator bacteria, pathogens, and human health outcomes are presented along with recommendations for future research. An integrated understanding of the advantages and drawbacks of the many MST methods targeting human sources advanced over the past several decades will benefit managers, regulators, researchers, and other users of this rapidly growing area of environmental microbiology.
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Affiliation(s)
- Valerie J Harwood
- Department of Integrative Biology, University of South Florida, Tampa, FL, USA
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Mills S, Shanahan F, Stanton C, Hill C, Coffey A, Ross RP. Movers and shakers: influence of bacteriophages in shaping the mammalian gut microbiota. Gut Microbes 2013; 4:4-16. [PMID: 23022738 PMCID: PMC3555884 DOI: 10.4161/gmic.22371] [Citation(s) in RCA: 166] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The human intestinal microbiota is one of the most densely populated ecosystems on Earth, containing up to 10 ( 13) bacteria/g and in some respects can be considered an organ itself given its role in human health. Bacteriophages (phages) are the most abundant replicating entities on the planet and thrive wherever their bacterial hosts exist. They undoubtedly influence the dominant microbial populations in many ecosystems including the human intestine. Within this setting, lysogeny appears to be the preferred life cycle, presumably due to nutrient limitations and lack of suitable hosts protected in biofilms, hence the predator/prey dynamic observed in many ecosystems is absent. On the other hand, free virulent phages in the gut are more common among sufferers of intestinal diseases and have been shown to increase with antibiotic usage. Many of these phages evolve from prophages of intestinal bacteria and emerge under conditions where their bacterial hosts encounter stress suggesting that prophages can significantly alter the microbial community composition. Based on these observations, we propose the "community shuffling" model which hypothesizes that prophage induction contributes to intestinal dysbiosis by altering the ratio of symbionts to pathobionts, enabling pathobiont niche reoccupation. The consequences of the increased phage load on the mammalian immune system are also addressed. While this is an area of intestinal biology which has received little attention, this review assembles evidence from the literature which supports the role of phages as one of the biological drivers behind the composition of the gut microbiota.
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Affiliation(s)
- Susan Mills
- Teagasc Food Research Centre; Moorepark; Fermoy, County Cork, Ireland
| | - Fergus Shanahan
- Alimentary Pharmabiotic Centre; University College Cork; National University of Ireland; Cork, Ireland,Department of Medicine; University College Cork; National University of Ireland; Cork, Ireland
| | - Catherine Stanton
- Teagasc Food Research Centre; Moorepark; Fermoy, County Cork, Ireland,Alimentary Pharmabiotic Centre; University College Cork; National University of Ireland; Cork, Ireland
| | - Colin Hill
- Alimentary Pharmabiotic Centre; University College Cork; National University of Ireland; Cork, Ireland,Department of Microbiology; University College Cork; National University of Ireland; Cork, Ireland
| | - Aidan Coffey
- Department of Biological Sciences; Cork Institute of Technology; Bishopstown, Cork, Ireland
| | - R. Paul Ross
- Teagasc Food Research Centre; Moorepark; Fermoy, County Cork, Ireland,Alimentary Pharmabiotic Centre; University College Cork; National University of Ireland; Cork, Ireland,Correspondence to: R. Paul Ross,
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Liu P, Jaykus LA, Wong E, Moe C. Persistence of Norwalk virus, male-specific coliphage, and Escherichia coli on stainless steel coupons and in phosphate-buffered saline. J Food Prot 2012; 75:2151-7. [PMID: 23212011 DOI: 10.4315/0362-028x.jfp-12-197] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Human noroviruses (NoVs) are a leading cause of acute gastroenteritis and are frequently transmitted by contaminated food, water, hands, and environmental surfaces. Little is known about their environmental stability and/or which alternative microorganisms can serve as effective surrogates. To examine whether Escherichia coli and male-specific coliphage MS2 can be appropriate surrogates for NoVs, approximately 6.8 log genomic equivalent copies of Norwalk virus (NV), and 6.0 to 6.5 log PFU or CFU of MS2 and E. coli, respectively, were inoculated onto stainless steel coupons and held at 4°C, room temperature (RT), or 37°C over a period of 75 min (E. coli and MS2) to 4 weeks. These three microorganisms were also seeded into phosphate-buffered saline (PBS) and sampled at different time intervals for up to 6 weeks. MS2 and E. coli survived approximately 15 min at 37°C, 45 min at RT, and 60 min at 4°C on the stainless steel surfaces. In contrast, NV RNA titers were reduced by only 2.4 log at 37°C, 1.5 log at RT, and 0.9 log at 4°C after 4 weeks. MS2 and E. coli were able to survive at least 5 weeks in PBS at 4°C and RT, and NV was stable in PBS at 4°C and RT for at least 6 weeks. However, E. coli, MS2, and NV were completely inactivated after 1-, 4-, and 5-week incubations in PBS at 37°C, respectively. These findings indicate that NoVs are highly persistent on environmental surfaces and in PBS solution at different temperatures. While E. coli does not appear to be an appropriate surrogate for NoVs, MS2 could be more relevant for modeling the environmental persistence of NoVs under wet conditions, but not under dry conditions.
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Affiliation(s)
- Pengbo Liu
- Center for Global Safe Water, Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
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Jones TH, Johns MW. Assessment of F-RNA coliphage as a potential indicator of enteric virus contamination of hog carcasses. J Food Prot 2012; 75:1492-500. [PMID: 22856576 DOI: 10.4315/0362-028x.jfp-11-547] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Hepatitis E virus (HEV) is common in pigs, and some swine HEV strains are closely related to human strains. The zoonotic transmission of HEV is now well established. HEV can be detected by molecular techniques, but the significance of the presence of viral nucleic acid is questionable when foods are subjected to virus inactivation treatments. F-RNA coliphages are attractive candidates as indicators for enteric viruses because they are similar in size and survival characteristics and can be rapidly cultured. Information on the contamination of hog carcasses with enteric or hepatic viruses during slaughter is lacking. The objective of this study was to compare the incidence and levels of contamination of hog carcasses with F-RNA coliphages, HEV, total aerobic bacteria, coliforms, and Escherichia coli at different stages of the dressing process. Hog carcasses entering the commercial slaughter facility are heavily contaminated with F-RNA coliphages and HEV. Subsequent processes such as scalding, singing, and pasteurization can reduce the incidence and levels of F-RNA coliphages and HEV substantially to almost undetectable levels. Large discrepancies between the amount of viral nucleic acid and infectious F-RNA coliphage particles, both at high levels and low levels of contamination, were observed. The prevalence and levels of viable F-RNA coliphages were lower than those of total aerobic bacteria, coliforms, and E. coli in the anal area and on random sites before pasteurization. At a research abattoir, there was no overall mean reduction of viable F-RNA coliphages recovered from random sites before pasteurization and after washing, whereas overall mean reductions of 1.2, 2.6, and 2.9 log CFU for total aerobic bacteria, coliforms, and E. coli, respectively, were obtained. These findings suggest that bacteria such as coliforms and E. coli may not be suitable as indicators for enteric viruses in a meat processing environment.
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Affiliation(s)
- T H Jones
- Agriculture and Agri-Food Canada, Lacombe Research Centre, 6000 C & E Trail, Lacombe, Alberta, Canada.
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Development of an optimized method for the recovery of infectious F-RNA coliphage MS2 from meat. J Virol Methods 2012; 185:69-73. [PMID: 22705082 DOI: 10.1016/j.jviromet.2012.06.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2011] [Revised: 03/23/2012] [Accepted: 06/06/2012] [Indexed: 11/20/2022]
Abstract
F-RNA coliphages, part of the gut flora and likely to be deposited on meat along with other enteric organisms during carcass dressing and processing, may be regarded as an indicator and/or surrogate for potential zoonotic enteric viruses. There is no recommended sampling method for viruses on meats and there is a lack of information on the attachment of enteric viruses or F-RNA coliphages to gauze swabs, cellulose sponges and muscle and fat tissue. The objective of this work was to optimize the recovery of MS2 from muscle and fat tissue of meat by comparing phosphate buffered saline (PBS), 10% beef extract pH 7.2, and tryptose phosphate (2.9%) glycine (6%) broth pH 9.5 as eluants. The sampling techniques of excision, swabbing with gauze or cellulose sponges were compared with homogenizing the inoculated entire muscle or fat surface area. The recovery of MS2 from cellulose sponges using beef extract was significantly higher (P=0.001) than tryptose phosphate glycine broth which was significantly higher (P=0.0001) than PBS. There was no significant difference in the recovery between tryptose phosphate glycine broth and beef extract (P=0.92) and there was no significant difference between PBS and beef extract (P=0.10) when MS2 was recovered from gauze. No significant differences were observed between the different eluants with muscle tissue (P=0.91). When MS2 was recovered from muscle tissue with beef extract significant differences were observed (P=0.002); the sampling techniques of homogenizing the entire sample (56%) was equal to excision (43%) (P=0.23) and swabbing with a cellulose sponge (38%) (P=0.06) which were significantly higher than swabbing with gauze (28%), a second grouping of means indicated that homogenizing the entire sample was significantly higher than the other three sampling techniques. When MS2 was recovered from fat, significant differences were observed (P=0.000); homogenizing the entire sample (78%) was equal to excision (74%), which were significantly higher than swabbing with gauze (49%) or cellulose sponge (29%). The recovery of MS2 from meat is affected by the sampling technique. When choosing a nondestructive sampling method such as a cellulose sponge, a higher recovery can be obtained with beef extract as an eluant.
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Wicki M, Auckenthaler A, Felleisen R, Liniger M, Loutre C, Niederhauser I, Tanner M, Baumgartner A. Improved detection of Rhodococcus coprophilus with a new quantitative PCR assay. Appl Microbiol Biotechnol 2012; 93:2161-9. [DOI: 10.1007/s00253-012-3888-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2011] [Revised: 12/30/2011] [Accepted: 01/02/2012] [Indexed: 10/14/2022]
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Helmi K, Jacob P, Charni-Ben-Tabassi N, Delabre K, Arnal C. Comparison of two filtration-elution procedures to improve the standard methods ISO 10705-1 & 2 for bacteriophage detection in groundwater, surface water and finished water samples. Lett Appl Microbiol 2011; 53:329-35. [DOI: 10.1111/j.1472-765x.2011.03112.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Wolf S, Hewitt J, Greening GE. Viral multiplex quantitative PCR assays for tracking sources of fecal contamination. Appl Environ Microbiol 2010; 76:1388-94. [PMID: 20061455 PMCID: PMC2832383 DOI: 10.1128/aem.02249-09] [Citation(s) in RCA: 122] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2009] [Accepted: 12/28/2009] [Indexed: 12/30/2022] Open
Abstract
Human and animal fecal pollution of the environment presents a risk to human health because of the presence of pathogenic viruses and bacteria. To distinguish between human and animal sources of pollution, we designed specific real-time reverse transcription (RT)-PCR assays for human and animal enteric viruses, including norovirus genogroups I, II, and III; porcine adenovirus types 3 and 5; ovine adenovirus; atadenovirus; and human adenovirus species C and F, which are excreted by infected humans, pigs, cattle, sheep, deer, and goats, and for the detection of F+ RNA bacteriophage genogroups I to IV, which are associated with human and animal wastes. The sensitivity of this viral toolbox (VTB) was tested against 10-fold dilution series of DNA plasmids that carry the target sequences of the respective viruses and was shown to detect at least 10 plasmid copies for each assay. A panel of human and animal enteric and respiratory viruses showed these assays to be highly sensitive and specific to their respective targets. The VTB was used to detect viruses in fecal and environmental samples, including raw sewage and biosolids from municipal sewage treatment plants, abattoir sewage, and fecally contaminated shellfish and river water, which were likely to contain animal or human viruses.
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Affiliation(s)
- Sandro Wolf
- Institute of Environmental Science and Research Ltd., Kenepuru Science Centre, P.O. Box 50-348, Porirua, New Zealand
| | - Joanne Hewitt
- Institute of Environmental Science and Research Ltd., Kenepuru Science Centre, P.O. Box 50-348, Porirua, New Zealand
| | - Gail E. Greening
- Institute of Environmental Science and Research Ltd., Kenepuru Science Centre, P.O. Box 50-348, Porirua, New Zealand
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Skraber S, Ogorzaly L, Helmi K, Maul A, Hoffmann L, Cauchie HM, Gantzer C. Occurrence and persistence of enteroviruses, noroviruses and F-specific RNA phages in natural wastewater biofilms. WATER RESEARCH 2009; 43:4780-9. [PMID: 19616820 DOI: 10.1016/j.watres.2009.05.020] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Revised: 04/30/2009] [Accepted: 05/10/2009] [Indexed: 05/15/2023]
Abstract
Enteroviruses and noroviruses are pathogenic viruses excreted by infected individuals. Discharged in wastewaters, some of these viruses can be captured by biofilms. In the present study, we assessed the occurrence and persistence of these viruses in wastewaters and in corresponding biofilms. Natural wastewaters and biofilms were analyzed monthly from January to July using real-time RT-PCR. Enterovirus RNA was detected in wastewater in June while norovirus RNA was detected from January to March. In contrast, biofilm analysis revealed the presence of both enterovirus and norovirus genomes throughout the study period. For instance, enterovirus and norovirus genogroups (GG) I and II were detected in 50, 46 and 37% of the biofilm samples, respectively (n=24). In a laboratory experiment, persistence of norovirus GGI RNA (quantified using molecular techniques) and F-specific bacteriophages (quantified using both culture and molecular techniques) was assessed in wastewater and corresponding naturally-contaminated biofilms at both 4 and 20 degrees C. The concentrations of viral genomes (norovirus GGI and F-specific RNA phage) were very stable in biofilms. Indeed, no significant decrease was observed during the persistence experiment that lasted 49 days. Furthermore, regardless of our experimental conditions, viral genome and infectious F-specific bacteriophages persisted longer in biofilm than in wastewater. According to our results, wastewater biofilms may contribute to the persistence and dispersal of pathogenic viruses outside of epidemic periods.
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Affiliation(s)
- Sylvain Skraber
- Centre de Recherche Public - Gabriel Lippmann, Department of Environment and Agro-biotechnologies (EVA), 41 rue du Brill, L-4422 Belvaux, Luxembourg.
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Molecular characterization of bacteriophages for microbial source tracking in Korea. Appl Environ Microbiol 2009; 75:7107-14. [PMID: 19767475 DOI: 10.1128/aem.00464-09] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We investigated coliphages from various fecal sources, including humans and animals, for microbial source tracking in South Korea. Both somatic and F+-specific coliphages were isolated from 43 fecal samples from farms, wild animal habitats, and human wastewater plants. Somatic coliphages were more prevalent and abundant than F+ coliphages in all of the tested fecal samples. We further characterized 311 F+ coliphage isolates using RNase sensitivity assays, PCR and reverse transcription-PCR, and nucleic acid sequencing. Phylogenetic analyses were performed based on the partial nucleic acid sequences of 311 F+ coliphages from various sources. F+ RNA coliphages were most prevalent among geese (95%) and were least prevalent in cows (5%). Among the genogroups of F+ RNA coliphages, most F+ coliphages isolated from animal fecal sources belonged to either group I or group IV, and most from human wastewater sources were in group II or III. Some of the group I coliphages were present in both human and animal source samples. F+ RNA coliphages isolated from various sources were divided into two main clusters. All F+ RNA coliphages isolated from human wastewater were grouped with Qbeta-like phages, while phages isolated from most animal sources were grouped with MS2-like phages. UniFrac significance statistical analyses revealed significant differences between human and animal bacteriophages. In the principal coordinate analysis (PCoA), F+ RNA coliphages isolated from human waste were distinctively separate from those isolated from other animal sources. However, F+ DNA coliphages were not significantly different or separate in the PCoA. These results demonstrate that proper analysis of F+ RNA coliphages can effectively distinguish fecal sources.
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Improved detection of F-specific RNA coliphages in fecal material by extraction and polyethylene glycol precipitation. Appl Environ Microbiol 2009; 75:6142-6. [PMID: 19648380 DOI: 10.1128/aem.00436-09] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Male-specific RNA coliphages (F-RNA coliphages) have been proposed as a potential viral indicator of fecal contamination in water and foods because they are easy to culture and are a normal component of the mammalian gut flora. F-RNA coliphage plaque numbers are typically obtained by directly plating a 10-fold dilution of 1 g of fecal material, but the numbers of F-RNA coliphages shed by animals and humans may be too low for direct enumeration. Therefore, the sensitivity of detecting F-RNA coliphages in fecal material was improved by extracting and precipitating F-RNA coliphage from a 10-g fecal sample by use of polyethylene glycol (PEG). The highest recovery of F-RNA coliphage with 10% beef extract, pH 7.2, was obtained in the presence of 1 M NaCl and 10% PEG after 16 h of precipitation, but a pellet was not obtained after a short precipitation time of 2 h. There was no significant difference between eluant-to-fecal-material ratios of 4:1 and 9:1 or homogenization with a stomacher or pulsifier. F-RNA coliphage were detected in 64% (16 of 25 samples) of fecal samples from various sources when the sample size was 10 g but in 36% (9 of 25 samples) of samples when the sample size was 1 g. When F-RNA coliphage were detected in 1-g samples, they were also detected in 10-g samples. When F-RNA coliphage were detected in 10-g samples but not in 1-g samples, the levels were <100 PFU/g.
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McQuaig SM, Scott TM, Lukasik JO, Paul JH, Harwood VJ. Quantification of human polyomaviruses JC Virus and BK Virus by TaqMan quantitative PCR and comparison to other water quality indicators in water and fecal samples. Appl Environ Microbiol 2009; 75:3379-88. [PMID: 19346361 PMCID: PMC2687276 DOI: 10.1128/aem.02302-08] [Citation(s) in RCA: 157] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2008] [Accepted: 03/24/2009] [Indexed: 11/20/2022] Open
Abstract
In the United States, total maximum daily load standards for bodies of water that do not meet bacterial water quality standards are set by each state. The presence of human polyomaviruses (HPyVs) can be used as an indicator of human-associated sewage pollution in these waters. We have developed and optimized a TaqMan quantitative PCR (QPCR) assay based on the conserved T antigen to both quantify and simultaneously detect two HPyVs; JC virus and BK virus. The QPCR assay was able to consistently quantify > or =10 gene copies per reaction and is linear over 5 orders of magnitude. HPyVs were consistently detected in human waste samples (57 of 64) and environmental waters with known human fecal contamination (5 of 5) and were not amplified in DNA extracted from 127 animal waste samples from 14 species. HPyV concentrations in sewage decreased 81.2 and 84.2% over 28 days incubation at 25 and 35 degrees C, respectively. HPyVs results were compared to Escherichia coli, fecal coliform, and enterococci concentrations and the presence of three other human-associated microbes: Bacteroidetes, Methanobrevibacter smithii, and adenovirus. HPyVs were the most frequently detected of these in human and contaminated environmental samples and were more human specific than the Bacteroidetes (HF183) or M. smithii. HPyVs and M. smithii more closely mimicked the persistence of adenovirus in sewage than the other microbes. The use of this rapid and quantitative assay in water quality research could help regulatory agencies to identify sources of water pollution for improved remediation of contaminated waters and ultimately protect humans from exposure to pathogens.
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Affiliation(s)
- Shannon M McQuaig
- Department of Biology, University of South Florida, Tampa, 33620, USA
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Muniesa M, Payan A, Moce-Llivina L, Blanch AR, Jofre J. Differential persistence of F-specific RNA phage subgroups hinders their use as single tracers for faecal source tracking in surface water. WATER RESEARCH 2009; 43:1559-64. [PMID: 19147174 DOI: 10.1016/j.watres.2008.12.038] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2008] [Revised: 12/23/2008] [Accepted: 12/23/2008] [Indexed: 05/20/2023]
Abstract
The four subgroups of F-specific RNA bacteriophages (I-IV) have been proposed as potential tracers for faecal source tracking. Groups II and III predominate in human sources while groups I and IV are most abundant in animal sources. The four subgroups of naturally occurring F-specific RNA bacteriophages were identified in different samples by plaque hybridization with genotype-specific probes and the persistence of each subgroup was evaluated. The proportions of the F-specific RNA bacteriophage subgroups were measured in wastewaters, after inactivation in surface waters or after wastewater treatment and in mixtures of wastewater of human and animal origin. Our results indicate that phage groups differ in their persistence in the environment and to different disinfecting treatments. The greater survival of subgroups I and II in treated samples hinders the interpretation of results obtained with F-specific RNA bacteriophages. The phages of subgroups III and IV were the least resistant to all treatments. These results should be considered when using genotypes of F-specific RNA as sole tracers for faecal source tracking.
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Affiliation(s)
- Maite Muniesa
- Department of Microbiology, University of Barcelona, Diagonal 645, 08028 Barcelona, Catalonia, Spain.
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Jofre J. Is the replication of somatic coliphages in water environments significant? J Appl Microbiol 2009; 106:1059-69. [DOI: 10.1111/j.1365-2672.2008.03957.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Indicator Microorganisms. Environ Microbiol 2009. [DOI: 10.1016/b978-0-12-370519-8.00023-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
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40
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De Paepe M, Taddei F. Viruses' life history: towards a mechanistic basis of a trade-off between survival and reproduction among phages. PLoS Biol 2008; 4:e193. [PMID: 16756387 PMCID: PMC1475768 DOI: 10.1371/journal.pbio.0040193] [Citation(s) in RCA: 202] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2005] [Accepted: 04/12/2006] [Indexed: 11/23/2022] Open
Abstract
Life history theory accounts for variations in many traits involved in the reproduction and survival of living organisms, by determining the constraints leading to trade-offs among these different traits. The main life history traits of phages—viruses that infect bacteria—are the multiplication rate in the host, the survivorship of virions in the external environment, and their mode of transmission. By comparing life history traits of 16 phages infecting the bacteria
Escherichia coli, we show that their mortality rate is constant with time and negatively correlated to their multiplication rate in the bacterial host. Even though these viruses do not age, this result is in line with the trade-off between survival and reproduction previously observed in numerous aging organisms. Furthermore, a multiple regression shows that the combined effects of two physical parameters, namely, the capsid thickness and the density of the packaged genome, account for 82% of the variation in the mortality rate. The correlations between life history traits and physical characteristics of virions may provide a mechanistic explanation of this trade-off. The fact that this trade-off is present in this very simple biological situation suggests that it might be a fundamental property of evolving entities produced under constraints. Moreover, such a positive correlation between mortality and multiplication reveals an underexplored trade-off in host–parasite interactions.
A comparison of life-history traits of 16 phages infecting
E. coli reveals that although these viruses don't age, there is a trade-off between mortality and growth rate, which parallels that observed in many other species.
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Affiliation(s)
- Marianne De Paepe
- 1Laboratoire de Genetique Moleculaire, Evolutive et Medicale, University of Paris 5, INSERM, Paris, France
| | - François Taddei
- 1Laboratoire de Genetique Moleculaire, Evolutive et Medicale, University of Paris 5, INSERM, Paris, France
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Gino E, Starosvetsky J, Armon R. Bacteriophage ecology in a small community sewer system related to their indicative role in sewage pollution of drinking water. Environ Microbiol 2008; 9:2407-16. [PMID: 17803767 DOI: 10.1111/j.1462-2920.2007.01355.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In view of various studies looking for the merit of coliphages as indicators of water pollution with viruses originating from faecal material, a small agricultural community (population of approximately 1500 inhabitants of all ages, 2-3 km from Haifa) was selected in order to understand these bacteriophage ecology (F-RNA and somatic coliphages) in its sewer and oxidation pond system. Along the sewer lines, it was possible to isolate constantly both bacteriophage types (F-RNA and somatic coliphages) at 10(2)-10(4) plaque-forming units (pfu) ml(-1). The average numbers of somatic and F-RNA phages isolated from oxidation pond were 10(3)-10(4) pfu ml(-1); however, somatic coliphages were undetectable for several months (April-August). Significant high correlation (0.944 < R(2) < 0.99) was found between increased anionic detergent concentrations and F-RNA coliphage numbers. Infants less than 1 year old excreted both phage types and few only F-RNA coliphages (at high numbers > 10(5) pfu g(-1)) for up to 1 year. The excretion of F-RNA coliphages was highly linked to Escherichia coli F(+) harborage in the intestinal track as found in their faecal content. Finally, three bacterial hosts E. coli F(+), F(-) and CN(13) tested for survivability in sewage filtrate revealed that E. coli F(+) had the highest survivability under these conditions. Presence of somatic and F male-specific phages in sewer lines of a small community are influenced by several factors such as: anionic detergents, nutrients, temperature, source (mainly infants), shedding and survival capability of the host strain. Better understanding of coliphages ecology in sewer systems can enhance our evaluation of these proposed indicator/index microorganisms used in tracking environmental pollution of water, soil and crop contamination with faecal material containing enteric viruses.
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Affiliation(s)
- Efrat Gino
- Faculty of Civil and Environmental Engineering, Division of Environmental, Water and Agricultural Engineering, Technion, Haifa 32000, Israel
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Love DC, Vinjé J, Khalil SM, Murphy J, Lovelace GL, Sobsey MD. Evaluation of RT-PCR and reverse line blot hybridization for detection and genotyping F+ RNA coliphages from estuarine waters and molluscan shellfish. J Appl Microbiol 2007; 104:1203-12. [PMID: 18028362 DOI: 10.1111/j.1365-2672.2007.03646.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS To evaluate a PCR-based detection and typing method for faecal indicator viruses (F+ RNA coliphages) in water and shellfish, and apply the method for better understanding of the ecology and microbial source tracking potential of these viruses. METHODS AND RESULTS Water and shellfish samples were collected over 3 years at nine estuaries in the East, West and Gulf Coasts of the USA, providing 1033 F+ RNA coliphage isolates. F+ RNA coliphage genotyping rates by reverse transcriptase-PCR-reverse line blot (RLB) hybridization ranged from 94.7% to 100% among estuaries, and were not significantly different in oysters, clams, mussels or water (P = 0.8427). Twenty samples negative by RLB were nucleotide sequenced for confirmation, and to refine RLB probes. More F+ RNA coliphages were genotyped from colder water than warmer waters, while the water salinity did not affect F+ RNA coliphage levels. CONCLUSIONS RT-PCR-RLB was a robust method for detecting and genotyping F+ RNA coliphages from diverse coastal areas, which provided new information on the ecology of F+ RNA coliphages. SIGNIFICANCE AND IMPACT OF THE STUDY This performance-validated F+ RNA coliphage method can be used for faecal indicator monitoring and microbial source tracking, to protect recreational bathers and shellfish consumers from exposure to pathogenic virus and their disease risks.
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Affiliation(s)
- D C Love
- Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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Stewart-Pullaro J, Daugomah JW, Chestnut DE, Graves DA, Sobsey MD, Scott GI. F+ RNA coliphage typing for microbial source tracking in surface waters. J Appl Microbiol 2007; 101:1015-26. [PMID: 17040225 DOI: 10.1111/j.1365-2672.2006.03011.x] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS The utility of coliphages to detect and track faecal pollution was evaluated using South Carolina surface waters that exceeded State faecal coliform standards. METHODS AND RESULTS Coliphages were isolated from 117 surface water samples by single agar layer (SAL) and enrichment presence/absence (EP/A) methods. Confirmed F+ RNA coliphages were typed for microbial source tracking using a library-independent approach. Concentrations of somatic coliphages using 37 and 44.5 degrees C incubation temperatures were found to be significantly different and the higher temperature may be more specific for faecal contamination. The EP/A technique detected coliphages infecting Escherichia coli Famp in 38 (66%) of the 58 surface water samples negative for F+ coliphages by the SAL method. However, coliphages isolated by EP/A were found to be less representative of coliphage diversity within a sample. Among the 2939 coliphage isolates tested from surface water and known source samples, 813 (28%) were found to be F+ RNA. The majority (94%) of surface water F+ RNA coliphage isolates typed as group I. Group II and/or III viruses were identified from 14 surface water stations, the majority of which were downstream of wastewater discharges. These sites were likely contaminated by human-source faecal pollution. CONCLUSIONS The results suggest that faecal contamination in surface waters can be detected and source identifications aided by coliphage analyses. SIGNIFICANCE AND IMPACT OF THE STUDY This study supports the premise that coliphage typing can provide useful, but not absolute, information to distinguish human from animal sources of faecal pollution. Furthermore, the comparison of coliphage isolation methods detailed in this study should provide valuable information to those wishing to incorporate coliphage detection into water quality assessments.
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Affiliation(s)
- J Stewart-Pullaro
- NOAA, Center for Coastal Environmental Health and Biomolecular Research, Charleston, SC, USA.
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Plummer JD, Long SC. Monitoring source water for microbial contamination: evaluation of water quality measures. WATER RESEARCH 2007; 41:3716-28. [PMID: 17560623 DOI: 10.1016/j.watres.2007.05.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2007] [Revised: 04/30/2007] [Accepted: 05/06/2007] [Indexed: 05/15/2023]
Abstract
Watershed management programs often rely on monitoring for a large number of water quality parameters to define contaminant issues. While coliforms have traditionally been used to identify microbial contamination, these indicators cannot discriminate among potential contaminant sources. Microbial source tracking (MST) can provide the missing link that implicates the sources of contamination. The objective of this study was to use a weight-of-evidence approach (land use analysis using GIS, sanitary surveys, traditional water quality monitoring, and MST targets) to identify sources of pollution within a watershed that contains a raw drinking water source. For the study watersheds, statistical analyses demonstrated that one measure each of particulate matter (turbidity, particle counts), organic matter (total organic carbon, dissolved organic carbon, UV(254) absorbance), and indicator organisms (fecal coliforms, enterococci) were adequate for characterizing water quality. While these traditional parameters were useful for assessing overall water quality, they were not intended to differentiate between microbial sources at different locations. In contrast, the MST targets utilized (Rhodococcus coprophilus, sorbitol-fermenting Bifidobacteria, and male-specific coliphages) pinpointed specific sources of microbial pollution. However, these targets could not be used for routine monitoring due to a high percentage of non-detects.
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Affiliation(s)
- Jeanine D Plummer
- Department of Civil and Environmental Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, USA.
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Yan T, Sadowsky MJ. Determining sources of fecal bacteria in waterways. ENVIRONMENTAL MONITORING AND ASSESSMENT 2007; 129:97-106. [PMID: 17072547 DOI: 10.1007/s10661-006-9426-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2005] [Revised: 01/25/2006] [Accepted: 03/09/2006] [Indexed: 05/12/2023]
Abstract
The microbiological contamination of waterways by pathogenic microbes has been, and is still, a persistent public safety concern in the United States and in most countries of the world. As most enteric pathogens are transmitted through the fecal-oral route, fecal pollution is generally regarded as the major contributor of pathogens to waterways. Fecal pollution of waterways can originate from wastewater treatment facilities, septic tanks, domestic- and wild-animal feces, and pets. Because enteric pathogens are derived from human or animal sources, techniques capable of identifying and apportioning fecal sources have been intensively investigated for use in remediation efforts and to satisfy regulatory concerns. Pollution of human origin is of the most concern, since human feces is more likely to contain human-specific enteric pathogens. Fecal indicator bacteria have been used successfully as the primary tool for microbiologically based risk assessment. However measurement of fecal indicator bacteria does not define what pathogens are present, or define the sources of these bacteria. Microbial source tracking (MST) methods that have the ability to differentiate among sources of fecal pollution are currently under development. These methods will ultimately be useful for risk assessment purposes and to aid regulatory agencies in developing strategies to remediate microbiologically impaired waterways.
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Affiliation(s)
- Tao Yan
- Department of Soil, Water, and Climate, University of Minnesota, 1991 Upper Buford Circle, St. Paul, MN 55108, USA.
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Stapleton CM, Wyer MD, Kay D, Crowther J, McDonald AT, Walters M, Gawler A, Hindle T. Microbial source tracking: a forensic technique for microbial source identification? ACTA ACUST UNITED AC 2007; 9:427-39. [PMID: 17492088 DOI: 10.1039/b617059e] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
As the requirements of the Water Framework Directive (WFD) and the US Clean Water Act (USCWA) for the maintenance of microbiological water quality in 'protected areas' highlight, there is a growing recognition that integrated management of point and diffuse sources of microbial pollution is essential. New information on catchment microbial dynamics and, in particular, the sources of faecal indicator bacteria found in bathing and shellfish harvesting waters is a pre-requisite for the design of any 'programme of measures' at the drainage basin scale to secure and maintain compliance with existing and new health-based microbiological standards. This paper reports on a catchment-scale microbial source tracking (MST) study in the Leven Estuary drainage basin, northwest England, an area for which quantitative faecal indicator source apportionment empirical data and land use information were also collected. Since previous MST studies have been based on laboratory trials using 'manufactured' samples or analyses of spot environmental samples without the contextual microbial flux data (under high and low flow conditions) and source information, such background data are needed to evaluate the utility of MST in USCWA total maximum daily load (TMDL) assessments or WFD 'Programmes of Measures'. Thus, the operational utility of MST remains in some doubt. The results of this investigation, using genotyping of Bacteroidetes using polymerase chain reaction (PCR) and male-specific ribonucleic acid coliphage (F + RNA coliphage) using hybridisation, suggest some discrimination is possible between livestock- and human-derived faecal indicator concentrations but, in inter-grade areas, the degree to which the tracer picture reflected the land use pattern and probable faecal indicator loading were less distinct. Interestingly, the MST data was more reliable on high flow samples when much of the faecal indicator flux from catchment systems occurs. Whilst a useful supplementary tool, the MST information did not provide quantitative source apportionment for the study catchment. Thus, it could not replace detailed empirical measurement of microbial flux at key catchment outlets to underpin faecal indicator source apportionment. Therefore, the MST techniques reported herein currently may not meet the standards required to be a useful forensic tool, although continued development of the methods and further catchment scale studies could increase confidence in such methods for future application.
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Affiliation(s)
- Carl M Stapleton
- Centre for Catchment and Coastal Research, River Basin Dynamics and Hydrology Research Group, University of Wales, Aberystwyth, Ceredigion, UK, S23 3DB
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Hundesa A, Maluquer de Motes C, Bofill-Mas S, Albinana-Gimenez N, Girones R. Identification of human and animal adenoviruses and polyomaviruses for determination of sources of fecal contamination in the environment. Appl Environ Microbiol 2006; 72:7886-93. [PMID: 17041162 PMCID: PMC1694229 DOI: 10.1128/aem.01090-06] [Citation(s) in RCA: 120] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2006] [Accepted: 09/28/2006] [Indexed: 11/20/2022] Open
Abstract
The Adenoviridae and Polyomaviridae families comprise a wide diversity of viruses which may be excreted for long periods in feces or urine. In this study, a preliminary analysis of the prevalence in the environment and the potential usefulness as source-tracking tools of human and animal adenoviruses and polyomaviruses has been developed. Molecular assays based on PCR specifically targeting human adenoviruses (HAdV), porcine adenoviruses (PAdV), bovine adenoviruses (BAdV), and bovine polyomaviruses (BPyV) were applied to environmental samples including urban sewage, slaughterhouse, and river water samples. PAdV and BPyV were detected in a very high percentage of samples potentially affected by either porcine or bovine fecal contamination, respectively. However, BAdV were detected in only one sample, showing a lower prevalence than BPyV in the wastewater samples analyzed. The 22 slaughterhouse samples with fecal contamination of animal origin showed negative results for the presence of HAdV. The river water samples analyzed were positive for the presence of both human and animal adenoviruses and polyomaviruses, indicating the existence of diverse sources of contamination. The identities of the viruses detected were confirmed by analyses of the amplified sequences. All BPyV isolates showed a 97% similarity in nucleotide sequences. This is the first time that PAdV5, BAdV6, and BPyV have been reported to occur in environmental samples. Human and porcine adenoviruses and human and bovine polyomaviruses are proposed as tools for evaluating the presence of viral contamination and for tracking the origin of fecal/urine contamination in environmental samples.
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Affiliation(s)
- Ayalkibet Hundesa
- Department of Microbiology, Faculty of Biology, University of Barcelona, Av. Diagonal 645, Barcelona 08028, Spain
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Verthé K, Possemiers S, Vaneechoutte M, Boon N, Verstraete W. Factors Controlling the Activity of Bacteriophage UZ1 againstEnterobacter aerogenes Strain BE1 under Simulated Intestinal Conditions. Eng Life Sci 2006. [DOI: 10.1002/elsc.200620146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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McQuaig SM, Scott TM, Harwood VJ, Farrah SR, Lukasik JO. Detection of human-derived fecal pollution in environmental waters by use of a PCR-based human polyomavirus assay. Appl Environ Microbiol 2006; 72:7567-74. [PMID: 16997988 PMCID: PMC1694258 DOI: 10.1128/aem.01317-06] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Regulatory agencies mandate the use of fecal coliforms, Escherichia coli or Enterococcus spp., as microbial indicators of recreational water quality. These indicators of fecal pollution do not identify the specific sources of pollution and at times underestimate health risks associated with recreational water use. This study proposes the use of human polyomaviruses (HPyVs), which are widespread among human populations, as indicators of human fecal pollution. A method was developed to concentrate and extract HPyV DNA from environmental water samples and then to amplify it by nested PCR. HPyVs were detected in as little as 1 microl of sewage and were not amplified from dairy cow or pig wastes. Environmental water samples were screened for the presence of HPyVs and two additional markers of human fecal pollution: the Enterococcus faecium esp gene and the 16S rRNA gene of human-associated Bacteroides. The presence of human-specific indicators of fecal pollution was compared to fecal coliform and Enterococcus concentrations. HPyVs were detected in 19 of 20 (95%) samples containing the E. faecium esp gene and Bacteroides human markers. Weak or no correlation was observed between the presence/absence of human-associated indicators and counts of indicator bacteria. The sensitivity, specificity, and correlation with other human-associated markers suggest that the HPyV assay could be a useful predictor of human fecal pollution in environmental waters and an important component of the microbial-source-tracking "toolbox."
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Affiliation(s)
- Shannon M McQuaig
- Department of Microbiology and Cell Science, University of Florida, Gainesville 33611, USA
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