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Mackuľak T, Gál M, Špalková V, Fehér M, Briestenská K, Mikušová M, Tomčíková K, Tamáš M, Butor Škulcová A. Wastewater-Based Epidemiology as an Early Warning System for the Spreading of SARS-CoV-2 and Its Mutations in the Population. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5629. [PMID: 34070320 PMCID: PMC8197469 DOI: 10.3390/ijerph18115629] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 12/18/2022]
Abstract
New methodologies based on the principle of "sewage epidemiology" have been successfully applied before in the detection of illegal drugs. The study describes the idea of early detection of a virus, e.g., SARS-CoV-2, in wastewater in order to focus on the area of virus occurrence and supplement the results obtained from clinical examination. By monitoring temporal variation in viral loads in wastewater in combination with other analysis, a virus outbreak can be detected and its spread can be suppressed early. The use of biosensors for virus detection also seems to be an interesting application. Biosensors are highly sensitive, selective, and portable and offer a way for fast analysis. This manuscript provides an overview of the current situation in the area of wastewater analysis, including genetic sequencing regarding viral detection and the technological solution of an early warning system for wastewater monitoring based on biosensors.
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Affiliation(s)
- Tomáš Mackuľak
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
| | - Miroslav Gál
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
| | - Viera Špalková
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
- Department of Zoology and Fisheries, Faculty of Agrobiology Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 165 21 Prague, Czech Republic
| | - Miroslav Fehér
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
| | - Katarína Briestenská
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Miriam Mikušová
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Karolína Tomčíková
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Michal Tamáš
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
| | - Andrea Butor Škulcová
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
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Ishmukhametov RR, Russell AN, Wheeler RJ, Nord AL, Berry RM. A Simple low-cost device enables four epi-illumination techniques on standard light microscopes. Sci Rep 2016; 6:20729. [PMID: 26853732 PMCID: PMC4745110 DOI: 10.1038/srep20729] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 01/11/2016] [Indexed: 12/02/2022] Open
Abstract
Back-scattering darkfield (BSDF), epi-fluorescence (EF), interference reflection contrast (IRC), and darkfield surface reflection (DFSR) are advanced but expensive light microscopy techniques with limited availability. Here we show a simple optical design that combines these four techniques in a simple low-cost miniature epi-illuminator, which inserts into the differential interference-contrast (DIC) slider bay of a commercial microscope, without further additions required. We demonstrate with this device: 1) BSDF-based detection of Malarial parasites inside unstained human erythrocytes; 2) EF imaging with and without dichroic components, including detection of DAPI-stained Leishmania parasite without using excitation or emission filters; 3) RIC of black lipid membranes and other thin films, and 4) DFSR of patterned opaque and transparent surfaces. We believe that our design can expand the functionality of commercial bright field microscopes, provide easy field detection of parasites and be of interest to many users of light microscopy.
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Affiliation(s)
- Robert R Ishmukhametov
- Department of Physics, Clarendon Laboratory, University of Oxford, Parks Road, Oxford, OX1 3PU, UK
| | - Aidan N Russell
- Department of Physics, Clarendon Laboratory, University of Oxford, Parks Road, Oxford, OX1 3PU, UK
| | - Richard J Wheeler
- The Sir William Dunn School of Pathology, University of Oxford, South Parks Road, Oxford, OX1 3RE, UK
| | - Ashley L Nord
- Department of Physics, Clarendon Laboratory, University of Oxford, Parks Road, Oxford, OX1 3PU, UK
| | - Richard M Berry
- Department of Physics, Clarendon Laboratory, University of Oxford, Parks Road, Oxford, OX1 3PU, UK
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Lee CS, Lee C, Marion J, Wang Q, Saif L, Lee J. Occurrence of human enteric viruses at freshwater beaches during swimming season and its link to water inflow. THE SCIENCE OF THE TOTAL ENVIRONMENT 2014; 472:757-66. [PMID: 24333998 DOI: 10.1016/j.scitotenv.2013.11.088] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 11/09/2013] [Accepted: 11/18/2013] [Indexed: 05/27/2023]
Abstract
Human enteric viruses are significant etiological agents for many recreational waterborne illnesses. The occurrence and density of human enteric viruses such as human adenovirus (HAdV), human enterovirus (HEnV), and human norovirus genogroups I/II (HNoV GI/GII) were investigated using quantitative real-time PCR (qPCR) at freshwater beaches along with monitoring fecal indicators and environmental parameters. During the 2009 swimming season, water samples were collected from three inland freshwater beaches in Ohio, USA. Of the total samples, 40% (26/65) and 17% (11/65) were positive for HAdV and HEnV respectively, but HNoV GI/GII were not detected. There was no significant association among the detected human enteric viruses (HAdV and HEnV) and fecal bacteria indicators (Escherichia coli and Bacteroides) by Spearman correlation and principal component analyses. Logistic regression analysis also revealed that the odds of finding HAdV or HEnV was not influenced by levels of fecal bacteria indicators. However, there was a 14-fold increase in the odds of HEnV detection for each 1-log increase in daily water inflow (m(3)/s) into freshwater beach reservoirs (adjusted odds ratio=14.2; 95% confidence interval=1.19-171). In summary, the viral occurrence at the freshwater beaches was not readily explained by the levels of fecal bacteria indicators, but appeared to be more related to water reservoir inflows. These results suggest that hydrological data must be considered in future epidemiology efforts aimed at characterizing beach water safety.
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Affiliation(s)
- Chang Soo Lee
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH 43210, USA
| | - Cheonghoon Lee
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH 43210, USA
| | - Jason Marion
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH 43210, USA
| | - Qiuhong Wang
- Food Animal Health Research Program, Ohio Agricultural Research and Development Center, Department of Veterinary Preventive Medicine, The Ohio State University, Wooster, OH 44691, USA
| | - Linda Saif
- Food Animal Health Research Program, Ohio Agricultural Research and Development Center, Department of Veterinary Preventive Medicine, The Ohio State University, Wooster, OH 44691, USA
| | - Jiyoung Lee
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH 43210, USA; Department of Food Sciences & Technology, The Ohio State University, Columbus, OH 43210, USA.
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Travas-Sejdic J, Aydemir N, Kannan B, Williams DE, Malmström J. Intrinsically conducting polymer nanowires for biosensing. J Mater Chem B 2014; 2:4593-4609. [DOI: 10.1039/c4tb00598h] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The fabrication of conductive polymer nanowires and their sensing of nucleic acids, proteins and pathogens is reviewed in this feature article.
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Affiliation(s)
- J. Travas-Sejdic
- School of Chemical Sciences
- University of Auckland
- Auckland 1142, New Zealand
- MacDiarmid Institute for Advanced Materials and Nanotechnology
- Wellington 6140, New Zealand
| | - N. Aydemir
- School of Chemical Sciences
- University of Auckland
- Auckland 1142, New Zealand
- MacDiarmid Institute for Advanced Materials and Nanotechnology
- Wellington 6140, New Zealand
| | - B. Kannan
- Revolution Fibres Ltd
- , New Zealand
- School of Chemical Sciences
- University of Auckland
- Auckland 1142, New Zealand
| | - D. E. Williams
- School of Chemical Sciences
- University of Auckland
- Auckland 1142, New Zealand
- MacDiarmid Institute for Advanced Materials and Nanotechnology
- Wellington 6140, New Zealand
| | - J. Malmström
- School of Chemical Sciences
- University of Auckland
- Auckland 1142, New Zealand
- MacDiarmid Institute for Advanced Materials and Nanotechnology
- Wellington 6140, New Zealand
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Fonseca Júnior A, Cotorello A, Dias N, D'Ambros R, Leite R, Heneimann M, Reis J. PCR em tempo real para detecção do vírus da doença de Aujeszky. ARQ BRAS MED VET ZOO 2013. [DOI: 10.1590/s0102-09352013000300028] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
O objetivo deste trabalho foi desenvolver uma PCR em tempo real (qPCR) para o diagnóstico rápido e sensível da doença de Aujeszky. Os iniciadores amplificaram um fragmento de 123 pares de base do gene codificante da glicoproteína D. A qPCR foi testada em 25 amostras de cérebro de suíno positivas e 85 amostras negativas para DA no isolamento viral e na soroneutralização. A sensibilidade analítica foi calculada com acréscimo de um isolado brasileiro do SuHV-1 titulado em amostras de cérebro de suíno negativas na soroneutralização e na PCR. A técnica apresentou sensibilidade analítica de 10-0,5 TCID50/50µL. A qPCR foi capaz de distinguir reações inespecíficas devido a dímero de oligonucleotídeos iniciadores ou amplificações, além do alvo designado (evitando, assim, os falso-positivos), e de obter resultados rápidos.
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Hartmann EM, Halden RU. Analytical methods for the detection of viruses in food by example of CCL-3 bioagents. Anal Bioanal Chem 2012; 404:2527-37. [PMID: 22526652 DOI: 10.1007/s00216-012-5974-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2012] [Revised: 03/24/2012] [Accepted: 03/26/2012] [Indexed: 12/26/2022]
Abstract
This critical review presents challenges and strategies in the detection of viral contaminants in food products. Adenovirus, caliciviruses, enteroviruses, and hepatitis A are emerging contaminant viruses. These viruses contaminate a variety of food products, including fruits, vegetables, shellfish, and ready-to-eat processed foods. The diversity of targets and sample matrices presents unique challenges to virus monitoring that have been addressed by a wide array of processing and detection methods. This review covers sample acquisition and handling, virus recovery/concentration, and the determination of targets using molecular biology and mass-spectrometric approaches. The concentration methods discussed include precipitation, antibody-based concentration, and filtration; the detection methods discussed include microscopy, polymerase chain reaction, nucleic acid sequence-based amplification, and mass spectrometry.
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Affiliation(s)
- E M Hartmann
- The Swette Center for Environmental Biotechnology, Arizona State University, Tempe, AZ 85006-5701, USA
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Fu G, Miles A, Alphey L. Multiplex detection and SNP genotyping in a single fluorescence channel. PLoS One 2012; 7:e30340. [PMID: 22272339 PMCID: PMC3260291 DOI: 10.1371/journal.pone.0030340] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2011] [Accepted: 12/14/2011] [Indexed: 12/30/2022] Open
Abstract
Probe-based PCR is widely used for SNP (single nucleotide polymorphism) genotyping and pathogen nucleic acid detection due to its simplicity, sensitivity and cost-effectiveness. However, the multiplex capability of hydrolysis probe-based PCR is normally limited to one target (pathogen or allele) per fluorescence channel. Current fluorescence PCR machines typically have 4–6 channels. We present a strategy permitting the multiplex detection of multiple targets in a single detection channel. The technique is named Multiplex Probe Amplification (MPA). Polymorphisms of the CYP2C9 gene (cytochrome P450, family 2, subfamily C, polypeptide 9, CYP2C9*2) and human papillomavirus sequences HPV16, 18, 31, 52 and 59 were chosen as model targets for testing MPA. The allele status of the CYP2C9*2 determined by MPA was entirely concordant with the reference TaqMan® SNP Genotyping Assays. The four HPV strain sequences could be independently detected in a single fluorescence detection channel. The results validate the multiplex capacity, the simplicity and accuracy of MPA for SNP genotyping and multiplex detection using different probes labeled with the same fluorophore. The technique offers a new way to multiplex in a single detection channel of a closed-tube PCR.
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Affiliation(s)
- Guoliang Fu
- Oxitec Limited, Oxford, United Kingdom
- Department of Zoology, University of Oxford, Oxford, United Kingdom
- * E-mail: (GF); (LA)
| | | | - Luke Alphey
- Oxitec Limited, Oxford, United Kingdom
- Department of Zoology, University of Oxford, Oxford, United Kingdom
- * E-mail: (GF); (LA)
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Simultaneous detection of infectious human echoviruses and adenoviruses by an in situ nuclease-resistant molecular beacon-based assay. Appl Environ Microbiol 2011; 78:1584-8. [PMID: 22194298 DOI: 10.1128/aem.05937-11] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A multiplex methodology using two nuclease-resistant molecular beacons that target specific genomic regions of adenovirus 2 and echovirus 17 during simultaneous infection in A549 cells is presented. Using fluorescence microscopy, visualization of enteroviral and adenoviral replication was possible within 3 h postinfection.
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von Kanel T, Gerber D, Wittwer CT, Hermann M, Gallati S. Detecting and resolving position-dependent temperature effects in real-time quantitative polymerase chain reaction. Anal Biochem 2011; 419:161-7. [DOI: 10.1016/j.ab.2011.08.041] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Revised: 08/10/2011] [Accepted: 08/10/2011] [Indexed: 10/17/2022]
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Fonseca Jr. A, Costa E, Oliveira T, Sales E, Sales M, Leite R, Heneimann MB, Reis J. PCR Multiplex para detecção dos principais herpesvírus neurológicos de ruminantes. ARQ BRAS MED VET ZOO 2011. [DOI: 10.1590/s0102-09352011000600018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Desenvolveu-se uma PCR multiplex (mPCR) para diagnóstico diferencial de encefalite bovina causada por herpesvírus suíno 1 (SuHV-1), herpesvírus bovino 1 (BoHV-1), herpesvírus bovino 5 (BoHV-5) e herpesvírus ovino 2 (OvHV-2). Os iniciadores foram projetados após alinhamento de sequências disponíveis no banco de genomas (GenBank) e a reação foi padronizada levando-se em consideração a concentração dos reagentes e os tipos diferentes de DNA polimerase. Após determinação da especificidade e sensibilidade, 65 amostras de encéfalo de bovinos com síndrome neurológica foram submetidas à análise. A sensibilidade analítica para detecção de BoHV-1, BoHV-5 e SuHV-1 foi, respectivamente, 10(1,2) TCID50/50µL, 10(1,0) TCID50/50µL, 10(1,3) TCID50/50µL na reação multiplex. Das 65 amostras analisadas, 10 foram positivas para BoHV-5, uma para BoHV-1 e cinco para OvHV-2. A mPCR descrita neste trabalho mostrou-se uma técnica útil para o diagnóstico diferencial de enfermidades relacionadas ao sistema nervoso central de bovinos.
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Affiliation(s)
| | | | - T.S. Oliveira
- Universidade Federal de Minas Gerais; Instituto Mineiro de Agropecuária
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Detection of murine norovirus-1 by using TAT peptide-delivered molecular beacons. Appl Environ Microbiol 2011; 77:5517-20. [PMID: 21652740 DOI: 10.1128/aem.03048-10] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A TAT peptide-delivered molecular beacon was developed and utilized to enumerate murine norovirus 1, a human norovirus (NoV) surrogate, in RAW 264.7 cells. This allowed the detection of a single infective virus within 6 h, a 12-fold improvement in time required for viral detection and quantification compared to that required by the conventional plaque assay.
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Effect of template on generating a standard curve for absolute quantification of an RNA virus by real-time reverse transcriptase-polymerase chain reaction. Mol Cell Probes 2011; 25:60-4. [DOI: 10.1016/j.mcp.2010.12.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2010] [Revised: 12/18/2010] [Accepted: 12/23/2010] [Indexed: 11/20/2022]
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Shirale DJ, Bangar MA, Park M, Yates MV, Chen W, Myung NV, Mulchandani A. Label-free chemiresistive immunosensors for viruses. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2010; 44:9030-5. [PMID: 21058664 PMCID: PMC3292280 DOI: 10.1021/es102129d] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We report development, characterization, and testing of chemiresistive immunosensors based on single polypyrrole (Ppy) nanowire for highly sensitive, specific, label free, and direct detection of viruses. Bacteriophages T7 and MS2 were used as safe models for viruses for demonstration. Ppy nanowires were electrochemically polymerized into alumina template, and single nanowire based devices were assembled on a pair of gold electrodes by ac dielectrophoretic alignment and anchored using maskless electrodeposition. Anti-T7 or anti-MS2 antibodies were immobilized on single Ppy nanowire using EDC-NHS chemistry to fabricate nanobiosensor for the detection of corresponding bacteriophage. The biosensors showed excellent sensitivity with a lower detection limit of 10(-3) plaque forming unit (PFU) in 10 mM phosphate buffer, wide dynamic range and excellent selectivity. The immunosensors were successfully applied for the detection of phages in spiked untreated urban runoff water samples. The results show the potential of these sensors in health care, environmental monitoring, food safety and homeland security for sensitive, specific, rapid, and affordable detection of bioagents/pathogens.
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Affiliation(s)
- Dhammanand J Shirale
- Department of Chemical and Environmental Engineering, University of California, Riverside, California 92521, United States
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