Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters
Authors
Kolarević, Stoimir
Micsinai, Adrienn
Szántó-Egész, Réka
Lukács, Alena
Kračun-Kolarević, Margareta
Djordjevic, Ana
Vojnović Milutinović, Danijela
Jovanović-Marić, Jovana
K.T. Kirschner, Alexander
Farnleitner, Andreas
Linke, Rita
Đukic, Aleksandar
Kostić-Vuković, Jovana

Paunović, Momir

Article (Published version)
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Wastewater-based epidemiology (WBE) surveillance of COVID-19 and other future outbreaks is a challenge for developing countries as most households are not connected to a sewerage system. In December 2019, SARS-CoV-2 RNA was detected in the Danube River at a site severely affected by wastewaters from Belgrade. Rivers are much more complex systems than wastewater systems, and efforts are needed to address all the factors influencing the adoption of WBE as an alternative to targeting raw wastewater. Our objective was to provide a more detailed insight into the potential of SARS-CoV-2 surveillance in Serbian surface waters for epidemiological purposes. Water samples were collected at 12 sites along the Sava and Danube rivers in Belgrade during the fourth COVID-19 wave in Serbia that started in late February 2021. RNA was concentrated using Amicon Ultra-15 centrifugal filters and quantified using RT-qPCR with primer sets targeting nucleocapsid (N1 and N2) and envelope (E) protein genes. Mic...robiological (faecal indicator bacteria and human and animal genetic faecal source tracking markers), epidemiological, physicochemical and hydromorphological parameters were analysed in parallel. From 44 samples, SARS-CoV-2 RNA was detected in 31, but only at 4 concentrations above the level of quantification (ranging from 8.47 × 103 to 2.07 × 104 gc/L). The results indicated that surveillance of SARS-CoV-2 RNA in surface waters as ultimate recipients could be used as an epidemiological early-warning tool in countries lacking wastewater treatment and proper sewerage infrastructure. The performance of the applied approach, including advanced sampling site characterization to trace and identify sites with significant raw sewage influence from human populations, could be further improved by adaptation of the methodology for processing higher volumes of samples and enrichment factors, which should provide the quantitative instead of qualitative data needed for WBE.
Keywords:
SARS-CoV-2 / surface waters / faecal pollutionSource:
Science of the Total Environment, 2022, 843, 156964-Publisher:
- Elsevier
Funding / projects:
- Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 200007 (University of Belgrade, Institute for Biological Research 'Siniša Stanković') (RS-200007)
- the bilateral project of the Republic of Serbia and the Republic of Austria 2019-2021 (WTZ-SRB12-2018)
- the Austrian Science Fund (FWF) Project P32464
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Institution/Community
Institut za multidisciplinarna istraživanjaTY - JOUR AU - Kolarević, Stoimir AU - Micsinai, Adrienn AU - Szántó-Egész, Réka AU - Lukács, Alena AU - Kračun-Kolarević, Margareta AU - Djordjevic, Ana AU - Vojnović Milutinović, Danijela AU - Jovanović-Marić, Jovana AU - K.T. Kirschner, Alexander AU - Farnleitner, Andreas AU - Linke, Rita AU - Đukic, Aleksandar AU - Kostić-Vuković, Jovana AU - Paunović, Momir PY - 2022 UR - http://rimsi.imsi.bg.ac.rs/handle/123456789/1566 AB - Wastewater-based epidemiology (WBE) surveillance of COVID-19 and other future outbreaks is a challenge for developing countries as most households are not connected to a sewerage system. In December 2019, SARS-CoV-2 RNA was detected in the Danube River at a site severely affected by wastewaters from Belgrade. Rivers are much more complex systems than wastewater systems, and efforts are needed to address all the factors influencing the adoption of WBE as an alternative to targeting raw wastewater. Our objective was to provide a more detailed insight into the potential of SARS-CoV-2 surveillance in Serbian surface waters for epidemiological purposes. Water samples were collected at 12 sites along the Sava and Danube rivers in Belgrade during the fourth COVID-19 wave in Serbia that started in late February 2021. RNA was concentrated using Amicon Ultra-15 centrifugal filters and quantified using RT-qPCR with primer sets targeting nucleocapsid (N1 and N2) and envelope (E) protein genes. Microbiological (faecal indicator bacteria and human and animal genetic faecal source tracking markers), epidemiological, physicochemical and hydromorphological parameters were analysed in parallel. From 44 samples, SARS-CoV-2 RNA was detected in 31, but only at 4 concentrations above the level of quantification (ranging from 8.47 × 103 to 2.07 × 104 gc/L). The results indicated that surveillance of SARS-CoV-2 RNA in surface waters as ultimate recipients could be used as an epidemiological early-warning tool in countries lacking wastewater treatment and proper sewerage infrastructure. The performance of the applied approach, including advanced sampling site characterization to trace and identify sites with significant raw sewage influence from human populations, could be further improved by adaptation of the methodology for processing higher volumes of samples and enrichment factors, which should provide the quantitative instead of qualitative data needed for WBE. PB - Elsevier T2 - Science of the Total Environment T1 - Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters SP - 156964 VL - 843 DO - 10.1016/j.scitotenv.2022.156964 ER -
@article{ author = "Kolarević, Stoimir and Micsinai, Adrienn and Szántó-Egész, Réka and Lukács, Alena and Kračun-Kolarević, Margareta and Djordjevic, Ana and Vojnović Milutinović, Danijela and Jovanović-Marić, Jovana and K.T. Kirschner, Alexander and Farnleitner, Andreas and Linke, Rita and Đukic, Aleksandar and Kostić-Vuković, Jovana and Paunović, Momir", year = "2022", abstract = "Wastewater-based epidemiology (WBE) surveillance of COVID-19 and other future outbreaks is a challenge for developing countries as most households are not connected to a sewerage system. In December 2019, SARS-CoV-2 RNA was detected in the Danube River at a site severely affected by wastewaters from Belgrade. Rivers are much more complex systems than wastewater systems, and efforts are needed to address all the factors influencing the adoption of WBE as an alternative to targeting raw wastewater. Our objective was to provide a more detailed insight into the potential of SARS-CoV-2 surveillance in Serbian surface waters for epidemiological purposes. Water samples were collected at 12 sites along the Sava and Danube rivers in Belgrade during the fourth COVID-19 wave in Serbia that started in late February 2021. RNA was concentrated using Amicon Ultra-15 centrifugal filters and quantified using RT-qPCR with primer sets targeting nucleocapsid (N1 and N2) and envelope (E) protein genes. Microbiological (faecal indicator bacteria and human and animal genetic faecal source tracking markers), epidemiological, physicochemical and hydromorphological parameters were analysed in parallel. From 44 samples, SARS-CoV-2 RNA was detected in 31, but only at 4 concentrations above the level of quantification (ranging from 8.47 × 103 to 2.07 × 104 gc/L). The results indicated that surveillance of SARS-CoV-2 RNA in surface waters as ultimate recipients could be used as an epidemiological early-warning tool in countries lacking wastewater treatment and proper sewerage infrastructure. The performance of the applied approach, including advanced sampling site characterization to trace and identify sites with significant raw sewage influence from human populations, could be further improved by adaptation of the methodology for processing higher volumes of samples and enrichment factors, which should provide the quantitative instead of qualitative data needed for WBE.", publisher = "Elsevier", journal = "Science of the Total Environment", title = "Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters", pages = "156964", volume = "843", doi = "10.1016/j.scitotenv.2022.156964" }
Kolarević, S., Micsinai, A., Szántó-Egész, R., Lukács, A., Kračun-Kolarević, M., Djordjevic, A., Vojnović Milutinović, D., Jovanović-Marić, J., K.T. Kirschner, A., Farnleitner, A., Linke, R., Đukic, A., Kostić-Vuković, J.,& Paunović, M.. (2022). Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters. in Science of the Total Environment Elsevier., 843, 156964. https://doi.org/10.1016/j.scitotenv.2022.156964
Kolarević S, Micsinai A, Szántó-Egész R, Lukács A, Kračun-Kolarević M, Djordjevic A, Vojnović Milutinović D, Jovanović-Marić J, K.T. Kirschner A, Farnleitner A, Linke R, Đukic A, Kostić-Vuković J, Paunović M. Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters. in Science of the Total Environment. 2022;843:156964. doi:10.1016/j.scitotenv.2022.156964 .
Kolarević, Stoimir, Micsinai, Adrienn, Szántó-Egész, Réka, Lukács, Alena, Kračun-Kolarević, Margareta, Djordjevic, Ana, Vojnović Milutinović, Danijela, Jovanović-Marić, Jovana, K.T. Kirschner, Alexander, Farnleitner, Andreas, Linke, Rita, Đukic, Aleksandar, Kostić-Vuković, Jovana, Paunović, Momir, "Wastewater-based epidemiology in countries with poor wastewater treatment — Epidemiological indicator function of SARS-CoV-2 RNA in surface waters" in Science of the Total Environment, 843 (2022):156964, https://doi.org/10.1016/j.scitotenv.2022.156964 . .