Next Article in Journal
Akt Inhibition Promotes Autophagy and Clearance of Group B Streptococcus from the Alveolar Epithelium
Next Article in Special Issue
Fungal Rhinosinusitis Caused by a Curvularia sp. Infection in a Female Sumatran Orangutan: A Case Report
Previous Article in Journal
Pseudomonas aeruginosa Bloodstream Infections in Patients with Cancer: Differences between Patients with Hematological Malignancies and Solid Tumors
Previous Article in Special Issue
No Evidence for the Presence of SARS-CoV-2 in Bank Voles and Other Rodents in Germany, 2020–2022
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

One-Year Surveillance of SARS-CoV-2 Virus in Natural and Drinking Water

by
Daniel Salvador
1,2,*,
Maria Filomena Caeiro
2,
Célia Neto
1 and
Rui Neves Carneiro
1
1
Direção de Laboratórios (LAB) da Empresa Portuguesa das Águas Livres (EPAL), Avenida de Berlim, 15, 1800-031 Lisboa, Portugal
2
Centro de Estudos do Ambiente e do Mar (CESAM), Departamento de Biologia Vegetal, Faculdade de Ciências da Universidade de Lisboa, Edifício C2-Piso 4, Campo Grande, 1749-016 Lisboa, Portugal
*
Author to whom correspondence should be addressed.
Pathogens 2022, 11(10), 1133; https://doi.org/10.3390/pathogens11101133
Submission received: 31 August 2022 / Revised: 26 September 2022 / Accepted: 27 September 2022 / Published: 30 September 2022
(This article belongs to the Special Issue 10th Anniversary of Pathogens—Feature Papers)

Abstract

:
Although the SARS-CoV-2 virus has been detected in wastewater from several countries, monitoring its presence in other water matrices is still limited. This study aimed to evaluate the presence of this virus in natural and drinking water over one year of monitoring (2021). A survey of viral RNA was carried out by RT-qPCR in concentrated samples of surface water, groundwater, and drinking water from different regions of Portugal. SARS-CoV-2 RNA—quantified in genomic copies per liter (gc/L) of sampled water—was not detected in groundwater, but was detected and quantified in samples of surface water (two out of 43; 8035 and 23,757 gc/L) and in drinking water (one out of 43 samples; 7463 gc/L). The study also detected and quantified Norovirus RNA, intending to confirm the use of this enteric virus to assess variations in fecal matter throughout the sampling campaign. The samples positive for SARS-CoV-2 RNA also had the highest concentrations of Norovirus RNA—including the drinking water sample, which proved negative for fecal enteric bacteria (FIB). These results indicate that, to protect human health, it is advisable to continue monitoring these viruses, and noroviruses as fecal indicators (FI) as well—especially in low-flow water bodies that receive wastewater.

1. Introduction

In December 2019, several cases of atypical pneumonia appeared in the Wuhan province in China. After several tests, it was concluded—in January 2020—that they were caused by a new virus from the coronavirus group—SARS-CoV-2 [1,2].
SARS-CoV-2, an enveloped and positive-sense single-stranded RNA virus, is a member of the family Coronaviridae, order Nidovirales [1,3]. The Coronaviridae family includes three subfamilies and the sub-family Orthocoronavirinae includes four genera: Betacoronavirus (examples: SARS-CoV-2 and MERS-CoV, acronyms of Severe Acute Respiratory Syndrome-Coronavirus 2 and Middle East respiratory syndrome-related coronavirus), Alphacoronavirus (example: HCoV-229E, acronym of Human Coronavirus 229E), Gammacoronavirus (examples are viruses that infect whales and birds), and Deltacoronavirus (examples are viruses that infect pigs and birds) [3].
Due to its high transmissibility, SARS-CoV-2 spread around the world and—in March 2021—the resulting disease (COVID-19) was declared by the World Health Organization (WHO) to be a pandemic [2,4]. Worldwide, the current number of confirmed cases is more than 500 million and the number of deaths has already exceeded 6 million [5]. In Portugal, the number of infected is over 5 million inhabitants and the number of deaths was around 24,000 on 5 August 2022 [6].
Given the rapid and continuous transmission of SARS-CoV-2, it is crucial to clearly understand the routes of transmission of this virus to humans so that we can prevent its spread [1,7]. According to current knowledge, its main route of transmission is exposure to droplet sprays or aerosols that can remain for hours in the air [7]. Concerning other routes of transmission, knowledge is still limited, although there is the possibility of transmission by the fecal–oral route. Infected masks released into the environment can also contribute to the contamination of natural water sources [1,4,8]. After infection and multiplication in the body, the most common symptoms are fever, dry cough, fatigue, shortness of breath, and headache [2,9].
SARS-CoV-2 is released by the upper respiratory and gastrointestinal systems. When eliminated through the gastrointestinal system, the excretion through the feces can occur for up to four weeks and wastewater is the main route [2,10]. If this contaminated water is released into the environment without proper treatment, the receiving natural water bodies may also be contaminated, and this could have consequences for human health [1,4].
In recent months, SARS-CoV-2 RNA has been detected in sludge from Wastewater Treatment Plants (WWTPs), municipal wastewater, hospital wastewater, wastewater from cruise ships and commercial passenger aircrafts, non-potable water, treated wastewater (secondary treatment), and surface river water [1,4,8]. Some studies indicate that SARS-CoV-2 can remain infectious for up to several days in wastewater and other coronaviruses can remain viable in these aqueous matrices for more than one year [10].
Most of the studies carried out have focused on wastewater matrices; assessments in other water matrices such as natural or drinking water are limited. In Italy, a study by Rimoldi et al. [11] using detection by RT-PCR found SARS-CoV-2 RNA in water from a river receiving wastewater in April 2020. Haramoto et al. [12] in Japan, between March and May 2020, analyzed wastewater and associated river water and detected and quantified SARS-CoV-2 RNA in treated wastewater (2.4 × 103 gc/L), but not in water from the river. Later, in Mexico, Mahlknecht et al. [13] found SARS-CoV-2 RNA in surface water (3.3–3.8 gc/mL), groundwater (2.6–38.3 gc/mL), river water (2.5–7.0 gc/mL) and wastewater (up to 3535 gc/mL). In Brazil, in a study by Fongaro et al. [14] in August 2020, viral RNA was found in the water of a river downstream of a rural community in Minas Gerais (1.1 × 102 gc/mL). In Nepal, Tandukar et al. [15] detected SARS-CoV-2 RNA in the water of a river at a concentration of 4.0 to 5.0 log10 gc/L, in addition to also having been found in wastewater.
In Portugal, there are to our knowledge no surveillance studies concerning the RNA of SARS-CoV-2 in natural or drinking water. However, several projects directed at wastewater have been developed. In Tomasino et al. [16], SARS-CoV-2 RNA was detected in the solid and liquid phases of untreated wastewater from Porto between May 2020 and March 2021. Monteiro et al. [17] detected and quantified SARS-CoV-2 RNA in wastewater at the entrance of five WWTPs in the metropolitan area of Lisbon and in the north of the country, at concentrations that varied between 103 and 105 gc/L.
In this context, this project intended to carry out a one-year (2021) monitoring of SARS-CoV-2 RNA in natural sources of water and in drinking water distribution systems, through the application of RT-qPCR methodology. The second main objective was the evaluation of the effectiveness of the treatment systems of the WTPs in the elimination of viral RNA. The samples were controlled for fecal contamination via the monitoring of Norovirus RNA. The suitability of this virus as a fecal indicator (FI) was under evaluation and should be validated in case of detection of RNA from both viruses (SARS-CoV-2 and Norovirus) in samples of water that are negative for the control organisms that are widely, and often exclusively, used for this purpose: fecal indicator bacteria (FIB).

2. Materials and Methods

2.1. Study Sites and Water Sampling

Natural water sampling included surface water collected at abstraction sites located at a river and four dam/reservoirs and three groundwater sources/boreholes. All water bodies are currently used to produce drinking water that is supplied to various municipalities of the country. The characterization of the sampling sites is shown in Table 1. The areas around the various bodies of water include large agricultural fields, animal production units, and industries.
The sampling campaigns were carried out between January and December 2021. Sampling of surface water was carried out at the water inlet of the WTPs, before any treatment. After treatment, sampling of drinking water was carried out at the outlet of the WTPs. Sampling of untreated groundwater was performed at the outlet of the boreholes. After a disinfection treatment step, the respective treated groundwater was collected—just before entering the distribution network.
The collection procedures were performed as described in Salvador et al. [18], with adjustments in the filtered volumes (Salvador et al. [19]). High volumes (70 to 250 L) of water were collected at the sampling points and concentrated by filtration with NanoCeram filters (Argonite; Sanford, FL, USA). After filtration, carried out in field, the filter with sample was transported under refrigeration to the laboratory. Sample processing was performed up to 72 h after sampling.

2.2. Processing and Concentration of the Filtered Water Samples

The processing of the samples was carried out according to Salvador et al. [18], also taking into account the results described in Salvador et al. [19]. In summary, in the laboratory, the NanoCeram filters (Argonite; Sanford, FL, USA) with the samples were eluted with 3% beef extract (BD Bios-science; Franklin Lakes, NJ, USA), followed by an organic flocculation process (45 min) and several steps of concentration by centrifugation, resuspension of the sediment with sodium phosphate pH 7.0–7.5, and a final filtration through 0.22 µm pore-size Acrodisc Syringe filters (PALL Corporation; Ann Arbor, MI, USA). The resulting volume (about 32 mL) was aliquoted and kept at -70 °C until the next step. Of the 32 mL, about 20 mL were used for RNA extraction and 12 mL for storage. In the secondary concentration step, the samples were applied in Vivaspin concentrators (Sartorius; Goettingen, Germany) and centrifuged at 8000× g and 4 °C for 6 h. Finally, the concentrates were subjected to RNA extraction and purification with the viral QIAamp RNA Mini kit (Qiagen; Hilden, Germany), according to the manufacturer’s instructions.

2.3. Detection and Quantification of SARS-CoV-2 RNA

RT-qPCR reactions for the detection and quantification of SARS-CoV-2 genomic RNA were performed on a StepOnePlus thermocycler (Applied Biosystems; Foster City, CA, USA). The viral RNA was assayed with a SARS-CoV-2 RT-PCR Test (IDEXX Laboratories; Westbrook, Maine, USA) in reaction mixtures of 20 µL containing 5 µL of extracted RNA. The primers, described in Table 2, targeted the N gene (N1 and N2 regions). The amplification conditions were the following: reverse transcription at 50 °C for 15 min, denaturation at 95 °C for 1 min followed by 45 cycles of amplification at 95 °C for 15 s, and data collection at 60 °C for 30 s. Quantification of SARS-CoV-2 was estimated by standard curves, with five points constructed with serial dilutions (3000 µg/µL; 1500 µg/µL; 150 µg/µL; 15 µg/µL; and 2 µg/µL) of a positive control (SARS-CoV-2 RNA at 15,000 µg/µL; Vircell; Granada, Spain). In the RT-qPCR runs, each sample was tested in duplicate. Positive and negative controls were added. The results are the average value of two independent amplifications for each sample. They are expressed in genomic copies per liter of collected sample (gc/L). Only samples with Ct (cycle threshold) values below 40 were considered positive. Only results that satisfied the quality requirements specified by the kit instructions were considered. Data processing was performed using Microsoft Excel 2017 (Microsoft Inc., Redmond, WS, USA).

2.4. Detection and Quantification of Norovirus RNA

To evaluate the possible presence of fecal matter in samples of natural and drinking water and its variation over time, a ubiquitous enteric virus was monitored: Norovirus. Note that current methods for the detection, identification, and quantification of FIB were routinely applied. The procedures for the FIB evaluation, as well as the procedures for the detection and quantification of Norovirus RNA, were performed in accordance with Salvador et al. [21]. For norovirus RNA, the amplifications were performed in a StepOnePlus thermocycler (Applied Biosystems; Foster City, CA, USA); Norovirus Genogrup I was assayed with a NorovirusGI Kit (bioMérieux; Marcy-l’Etoile, France), and Norovirus Genogrup II with a CeeramTools NorovirusGII Kit (bioMérieux; Marcy-l’Etoile, France). The reaction volume was 25 µL, including 5 µL of extracted RNA, and the amplification conditions were the same for both: reverse transcription at 45 °C for 10 min, polymerase enzyme activation at 95 °C for 10 min followed by 45 amplification cycles with denaturation at 95 °C for 15 s, and data collection at 60 °C for 45 s. Each sample was evaluated in duplicate. The quantification of Norovirus was performed using standard curves with five points, constructed with serial dilutions (1:10) of control RNA of NoV I or NoV II (CeeramTools NorovirusGI Standard kit; bioMérieux; Marcy-l’Etoile, France) with a starting concentration of 2.0 × 106 gc/µL. Only samples with a Ct below 40 were considered positive. The processing of the results was performed using Microsoft Excel 2017 (Microsoft Inc., Redmond, WS, USA).

3. Results

3.1. Monitoring of SARS-CoV-2 RNA in Natural and Drinking Water

Between January and December 2021, 43 samples of natural water were collected—35 came from surface water bodies and eight from boreholes. SARS-CoV-2 RNA was only detected in two surface water samples—one from Dam reservoir_C and another from Dam reservoir_P (Table 3). The positive sample from Dam reservoir_C was collected in July and had a concentration of 23,757 gc/L and the positive sample of Dam reservoir_P, with a viral RNA concentration of 8035 gc/L, was collected in August (Table 3, Figure 1A).
During 2021, 43 samples of drinking water were collected at the outlet of WTPs or groundwater disinfection plants. SARS-CoV-2 RNA was only detected in a water sample from WTP_C in July, at a concentration of 7463 gc/L (Table 3, Figure 1C).

3.2. Evaluation of the Electiveness of Water Treatments in the Elimination of SARS-CoV-2 RNA

SARS-CoV-2 RNA was detected in July, both in the natural surface water from Dam reservoir_C and in the drinking water collected at the outlet of WTP_C. A reduction of 69% (23,757 gc/L to 7463 gc/L) was observed after the treatment process (Figure 1A,C).
The SARS-CoV-2 RNA detected in August in the natural surface water from Dam reservoir_P suffered a total reduction (100%) as it was not detected in drinking water at the outlet of the WTP_P (Figure 1A,C).
In the remaining samples, SARS-CoV-2 RNA was not found in either sources of natural water nor in the corresponding treated drinking water.

4. Discussion

SARS-CoV-2 RNA was detected in two natural surface water sources (Dam reservoir_C and Dam reservoir_P), as had already happened in other countries—namely, Italy [11], Mexico [13], Brazil [14], and Nepal [15]. However, in the referred studies, the viral RNA was detected in water samples taken from rivers—not from dam reservoirs, as occurred in the present project. Most of the work on the environmental monitoring of SARS-CoV-2 and other viruses focuses on wastewater matrices, with little knowledge of natural or drinking waters matrices, whose monitoring is extremely important because many of these water bodies are associated with the supply of water to populations and their activities [22,23].
SARS-CoV-2 RNA was detected and quantified in two of the 43 natural water samples, with concentrations of 23,757 gc/L and 8035 gc/L—higher than those found by Mahlknecht et al. [13] in surface water (3.3–3.8 gc/mL) and in river waters (2.5–7.0 gc/mL) from Mexico, and lower than the concentrations found in the study by Fongaro et al. [14] in river water downstream of a rural community of Brazil (1.1 × 102 gc/mL), or in the work of Tandukar et al. [15] in the water of a river from Nepal (4.0 to 5.0 log10 gc/L).
The presence of SARS-CoV-2 RNA in surface water may be associated with illicit discharges of untreated sewage with feces from infected individuals, discharges of improperly treated wastewater, the malfunction of sewer systems, and discharges of wastewater from hospitals [7,11].
SARS-CoV-2 RNA-positive samples were collected during the summer months in Portugal (July and August), when—associated with the high prevalence of infections in the population—precipitation is rare and high temperatures lead to greater evaporation, thus resulting in a decrease in river flows as well as in the water levels in dam reservoirs [7,11]. Under these conditions, discharges of contaminated water into the natural environment have a greater impact—revealed, for example, in the detection of viral RNA, which may be the explanation for the higher viral RNA concentrations of Norovirus (enteric virus) found during these months. It is also important to highlight the risk of contamination via the ingestion of food prepared with vegetables irrigated with these contaminated waters [23].
The available knowledge regarding the occurrence of viruses in groundwater is still scarce and much remains to be clarified. In this study, all the samples collected from the three boreholes were negative for SARS-CoV-2—but in Mahlknecht et al. [13], viral RNA was detected and quantified in groundwater from Mexico at a concentration of 2.6–38.3 gc/mL. According to Wyk et al. [24], contamination of this matrix with SARS-CoV-2 is unlikely due to the physical protection of these water bodies (proportional to the depth where they are located).
In drinking water, SARS-CoV-2 RNA was detected in one sample from WTP_C. For this type of matrix, there are no known studies carried out on the monitoring of this virus—although several environmental management and public health institutions, such as the U.S. Environmental Protection Agency, recommend its monitoring for safety reasons [25,26]. Realizing that viral RNA was only detected in one sample from the 43 analyzed, and considering the properties of the virus (to be mentioned below), it is very unlikely it is transmitted to humans via drinking water.
The efficiency of the water treatment methods, regarding the removal of SARS-CoV-2 RNA, was different in the two WTPs that treated the contaminated natural surface waters. In the WTP_P, the viral RNA seemed to have been eliminated—considering that it was not detected in the treated drinking water outlet. In WTP_C, the viral RNA was only reduced by a yield of 69%. This finding may be associated with the fact that, unlike WTP_C, WTP_P has a pre-oxidation step with ozone at the beginning of the treatment process, and ozone has been pointed out as having high potential in the control and elimination of viruses [21,27]. On the other hand, enteric viruses are much more resistant to water treatments [28], as could be seen in the present study, where Norovirus RNA was detected in a large number (11) of drinking water samples—WTP_P samples included. This emphasizes that the water from these WTPs was, as usual, negative for FIB [21].
The RT-PCR method—fundamental in the monitoring of pathogens and in the management of outbreaks caused by contact with contaminated water—has a high specificity and sensitivity but only allows the detection and quantification of viral RNA present in the sample, not evaluating its integrity and—even less so—its viral infectivity [29,30,31].
Although no analyses were carried out on the infectivity of the three samples where SARS-CoV-2 RNA was detected, it is expected that they only consisted of RNA—possibly not even intact and very likely without infectivity, as noticed in Rimoldi et al. [11]—these authors detected SARS-CoV-2 RNA both in river water and wastewater; however, without finding the samples developing cytopathic effects (CPE) in infectivity tests. Despite the fact that coronaviruses can persist for up to several weeks in aquatic environments [30], this lack of infectivity is expected, considering that their enveloped virions are more susceptible to deterioration and loss of infectivity than the naked virions of many enteroviruses (e.g., noroviruses) [4]. The structure of SARS-CoV-2 is strongly affected by the properties of water, such as temperature, pH, concentration of suspended solids, concentration of organic matter, and dose and type of disinfectants used [4,31]. In contrast, non-enveloped enteric viruses are much more resistant to environmental conditions—particularly when associated with organic matter [4,29].
To monitor the presence of fecal matter in the water samples, the concentration of Norovirus RNA was evaluated. Norovirus is an enteric virus that replicates in the gastrointestinal tract, and—like SARS-CoV-2—it is also excreted in the feces of infected individuals several weeks after infection [4,29]. They are non-enveloped viruses belonging to Caliciviridae and are classified into six genogroups (GI to GVI)—of which, only representatives of the genogroups I, II, and IV infect humans [32]. Norovirus RNA (considering together the genotypes I and II, evaluated in the present survey) was detected in just one sample of groundwater, 12 samples of surface water, and 11 samples of drinking water. These results clearly indicate the contamination of surface water with fecal matter, where noroviruses are commonly detected—also evidencing the low efficacy of the WTPs in removing viral RNA, further detected in the treated drinking water. This was as previously reported in Salvador et al. [18] and Salvador et al. [21], in surveys also targeting other enteric viruses where FIB was not detected in drinking water—as in the present study.
Considering the fecal transmission route of SARS-CoV-2, it is likely that the samples positive for SARS-CoV-2 RNA also evidenced the presence of Norovirus RNA, due to the association of both viruses with fecal matter from populations sporadically affected by COVID-19, whose droppings reached the sampled water. This finding once more confirmed that Norovirus, like other enteric viruses, is a good indicator of fecal contamination. Therefore, the presence/absence of noroviruses in a particular water source allows one to anticipate its vulnerability to fecal contamination and to propose more adequate surveillance measures [21]. These results reinforce previous studies [21] proposing that, instead of FIB, enteric viruses (e.g., noroviruses) should be considered adequate FI in the monitoring of viruses (SARS-CoV-2 included) in drinking water.
Despite the above considerations concerning SARS-CoV-2 viability in the environment, in agreement with Mancuso et al. [23] and considering the results of this study, we recommend future studies focused on the assessment of the infectivity of SARS-CoV-2 in different water matrices and in different environmental scenarios whenever viral RNA is detected.

5. Conclusions

SARS-CoV-2 RNA was detected and quantified for the first time in Portugal in natural surface water and drinking water. In natural groundwater, it was not found.
The RNA of this virus was found in a small number of samples, and the absence of associated viral infectivity is anticipated considering its enveloped nature, which confers high sensitivity to environmental conditions and water treatments.
The monitoring of enteric virus—Norovirus—allowed us to evaluate the presence of fecal matter in the samples throughout the sampling campaign and to estimate the level of contamination of natural waters with wastewater. The detection of noroviruses in drinking water negative for FIB reinforces previous recommendations for using enteric viruses as FI in the surveillance of viruses.
Taking these results into account and to protect human health, it is recommended to continue monitoring these and other potentially pathogenic viruses—especially in water bodies that receive wastewater or present with low flows.

Author Contributions

Conceptualization, C.N. and D.S.; methodology, C.N. and D.S.; validation, D.S. and C.N.; formal analysis, D.S. and C.N.; investigation, D.S. and C.N.; resources, D.S. and C.N.; data curation, D.S.; writing—original draft preparation, D.S.; writing—review and editing, C.N., M.F.C. and R.N.C.; visualization, D.S., C.N., M.F.C. and R.N.C.; supervision, C.N. and R.N.C.; project administration, C.N., D.S. and R.N.C.; funding acquisition, C.N. and R.N.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Empresa Portuguesa das Águas Livres (EPAL). Author Maria Filomena Caeiro also received funding from CESAM (projects UIDP/50017/2020+UIDB/50017/2020), through Portuguese national funds.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Acknowledgments

The authors are grateful to the microbiology team and the sampling team of the Lisbon Laboratory of EPAL for all their help with the project.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Girón-Navarro, R.; Linares-Hernández, I.; Castillo-Suárez, A.L. The impact of coronavirus SARS-CoV-2 (COVID-19) in water: Potential risks. Environ. Sci. Pollut. Res. 2021, 28, 52651–52674. [Google Scholar] [CrossRef] [PubMed]
  2. Hu, B.; Guo, H.; Zhou, P.; Shi, Z.L. Characteristics of SARS-CoV-2 and COVID-19. Nat. Rev. Microbiol. 2021, 19, 141–154. [Google Scholar] [CrossRef] [PubMed]
  3. International Committee on Taxonomy of Viruses. Available online: https://ictv.global/taxonomy (accessed on 15 September 2022).
  4. Tran, H.N.; Le, G.T.; Nguyen, D.T.; Juang, R.S.; Rinklebe, J.; Bhatnagar, A.; Lima, E.C.; Iqbal, H.M.N.; Sarmah, A.K.; Chao, H.P. SARS-CoV-2 coronavirus in water and wastewater: A critical review about presence and concern. Environ. Res. 2021, 193, 110265. [Google Scholar] [CrossRef] [PubMed]
  5. World Health Organization. Coronavirus Disease (COVID-19). Available online: https://www.who.int/emergencies/diseases/novel-coronavirus-2019 (accessed on 28 August 2022).
  6. Direção Geral de Saúde. Estado Epidemiológico COVID19 Portugal. Available online: https://covid19estamoson.gov.pt/estado-epidemiologico-covid19-portugal/ (accessed on 18 August 2022).
  7. Zamhuri, S.A.; Soon, C.F.; Nordin, A.N.; Ab Rahim, R.; Sultana, N.; Khan, M.A.; Lim, G.P.; Tee, K.S. A review on the contamination of SARS-CoV-2 in water bodies: Transmission route, virus recovery and recent biosensor detection techniques. Sens. Bio-Sens. Res. 2022, 36, 100482. [Google Scholar] [CrossRef]
  8. Sangkham, S. A review on detection of SARS-CoV-2 RNA in wastewater in light of the current knowledge of treatment process for removal of viral fragments. J. Environ. Manag. 2021, 299, 113563. [Google Scholar] [CrossRef]
  9. Yang, H.; Rao, Z. Structural biology of SARS-CoV-2 and implications for therapeutic development. Nat. Rev. Microbiol. 2021, 19, 685–700. [Google Scholar] [CrossRef]
  10. Giacobbo, A.; Rodrigues, M.A.S.; Zoppas Ferreira, J.; Bernardes, A.M.; de Pinho, M.N. A critical review on SARS-CoV-2 infectivity in water and wastewater. What do we know? Sci. Total Environ. 2021, 774, 145721. [Google Scholar] [CrossRef]
  11. Rimoldi, S.G.; Stefani, F.; Gigantiello, A.; Polesello, S.; Comandatore, F.; Mileto, D.; Maresca, M.; Longobardi, C.; Mancon, A.; Romeri, F.; et al. Presence and infectivity of SARS-CoV-2 virus in wastewaters and rivers. Sci. Total Environ. 2020, 744, 140911. [Google Scholar] [CrossRef]
  12. Haramoto, E.; Malla, B.; Thakali, O.; Kitajima, M. First environmental surveillance for the presence of SARS-CoV-2 RNA in wastewater and river water in Japan. Sci. Total Environ. 2020, 737, 140405. [Google Scholar] [CrossRef]
  13. Mahlknecht, J.; Padilla Reyes, D.A.; Ramos, E.; Reyes, L.M.; Álvarez, M.M. The presence of SARS-CoV-2 RNA in different freshwater environments in urban settings determined by RT-qPCR: Implications for water safety. Sci. Total Environ. 2021, 784, 147183. [Google Scholar] [CrossRef]
  14. Fongaro, G.; Rogovski, P.; Savi, B.P.; Cadamuro, R.D.; Pereira, J.V.F.; Anna, I.H.S.; Rodrigues, I.H.; Souza, D.S.M.; Saravia, E.G.T.; Rodríguez-Lázaro, D.; et al. SARS-CoV-2 in Human Sewage and River Water from a Remote and Vulnerable Area as a Surveillance Tool in Brazil. Food Environ. Virol. 2021, 8, 1–4. [Google Scholar] [CrossRef] [PubMed]
  15. Tandukar, S.; Sthapit, N.; Thakali, O.; Malla, B.; Sherchan, S.P.; Shakya, B.M.; Shrestha, L.P.; Sherchand, J.B.; Joshi, D.R.; Lama, B.; et al. Detection of SARS-CoV-2 RNA in wastewater, river water, and hospital wastewater of Nepal. Sci. Total Environ. 2022, 824, 153816. [Google Scholar] [CrossRef] [PubMed]
  16. Tomasino, M.P.; Semedo, M.; Vieira e Moreira, P.; Ferraz, E.; Rocha, A.; Carvalho, M.F.; Magalhães, C.; Mucha, A.P. SARS-CoV-2 RNA detected in urban wastewater from Porto, Portugal: Method optimization and continuous 25-week monitoring. Sci. Total Environ. 2021, 792, 1–10. [Google Scholar] [CrossRef] [PubMed]
  17. Monteiro, S.; Rente, D.; Cunha, M.V.; Gomes, M.C.; Marques, T.A.; Lourenço, A.B.; Cardoso, E.; Álvaro, P.; Silva, M.; Coelho, N.; et al. A wastewater-based epidemiology tool for COVID-19 surveillance in Portugal. Sci. Total Environ. 2022, 804, 150264. [Google Scholar] [CrossRef] [PubMed]
  18. Salvador, D.; Neto, C.; Benoliel, M.J.; Filomena Caeiro, M. Assessment of the presence of hepatitis E virus in surface water and drinking water in Portugal. Microorganisms 2020, 8, 761. [Google Scholar] [CrossRef] [PubMed]
  19. Salvador, D.; Neto, C.; Carneiro, R.N.; Caeiro, M.F. Mengovirus as Process Control Virus in the Monitoring of Genomic RNA and Infectivity of Enteric Viruses in Water Matrices. Water 2021, 13, 2834. [Google Scholar] [CrossRef]
  20. Centers for Disease Control and Prevention Real-time RT-PCR Primers and Probes for COVID-19. Available online: https://www.cdc.gov/coronavirus/2019-ncov/lab/rt-pcr-panel-primer-probes.html (accessed on 5 January 2021).
  21. Salvador, D.; Caeiro, M.F.; Serejo, F.; Nogueira, P.; Carneiro, R.N.; Neto, C. Monitoring waterborne pathogens in surface and drinking waters. Are water treatment plants (wtps) simultaneously efficient in the elimination of enteric viruses and fecal indicator bacteria (fib)? Water 2020, 12, 2824. [Google Scholar] [CrossRef]
  22. Langone, M.; Petta, L.; Cellamare, C.M.; Ferraris, M.; Guzzinati, R.; Mattioli, D.; Sabia, G. SARS-CoV-2 in water services: Presence and impacts. Environ. Pollut. 2021, 268, 115806. [Google Scholar] [CrossRef]
  23. Mancuso, G.; Perulli, G.D.; Lavrnic, S.; Morandi, B.; Toscano, A. Sars-cov-2 from urban to rural water environment: Occurrence, persistence, fate, and influence on agriculture irrigation. A review. Water 2021, 13, 764. [Google Scholar] [CrossRef]
  24. Wyk, Y.; Ubomba-Jaswa, E.; Dippenaar, M.A. Potential SARS-CoV-2 contamination of groundwater as a result of mass burial: A mini-review. Sci. Total Environ. 2022, 835, 155473. [Google Scholar] [CrossRef]
  25. U.S. Environmental Protection Agency. Is Drinking Tap Water Safe? Available online: https://www.epa.gov/coronavirus/drinking-tap-water-safe (accessed on 30 March 2022).
  26. Ji, B.; Zhao, Y.; Wei, T.; Kang, P. Water science under the global epidemic of COVID-19: Bibliometric tracking on COVID-19 publication and further research needs. J. Environ. Chem. Eng. 2021, 9, 105357. [Google Scholar] [CrossRef]
  27. Wolf, C.; Von Gunten, U.; Kohn, T. Kinetics of Inactivation of Waterborne Enteric Viruses by Ozone. Environ. Sci. Technol. 2018, 52, 2170–2177. [Google Scholar] [CrossRef] [PubMed]
  28. Bouseettine, R.; Hassou, N.; Bessi, H.; Ennaji, M.M. Waterborne transmission of enteric viruses and their impact on public health. In Emerging and Reemerging Viral Pathogens; Academic Press: Cambridge, MA, USA, 2020; pp. 907–932. [Google Scholar]
  29. Teixeira, P.; Salvador, D.; Brandão, J.; Ahmed, W.; Sadowsky, M.J.; Valério, E. Environmental and Adaptive Changes Necessitate a Paradigm Shift for Indicators of Fecal Contamination. Microbiol. Spectr. 2020, 8, 1–20. [Google Scholar] [CrossRef]
  30. Tiwari, A.; Phan, N.; Tandukar, S.; Ashoori, R.; Thakali, O.; Mousazadesh, M.; Dehghani, M.H.; Sherchan, S.P. Persistence and occurrence of SARS-CoV-2 in water and wastewater environments: A review of the current literature. Environ. Sci. Pollut. Res. 2021, 15, 1–11. [Google Scholar] [CrossRef] [PubMed]
  31. Schussman, M.K.; McLellan, S.L. Effect of Time and Temperature on SARS-CoV-2 in Municipal Wastewater Conveyance Systems. Water 2022, 14, 1373. [Google Scholar] [CrossRef]
  32. Lo, M.; Mitra, S.; De, P.; Banerjee, A.; Deb, A.K.; Miyoshi, S.; Manna, A.; Ghosh, S.K.; Okamoto, K.; Dutta, S.; et al. Genetic characterization and evolutionary analysis of norovirus genotypes circulating among children in eastern India during 2018–2019. Arch. Virol. 2021, 166, 2989–2998. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Variation in the concentrations of SARS-CoV-2 and Norovirus RNAs throughout the 2021 sampling campaign in sources of natural water (n = 43) and drinking water (n = 43). (A) SARS-CoV-2 RNA concentration in natural water. (B) Norovirus RNA concentration in natural water. (C) SARS-CoV-2 RNA concentration in drinking water. (D) Norovirus RNA concentration in drinking water. Each concentration value, in Log10 (gc/L), is the average of two independent RT-qPCR results.
Figure 1. Variation in the concentrations of SARS-CoV-2 and Norovirus RNAs throughout the 2021 sampling campaign in sources of natural water (n = 43) and drinking water (n = 43). (A) SARS-CoV-2 RNA concentration in natural water. (B) Norovirus RNA concentration in natural water. (C) SARS-CoV-2 RNA concentration in drinking water. (D) Norovirus RNA concentration in drinking water. Each concentration value, in Log10 (gc/L), is the average of two independent RT-qPCR results.
Pathogens 11 01133 g001
Table 1. Characterization of the natural and drinking water sampling sites.
Table 1. Characterization of the natural and drinking water sampling sites.
Water MatrixWater SourceWater Treatment PlantRegion *Treatment SchemesObservations
Surface waterRiverWTP_TLisboa e Vale do TejoPre-oxidation with potassium permanganate and/or ozone, pH adjustment, coagulation-flocculation, adsorption, decantation, oxidation with sodium hypochlorite, filtration, pH correction, and final disinfectionWater Treatment Plant composed of two independent treatment lines, each with the capacity to produce 120,000 m3/day
Dam reservoir_CWTP_CLisboa e
Vale do Tejo
Pre-chlorination, aggressiveness correction and remineralization, coagulation-flocculation, flotation, filtration, pH adjustment, and final disinfectionWater Treatment Plant composed of two independent treatment lines, with the capacity to produce 500,000 m3/day (line 1) and 125,000 m3/day (line 2)
Dam reservoir_MWTP_MAlentejoOzone pre-oxidation, remineralization, coagulation, addition of activated carbon, flocculation-flotation, flocculation-decantation, manganese removal, filtration, pH adjustment, and final disinfectionWater Treatment Plant with the capacity to produce 26,400 m3/day
Dam reservoir_PWTP_PAlentejoChemical pre-oxidation with ozone, pH correction, remineralization, coagulation, flocculation, flotation, intermediate oxidation, filtration, pH correction, and final disinfectionWater Treatment Plant with the capacity to produce around 16,800 m3/day
Dam reservoir_SWTP_SCentroPre-oxidation with ozone, remineralization, coagulation/flocculation, adsorption with activated carbon, decantation, filtration, pH adjustment, and disinfectionWater Treatment Plant with the capacity to produce around 2200 m3/hour
GroundwaterBorehole_A-Lisboa e Vale do TejoDisinfection with sodium hypochloriteDisinfection is carried out by a system with hypochlorite at the exit of the water from the borehole and before entering the network. There are no associated WTPs
Borehole_L-
Borehole_O-
* Territorial distribution according to the Comissão de Coordenação e Desenvolvimento Regional de Portugal (https://www.ccdr-lvt.pt/, accessed on 30 August 2022).
Table 2. Primers and probes of RT-qPCR assays used in this study.
Table 2. Primers and probes of RT-qPCR assays used in this study.
NameN Gene RegionFunctionSequence (5′–3′)Reference
2019-nCoV_N1-FN1Forward PrimerGACCCCAAAATCAGCGAAATCenters for Disease Control and Prevention [20]
2019-nCoV_N1-RReverse PrimerTCTGGTTACTGCCAGTTGAATCTG
2019-nCoV_N1-PProbeFAM-ACCCCGCATTACGTTTGGTGGACC-BHQ1
2019-nCoV_N2-FN2Forward PrimerTTACAAACATTGGCCGCAAA
2019-nCoV_N2-RReverse PrimerGCGCGACATTCCGAAGAA
2019-nCoV_N2-PProbeFAM-ACAATTTGCCCCCAGCGCTTCAG-BHQ1
Table 3. Detection and quantification of SARS-CoV-2 and Norovirus RNA in natural (n = 43) and drinking water (n = 43) during 2021.
Table 3. Detection and quantification of SARS-CoV-2 and Norovirus RNA in natural (n = 43) and drinking water (n = 43) during 2021.
Water MatrixWater SourceNumber of Collected SamplesSARS-CoV-2 RNANorovirus RNA
Genogroup I + Genogroup II
Number of Positive SamplesAverage Concentration
(gc/L) *
Number of Positive SamplesAverage
Concentration
(gc/L) *
Natural waterSurface waterRiver_T100-54132
Dam reservoir_C9123,757426
Dam reservoir_M50-211
Dam reservoir_P718035160
Dam reservoir_S40-0-
GroundwaterBorehole_A20-0-
Borehole_L20-0-
Borehole_O40-18
Drinking water from surface waterWTP_T100-2263
WTP_C9174633188
WTP_M50-0-
WTP_P70-316
WTP_S40-27
Drinking water from groundwaterBorehole_A_DW20-0-
Borehole_L_DW20-118
Borehole_O_DW40-0-
* Mean of duplicate RT-qPCR analyses.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Salvador, D.; Caeiro, M.F.; Neto, C.; Carneiro, R.N. One-Year Surveillance of SARS-CoV-2 Virus in Natural and Drinking Water. Pathogens 2022, 11, 1133. https://doi.org/10.3390/pathogens11101133

AMA Style

Salvador D, Caeiro MF, Neto C, Carneiro RN. One-Year Surveillance of SARS-CoV-2 Virus in Natural and Drinking Water. Pathogens. 2022; 11(10):1133. https://doi.org/10.3390/pathogens11101133

Chicago/Turabian Style

Salvador, Daniel, Maria Filomena Caeiro, Célia Neto, and Rui Neves Carneiro. 2022. "One-Year Surveillance of SARS-CoV-2 Virus in Natural and Drinking Water" Pathogens 11, no. 10: 1133. https://doi.org/10.3390/pathogens11101133

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop