Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 May 10:820:153290.
doi: 10.1016/j.scitotenv.2022.153290. Epub 2022 Jan 20.

Factors influencing SARS-CoV-2 RNA concentrations in wastewater up to the sampling stage: A systematic review

Affiliations

Factors influencing SARS-CoV-2 RNA concentrations in wastewater up to the sampling stage: A systematic review

Xander Bertels et al. Sci Total Environ. .

Abstract

Wastewater-based surveillance (WBS) for SARS-CoV-2 RNA is a promising complementary approach to monitor community viral circulation. A myriad of factors, however, can influence RNA concentrations in wastewater, impeding its epidemiological value. This article aims to provide an overview and discussion of factors up to the sampling stage that impact SARS-CoV-2 RNA concentration estimates in wastewater. To this end, a systematic review was performed in three databases (MEDLINE, Web of Science and Embase) and two preprint servers (MedRxiv and BioRxiv). Two authors independently screened and selected articles published between January 1, 2019 and May 4, 2021. A total of 22 eligible articles were included in this systematic review. The following factors up to sampling were identified to have an influence on SARS-CoV-2 RNA concentrations in wastewater and its interpretation: (i) shedding-related factors, including faecal shedding parameters (i.e. shedding pattern, recovery, rate, and load distribution), (ii) population size, (iii) in-sewer factors, including solid particles, organic load, travel time, flow rate, wastewater pH and temperature, and (iv) sampling strategy. In conclusion, factors influencing SARS-CoV-2 RNA concentration estimates in wastewater were identified and research gaps were discussed. The identification of these factors supports the need for further research on WBS for COVID-19.

Keywords: COVID-19; Epidemiology; Public health; Sewage; Wastewater-based surveillance.

PubMed Disclaimer

Conflict of interest statement

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Figures

Unlabelled Image
Graphical abstract
Fig. 1
Fig. 1
PRISMA flowchart of the systematic review (Page et al., 2021).

References

    1. Acosta N., Bautista M.A., Hollman J., McCalder J., Beaudet A.B., Man L., Waddell B.J., Chen J., Li C., Kuzma D., Bhatnagar S., Leal J., Meddings J., Hu J., Cabaj J.L., Ruecker N.J., Naugler C., Pillai D.R., Achari G., Ryan M.C., Conly J.M., Frankowski K., Hubert C.R., Parkins M.D. A multicenter study investigating SARS-CoV-2 in tertiary-care hospital wastewater. Viral burden correlates with increasing hospitalized cases as well as hospital-associated transmissions and outbreaks. Water Res. 2021;201 doi: 10.1016/j.watres.2021.117369. - DOI - PMC - PubMed
    1. Agrawal S., Orschler L., Lackner S. Long-term monitoring of SARS-CoV-2 RNA in wastewater of the Frankfurt metropolitan area in Southern Germany. Sci. Rep. 2021;11(1):5372. doi: 10.1038/s41598-021-84914-2. - DOI - PMC - PubMed
    1. Ahmed W., Bertsch P.M., Bibby K., Haramoto E., Hewitt J., Huygens F., Gyawali P., Korajkic A., Riddell S., Sherchan S.P., Simpson S.L., Sirikanchana K., Symonds E.M., Verhagen R., Vasan S.S., Kitajima M., Bivins A. Decay of SARS-CoV-2 and surrogate murine hepatitis virus RNA in untreated wastewater to inform application in wastewater-based epidemiology. Environ. Res. 2020;191 doi: 10.1016/j.envres.2020.110092. - DOI - PMC - PubMed
    1. Ahmed W., Bivins A., Bertsch P.M., Bibby K., Choi P.M., Farkas K., Gyawali P., Hamilton K.A., Haramoto E., Kitajima M., Simpson S.L., Tandukar S., Thomas K., Mueller J.F. Surveillance of SARS-CoV-2 RNA in wastewater: methods optimisation and quality control are crucial for generating reliable public health information. Curr. Opin. Environ. Sci. Health. 2020;17:82–93. doi: 10.1016/j.coesh.2020.09.003. - DOI - PMC - PubMed
    1. Ahmed W., Bivins A., Bertsch P.M., Bibby K., Gyawali P., Sherchan S.P., Simpson S.L., Thomas K.V., Verhagen R., Kitajima M., Mueller J.F., Korajkic A. Intraday variability of indicator and pathogenic viruses in 1-h and 24-h composite wastewater samples: implications for wastewater-based epidemiology. Environ. Res. 2021;193 doi: 10.1016/j.envres.2020.110531. - DOI - PMC - PubMed

Publication types