Understanding common population markers for SARS-CoV-2 RNA normalization in wastewater - A review
- PMID: 37201600
- PMCID: PMC10186006
- DOI: 10.1016/j.chemosphere.2023.138682
Understanding common population markers for SARS-CoV-2 RNA normalization in wastewater - A review
Abstract
Wastewater monitoring and epidemiology have seen renewed interest during the recent COVID-19 pandemic. As a result, there is an increasing need to normalize wastewater-derived viral loads in local populations. Chemical tracers, both exogenous and endogenous compounds, have proven to be more stable and reliable for normalization than biological indicators. However, differing instrumentation and extraction methods can make it difficult to compare results. This review examines current extraction and quantification methods for ten common population indicators: creatinine, coprostanol, nicotine, cotinine, sucralose, acesulfame, androstenedione 5-hydroindoleacetic acid (5-HIAA), caffeine, and 1,7-dimethyluric acid. Some wastewater parameters such as ammonia, total nitrogen, total phosphorus, and daily flowrate were also evaluated. The analytical methods included direct injection, dilute and shoot, liquid/liquid, and solid phase extraction (SPE). Creatine, acesulfame, nicotine, 5-HIAA and androstenedione have been analysed by direct injection into LC-MS; however, most authors prefer to include SPE steps to avoid matrix effects. Both LC-MS and GC-MS have been successfully used to quantify coprostanol in wastewater, and the other selected indicators have been quantified successfully with LC-MS. Acidification to stabilize the sample before freezing to maintain the integrity of samples has been reported to be beneficial. However, there are arguments both for and against working at acidic pHs. Wastewater parameters mentioned earlier are quick and easy to quantify, but the data does not always represent the human population effectively. A preference for population indicators originating solely from humans is apparent. This review summarises methods employed for chemical indicators in wastewater, provides a basis for choosing an appropriate extraction and analysis method, and highlights the utility of accurate chemical tracer data for wastewater-based epidemiology.
Keywords: Chemical indicator; Extraction; GC-MS; LC-MS; Population biomarker; Wastewater; Wastewater parameter.
Copyright © 2023 Elsevier Ltd. All rights reserved.
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




Similar articles
-
Evaluating the in-sewer stability of three potential population biomarkers for application in wastewater-based epidemiology.Sci Total Environ. 2019 Jun 25;671:248-253. doi: 10.1016/j.scitotenv.2019.03.231. Epub 2019 Mar 16. Sci Total Environ. 2019. PMID: 30928753
-
Biomarkers selection for population normalization in SARS-CoV-2 wastewater-based epidemiology.Water Res. 2022 Sep 1;223:118985. doi: 10.1016/j.watres.2022.118985. Epub 2022 Aug 15. Water Res. 2022. PMID: 36030667 Free PMC article.
-
Surveillance of SARS-CoV-2 in nine neighborhood sewersheds in Detroit Tri-County area, United States: Assessing per capita SARS-CoV-2 estimations and COVID-19 incidence.Sci Total Environ. 2022 Dec 10;851(Pt 2):158350. doi: 10.1016/j.scitotenv.2022.158350. Epub 2022 Aug 27. Sci Total Environ. 2022. PMID: 36041621 Free PMC article.
-
Biomarkers Selection for Population Normalization in SARS-CoV-2 Wastewater-based Epidemiology.medRxiv [Preprint]. 2022 Mar 15:2022.03.14.22272359. doi: 10.1101/2022.03.14.22272359. medRxiv. 2022. Update in: Water Res. 2022 Sep 1;223:118985. doi: 10.1016/j.watres.2022.118985. PMID: 35313587 Free PMC article. Updated. Preprint.
-
Wastewater Sequencing-An Innovative Method for Variant Monitoring of SARS-CoV-2 in Populations.Int J Environ Res Public Health. 2022 Aug 8;19(15):9749. doi: 10.3390/ijerph19159749. Int J Environ Res Public Health. 2022. PMID: 35955106 Free PMC article. Review.
Cited by
-
A Novel Tiled Amplicon Sequencing Assay Targeting the Tomato Brown Rugose Fruit Virus (ToBRFV) Genome Reveals Widespread Distribution in Municipal Wastewater Treatment Systems in the Province of Ontario, Canada.Viruses. 2024 Mar 17;16(3):460. doi: 10.3390/v16030460. Viruses. 2024. PMID: 38543825 Free PMC article.
-
Current state and future perspectives on de facto population markers for normalization in wastewater-based epidemiology: A systematic literature review.Sci Total Environ. 2024 Jul 20;935:173223. doi: 10.1016/j.scitotenv.2024.173223. Epub 2024 May 16. Sci Total Environ. 2024. PMID: 38761943 Review.
References
-
- Baalbaki Z., Sultana T., Metcalfe C., Yargeau V. Estimating removals of contaminants of emerging concern from wastewater treatment plants: the critical role of wastewater hydrodynamics. Chemosphere. 2017;178:439–448. - PubMed
-
- Baila-Rueda L., Cenarro A., Cofán M., Orera I., Barcelo-Batllori S., Pocoví M., Ros E., Civeira F., Nerín C., Domeno C. Simultaneous determination of oxysterols, phytosterols and cholesterol precursors by high performance liquid chromatography tandem mass spectrometry in human serum. Anal. Methods. 2013;5(9):2249–2257.
-
- Baker D.R., Kasprzyk-Hordern B. Multi-residue analysis of drugs of abuse in wastewater and surface water by solid-phase extraction and liquid chromatography–positive electrospray ionisation tandem mass spectrometry. J. Chromatogr. A. 2011;1218(12):1620–1631. - PubMed
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Research Materials
Miscellaneous