Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden

The detection of SARS-CoV-2 RNA fragments in feces has paved the way for wastewater-based epidemiology to contribute to COVID-19 mitigation measures, with its use in a public health context still under development. As a way to facilitate data comparison, this paper explores the impact of using alter...

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Published in:Environments
Main Authors: Frida Isaksson, Lian Lundy, Annelie Hedström, Anna J. Székely, Nahla Mohamed
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2022
Subjects:
Online Access:https://doi.org/10.3390/environments9030039
https://doaj.org/article/3790d91bbf274e44852cb0b971b2a9b5
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spelling ftdoajarticles:oai:doaj.org/article:3790d91bbf274e44852cb0b971b2a9b5 2023-05-15T17:09:14+02:00 Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden Frida Isaksson Lian Lundy Annelie Hedström Anna J. Székely Nahla Mohamed 2022-03-01T00:00:00Z https://doi.org/10.3390/environments9030039 https://doaj.org/article/3790d91bbf274e44852cb0b971b2a9b5 EN eng MDPI AG https://www.mdpi.com/2076-3298/9/3/39 https://doaj.org/toc/2076-3298 doi:10.3390/environments9030039 2076-3298 https://doaj.org/article/3790d91bbf274e44852cb0b971b2a9b5 Environments, Vol 9, Iss 39, p 39 (2022) wastewater-based epidemiology normalization population estimates pepper mild mottle virus clinical cases infiltration inflow Environmental technology. Sanitary engineering TD1-1066 article 2022 ftdoajarticles https://doi.org/10.3390/environments9030039 2022-12-30T20:27:51Z The detection of SARS-CoV-2 RNA fragments in feces has paved the way for wastewater-based epidemiology to contribute to COVID-19 mitigation measures, with its use in a public health context still under development. As a way to facilitate data comparison, this paper explores the impact of using alternative normalization approaches (wastewater treatment plant (WWTP) flow, population size estimates (derived using total nitrogen (TN), total phosphorus (TP) and census data) and pepper mild mottle virus (PMMoV)) on the relationship between viral wastewater data and clinical case numbers. Influent wastewater samples were collected at two WWTPs in Luleå, northern Sweden, between January and March 2021. TN and TP were determined upon sample collection, with RNA analysis undertaken on samples after one freeze–thaw cycle. The strength of the correlation between normalization approaches and clinical cases differed between WWTPs (r ≤ 0.73 or r ≥ 0.78 at the larger WWTP and r ≤ 0.23 or r ≥ 0.43 at the smaller WWTP), indicating that the use of wastewater as an epidemiological tool is context-dependent. Depending on the normalization approach utilized, time-shifted analyses imply that wastewater data on SARS-CoV-2 RNA pre-dated a rise in clinical cases by 0–2 and 5–8 days, for the lager and smaller WWTPs, respectively. SARS-CoV-2 viral loads normalized to the population or PMMoV better reflect the number of clinical cases when comparing wastewater data between sewer catchments. Article in Journal/Newspaper Luleå Luleå Luleå Northern Sweden Directory of Open Access Journals: DOAJ Articles Environments 9 3 39
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
Environmental technology. Sanitary engineering
TD1-1066
spellingShingle wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
Environmental technology. Sanitary engineering
TD1-1066
Frida Isaksson
Lian Lundy
Annelie Hedström
Anna J. Székely
Nahla Mohamed
Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
topic_facet wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
Environmental technology. Sanitary engineering
TD1-1066
description The detection of SARS-CoV-2 RNA fragments in feces has paved the way for wastewater-based epidemiology to contribute to COVID-19 mitigation measures, with its use in a public health context still under development. As a way to facilitate data comparison, this paper explores the impact of using alternative normalization approaches (wastewater treatment plant (WWTP) flow, population size estimates (derived using total nitrogen (TN), total phosphorus (TP) and census data) and pepper mild mottle virus (PMMoV)) on the relationship between viral wastewater data and clinical case numbers. Influent wastewater samples were collected at two WWTPs in Luleå, northern Sweden, between January and March 2021. TN and TP were determined upon sample collection, with RNA analysis undertaken on samples after one freeze–thaw cycle. The strength of the correlation between normalization approaches and clinical cases differed between WWTPs (r ≤ 0.73 or r ≥ 0.78 at the larger WWTP and r ≤ 0.23 or r ≥ 0.43 at the smaller WWTP), indicating that the use of wastewater as an epidemiological tool is context-dependent. Depending on the normalization approach utilized, time-shifted analyses imply that wastewater data on SARS-CoV-2 RNA pre-dated a rise in clinical cases by 0–2 and 5–8 days, for the lager and smaller WWTPs, respectively. SARS-CoV-2 viral loads normalized to the population or PMMoV better reflect the number of clinical cases when comparing wastewater data between sewer catchments.
format Article in Journal/Newspaper
author Frida Isaksson
Lian Lundy
Annelie Hedström
Anna J. Székely
Nahla Mohamed
author_facet Frida Isaksson
Lian Lundy
Annelie Hedström
Anna J. Székely
Nahla Mohamed
author_sort Frida Isaksson
title Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
title_short Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
title_full Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
title_fullStr Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
title_full_unstemmed Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden
title_sort evaluating the use of alternative normalization approaches on sars-cov-2 concentrations in wastewater: experiences from two catchments in northern sweden
publisher MDPI AG
publishDate 2022
url https://doi.org/10.3390/environments9030039
https://doaj.org/article/3790d91bbf274e44852cb0b971b2a9b5
genre Luleå
Luleå
Luleå
Northern Sweden
genre_facet Luleå
Luleå
Luleå
Northern Sweden
op_source Environments, Vol 9, Iss 39, p 39 (2022)
op_relation https://www.mdpi.com/2076-3298/9/3/39
https://doaj.org/toc/2076-3298
doi:10.3390/environments9030039
2076-3298
https://doaj.org/article/3790d91bbf274e44852cb0b971b2a9b5
op_doi https://doi.org/10.3390/environments9030039
container_title Environments
container_volume 9
container_issue 3
container_start_page 39
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