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: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
Subjects:
Online Access:https://doi.org/10.3390/environments9030039
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spelling ftmdpi:oai:mdpi.com:/2076-3298/9/3/39/ 2023-08-20T04:07:54+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 agris 2022-03-19 application/pdf https://doi.org/10.3390/environments9030039 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/environments9030039 https://creativecommons.org/licenses/by/4.0/ Environments; Volume 9; Issue 3; Pages: 39 wastewater-based epidemiology normalization population estimates pepper mild mottle virus clinical cases infiltration inflow Text 2022 ftmdpi https://doi.org/10.3390/environments9030039 2023-08-01T04:30:27Z 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. Text Luleå Luleå Luleå Northern Sweden MDPI Open Access Publishing Environments 9 3 39
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
spellingShingle wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
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
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 Text
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 Multidisciplinary Digital Publishing Institute
publishDate 2022
url https://doi.org/10.3390/environments9030039
op_coverage agris
genre Luleå
Luleå
Luleå
Northern Sweden
genre_facet Luleå
Luleå
Luleå
Northern Sweden
op_source Environments; Volume 9; Issue 3; Pages: 39
op_relation https://dx.doi.org/10.3390/environments9030039
op_rights https://creativecommons.org/licenses/by/4.0/
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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