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: Isaksson, Frida, Lundy, Lian, Hedström, Annelie, Székely, Anna J., Mohamed, Nahla
Format: Article in Journal/Newspaper
Language:English
Published: Luleå tekniska universitet, Arkitektur och vatten 2022
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-90161
https://doi.org/10.3390/environments9030039
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spelling ftluleatu:oai:DiVA.org:ltu-90161 2024-04-21T08:08:38+00:00 Evaluating the Use of Alternative Normalization Approaches on SARS-CoV-2 Concentrations in Wastewater: Experiences from Two Catchments in Northern Sweden Isaksson, Frida Lundy, Lian Hedström, Annelie Székely, Anna J. Mohamed, Nahla 2022 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-90161 https://doi.org/10.3390/environments9030039 eng eng LuleÃ¥ tekniska universitet, Arkitektur och vatten Department of Aquatic Science and Assessment, Swedish University of Agricultural Science, 750 07 Uppsala, Sweden Environments, 2022, 9:3, orcid:0000-0003-1155-4132 orcid:0000-0001-9541-3542 orcid:0000-0001-8063-7156 http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-90161 doi:10.3390/environments9030039 ISI:000775530900001 Scopus 2-s2.0-85127671856 info:eu-repo/semantics/openAccess wastewater-based epidemiology normalization population estimates pepper mild mottle virus clinical cases infiltration inflow Infectious Medicine Infektionsmedicin Environmental Sciences Miljövetenskap Water Treatment Vattenbehandling Article in journal info:eu-repo/semantics/article text 2022 ftluleatu https://doi.org/10.3390/environments9030039 2024-03-27T15:05:55Z 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 LuleÃ¥, 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. Validerad;2022;NivÃ¥ 2;2022-04-12 (joosat); Part of special issue: Wastewater-Based Epidemiology for Infectious Disease Surveillance; Article in Journal/Newspaper Northern Sweden Luleå University of Technology Publications (DiVA) Environments 9 3 39
institution Open Polar
collection Luleå University of Technology Publications (DiVA)
op_collection_id ftluleatu
language English
topic wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
Infectious Medicine
Infektionsmedicin
Environmental Sciences
Miljövetenskap
Water Treatment
Vattenbehandling
spellingShingle wastewater-based epidemiology
normalization
population estimates
pepper mild mottle virus
clinical cases
infiltration inflow
Infectious Medicine
Infektionsmedicin
Environmental Sciences
Miljövetenskap
Water Treatment
Vattenbehandling
Isaksson, Frida
Lundy, Lian
Hedström, Annelie
Székely, Anna J.
Mohamed, Nahla
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
Infectious Medicine
Infektionsmedicin
Environmental Sciences
Miljövetenskap
Water Treatment
Vattenbehandling
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 LuleÃ¥, 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. Validerad;2022;NivÃ¥ 2;2022-04-12 (joosat); Part of special issue: Wastewater-Based Epidemiology for Infectious Disease Surveillance;Â
format Article in Journal/Newspaper
author Isaksson, Frida
Lundy, Lian
Hedström, Annelie
Székely, Anna J.
Mohamed, Nahla
author_facet Isaksson, Frida
Lundy, Lian
Hedström, Annelie
Székely, Anna J.
Mohamed, Nahla
author_sort Isaksson, Frida
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 Luleå tekniska universitet, Arkitektur och vatten
publishDate 2022
url http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-90161
https://doi.org/10.3390/environments9030039
genre Northern Sweden
genre_facet Northern Sweden
op_relation Environments, 2022, 9:3,
orcid:0000-0003-1155-4132
orcid:0000-0001-9541-3542
orcid:0000-0001-8063-7156
http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-90161
doi:10.3390/environments9030039
ISI:000775530900001
Scopus 2-s2.0-85127671856
op_rights info:eu-repo/semantics/openAccess
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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