TY - JOUR
T1 - Epidemiological evaluation of sewage surveillance as a tool to detect the presence of COVID-19 cases in a low case load setting
AU - Black, Jim
AU - Aung, Phyo
AU - Nolan, Monica
AU - Roney, Emma
AU - Poon, Rachael
AU - Hennessy, Daneeta
AU - Crosbie, Nicholas D.
AU - Deere, Dan
AU - Jex, Aaron R.
AU - John, Nijoy
AU - Baker, Louise
AU - Scales, Peter J.
AU - Usher, Shane P.
AU - McCarthy, David T.
AU - Schang, Christelle
AU - Schmidt, Jonathan
AU - Myers, Steven
AU - Begue, Natacha
AU - Kaucner, Christine
AU - Thorley, Bruce
AU - Druce, Julian
AU - Monis, Paul
AU - Lau, Melody
AU - Sarkis, Suzie
N1 - Funding Information:
Louise Baker was supported by a Melbourne Water Centenary Fellowship, and Aaron Jex by Water Research Australia Project 2064, NHMRC Career Development Fellowship APP1164534, and The Victorian State Government Operational Infrastructure Support and Australian Government National Health and Medical Research Council Independent Research Institute Infrastructure Support Scheme.
Funding Information:
The authors gratefully acknowledge the contribution to the study of the staff of DHHS, especially in the contact tracing and intelligence teams; the collaborating water authorities (Barwon Water, Central Highlands Water, City West Water, Coliban Water, East Gippsland Water, Gippsland Water, Goulburn Valley Water, Grampians Wimmera Mallee Water, Lower Murray Water, Melbourne Water, North East Water, South East Water, South Gippsland Water, Wannon Water, Westernport Water, Western Water, and Yarra Valley Water); and Australian Laboratory Services, the University of Melbourne, Melbourne Water, Monash University, Victorian Infectious Diseases Reference Laboratory, the Walter and Eliza Hall Institute, SA Water and Sydney Water, for methods development, qRT-PCR testing and sequencing. All the collaborating groups are members of the Collaboration on Sewage Surveillance for SARS-CoV-2 (ColoSSoS) project, coordinated by Water Research Australia. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. Louise Baker was supported by a Melbourne Water Centenary Fellowship, and Aaron Jex by Water Research Australia Project 2064, NHMRC Career Development Fellowship APP1164534, and The Victorian State Government Operational Infrastructure Support and Australian Government National Health and Medical Research Council Independent Research Institute Infrastructure Support Scheme.
Publisher Copyright:
© 2021
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/9/10
Y1 - 2021/9/10
N2 - In low prevalence settings the development of sensitive and specific quantitative Reverse Transcription Polymerase Chain Reaction (qRT-PCR) tests to detect SARS-CoV-2 (the virus causing COVID-19) in sewage presents the possibility of using sewage sampling as a diagnostic test for the presence of infected people in the catchment of the sampled sewer. However, the usefulness of such surveillance has not been quantified. In this study in the Australian state of Victoria between August and October 2020 the location of each known SARS-CoV-2-infected person was determined on each day from two days before onset to 55 days after, in 46 metropolitan and rural sewer catchments sampled weekly – a total of 71 positive and 275 negative samples, and 354,155 person-days of location data. These were categorised by time since onset and distance from the sampling site. The odds of detection in sewage were between 5 and 20 times higher where known cases were present, with less effect of distance than time since onset. Using positive qRT-PCR in a sewage sample as a diagnostic test not just for viral RNA in the sample, but for the presence of known infected people in the catchment on the same day, the sensitivity was moderate (31% to 76%) and the specificity high (87% to 94%). The odds of detection were increased with increased numbers of known infected people but decreased with increased distance and time since onset. The probability of detection of the viral subgenome in sewage samples was about 10% when one known infected person was present, and this increased with higher numbers of known infected people and greater proximity to the sampling site. Sewage surveillance can be used to detect people infected with SARS-CoV-2 in the catchment, directing a search for infectious clinical cases and other public health actions. However, detection at least eight weeks after onset may be due to existing cases rather than new ones, and, although not zero, the probability of detecting a single case is low.
AB - In low prevalence settings the development of sensitive and specific quantitative Reverse Transcription Polymerase Chain Reaction (qRT-PCR) tests to detect SARS-CoV-2 (the virus causing COVID-19) in sewage presents the possibility of using sewage sampling as a diagnostic test for the presence of infected people in the catchment of the sampled sewer. However, the usefulness of such surveillance has not been quantified. In this study in the Australian state of Victoria between August and October 2020 the location of each known SARS-CoV-2-infected person was determined on each day from two days before onset to 55 days after, in 46 metropolitan and rural sewer catchments sampled weekly – a total of 71 positive and 275 negative samples, and 354,155 person-days of location data. These were categorised by time since onset and distance from the sampling site. The odds of detection in sewage were between 5 and 20 times higher where known cases were present, with less effect of distance than time since onset. Using positive qRT-PCR in a sewage sample as a diagnostic test not just for viral RNA in the sample, but for the presence of known infected people in the catchment on the same day, the sensitivity was moderate (31% to 76%) and the specificity high (87% to 94%). The odds of detection were increased with increased numbers of known infected people but decreased with increased distance and time since onset. The probability of detection of the viral subgenome in sewage samples was about 10% when one known infected person was present, and this increased with higher numbers of known infected people and greater proximity to the sampling site. Sewage surveillance can be used to detect people infected with SARS-CoV-2 in the catchment, directing a search for infectious clinical cases and other public health actions. However, detection at least eight weeks after onset may be due to existing cases rather than new ones, and, although not zero, the probability of detecting a single case is low.
KW - Coronavirus
KW - SARS-CoV-2
KW - Surveillance
KW - Wastewater
KW - Wastewater-based epidemiology
UR - https://www.scopus.com/pages/publications/85105857125
U2 - 10.1016/j.scitotenv.2021.147469
DO - 10.1016/j.scitotenv.2021.147469
M3 - Article
AN - SCOPUS:85105857125
SN - 0048-9697
VL - 786
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 147469
ER -