Moving forward with COVID-19: Future research prospects of wastewater-based epidemiology methodologies and applications.

Artificial intelligence COVID-19 Influenza SARS-CoV-2 Sewer Wastewater-based epidemiology

Journal

Current opinion in environmental science & health
ISSN: 2468-5844
Titre abrégé: Curr Opin Environ Sci Health
Pays: Netherlands
ID NLM: 101758003

Informations de publication

Date de publication:
Jun 2023
Historique:
medline: 11 4 2023
entrez: 10 4 2023
pubmed: 11 4 2023
Statut: ppublish

Résumé

Wastewater-based epidemiology (WBE) has been demonstrated for its great potential in tracking of coronavirus disease 2019 (COVID-19) transmission among populations despite some inherent methodological limitations. These include non-optimized sampling approaches and analytical methods; stability of viruses in sewer systems; partitioning/retention in biofilms; and the singular and inaccurate back-calculation step to predict the number of infected individuals in the community. Future research is expected to (1) standardize best practices in wastewater sampling, analysis and data reporting protocols for the sensitive and reproducible detection of viruses in wastewater; (2) understand the in-sewer viral stability and partitioning under the impacts of dynamic wastewater flow, properties, chemicals, biofilms and sediments; and (3) achieve smart wastewater surveillance with artificial intelligence and big data models. Further specific research is essential in the monitoring of other viral pathogens with pandemic potential and subcatchment applications to maximize the benefits of WBE beyond COVID-19.

Identifiants

DOI: 10.1016/j.coesh.2023.100458 PMID: 37034453 PMC: PMC10065412
pubmed: 37034453
doi: 10.1016/j.coesh.2023.100458
pii: S2468-5844(23)00018-1
pmc: PMC10065412
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

100458

Informations de copyright

© 2023 Elsevier B.V. All rights reserved.

Déclaration de conflit d'intérêts

The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Guangming Jiang reports financial support was provided by Australian Research Council. Yanchen Liu reports financial support was provided by National Natural Science Foundation of China. Yanchen Liu reports financial support was provided by Tsinghua University. Guangming Jiang reports financial support was provided by Australian Academy of Science.

Références

Environ Sci Technol. 2021 Aug 3;55(15):10432-10441
pubmed: 34264643
Nature. 2021 Jan;589(7840):82-87
pubmed: 33171481
Water Res. 2020 Jul 15;179:115899
pubmed: 32361598
Rev Sci Tech. 2009 Apr;28(1):187-202
pubmed: 19618626
Nat Biotechnol. 2022 Dec;40(12):1814-1822
pubmed: 35851376
J Environ Sci (China). 2023 Aug;130:139-148
pubmed: 37032030
Lancet Planet Health. 2021 Dec;5(12):e874-e881
pubmed: 34895497
Water Res. 2008 Mar;42(6-7):1441-8
pubmed: 17996920
Environ Sci Technol. 2021 Nov 2;55(21):14480-14493
pubmed: 34665598
Sci Total Environ. 2023 Feb 10;859(Pt 1):160072
pubmed: 36356768
Environ Int. 2020 Jun;139:105689
pubmed: 32283358
Nature. 2022 Sep;609(7925):101-108
pubmed: 35798029
Environ Res. 2022 Jan;203:111839
pubmed: 34358502
J Hazard Mater. 2022 Jun 15;432:128667
pubmed: 35339834
Sci Total Environ. 2022 Dec 20;853:158659
pubmed: 36096223
mSystems. 2020 Jul 21;5(4):
pubmed: 32694130
Environ Int. 2020 Oct;143:105962
pubmed: 32711332
Environ Res. 2020 Dec;191:110092
pubmed: 32861728
Environ Sci Technol. 2016 May 17;50(10):5077-85
pubmed: 27111122
Lancet Microbe. 2020 Sep;1(5):e189-e190
pubmed: 32838348
Sci Total Environ. 2022 Dec 15;852:158265
pubmed: 36057309
Sci Total Environ. 2021 Mar 20;761:144216
pubmed: 33360129
Sci Total Environ. 2021 May 15;769:144549
pubmed: 33477053
Environ Res. 2021 Feb;193:110531
pubmed: 33249042
Environ Sci Technol. 2021 Mar 16;55(6):3514-3519
pubmed: 33656856
J Hazard Mater. 2022 May 5;429:128358
pubmed: 35123131
Curr Opin Environ Sci Health. 2022 Oct;29:100379
pubmed: 35856009
Lancet Microbe. 2022 Aug;3(8):e556-e557
pubmed: 35688168
J Travel Med. 2020 Aug 20;27(5):
pubmed: 32662867
Chem Eng J. 2022 Aug 1;441:135936
pubmed: 35345777
Environ Monit Assess. 2022 Apr 7;194(5):342
pubmed: 35389102
Sci Total Environ. 2022 Mar 20;813:151919
pubmed: 34826473
Nat Biotechnol. 2020 Oct;38(10):1151-1153
pubmed: 32958959
mSystems. 2021 Aug 31;6(4):e0079321
pubmed: 34374562
Sci Total Environ. 2021 Oct 1;789:147947
pubmed: 34051491
Sci Rep. 2022 Sep 22;12(1):15777
pubmed: 36138059
Chem Eng J. 2021 Jul 1;415:129039
pubmed: 33642938
Sci Total Environ. 2022 Oct 15;843:157101
pubmed: 35952875
Sci Total Environ. 2023 Jan 15;856(Pt 1):158966
pubmed: 36162583
Water Res X. 2021 Jan 1;10:100086
pubmed: 33398255
J Hazard Mater. 2023 Jan 5;441:129848
pubmed: 36067562
Sci Total Environ. 2022 Sep 1;837:155663
pubmed: 35523326
Science. 2020 Sep 18;369(6510):1465-1470
pubmed: 32680881
Water Res. 2022 Jun 30;218:118451
pubmed: 35447417
Sci Total Environ. 2022 May 10;820:153290
pubmed: 35066048
Environ Sci (Camb). 2021 Jan 20;7:504-520
pubmed: 34017594

Auteurs

Guangming Jiang (G)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2522, Australia.

Yanchen Liu (Y)

State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China.

Song Tang (S)

China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health (NIEH), Chinese Center for Disease Control and Prevention (China CDC), Chaoyang District, Beijing 100021, China.

Masaaki Kitajima (M)

Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13 West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan.

Eiji Haramoto (E)

Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.

Sudipti Arora (S)

Dr. B. Lal Institute of Biotechnology, 6-E, Malviya Industrial Area, Malviya Nagar, Jaipur, 302017, India.

Phil M Choi (PM)

Water Unit, Health Protection Branch, Queensland Public Health and Scientific Services, Queensland Health, Australia.

Greg Jackson (G)

Water Unit, Health Protection Branch, Queensland Public Health and Scientific Services, Queensland Health, Australia.

Patrick M D'Aoust (PM)

Department of Civil Engineering, University of Ottawa, Ottawa, Ontario, Canada.

Robert Delatolla (R)

Department of Civil Engineering, University of Ottawa, Ottawa, Ontario, Canada.

Shuxin Zhang (S)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Ying Guo (Y)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Jiangping Wu (J)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Yan Chen (Y)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Elipsha Sharma (E)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Tanjila Alam Prosun (TA)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Jiawei Zhao (J)

School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.

Manish Kumar (M)

Sustainability Cluster, School of Engineering, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India.
Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterey, Monterrey, 64849, Nuevo Leon, Mexico.

Ryo Honda (R)

Faculty of Geosciences and Civil Engineering, Kanazawa University, Kanazawa, Japan.

Warish Ahmed (W)

CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia.

Jon Meiman (J)

Wisconsin Department of Health Services, Madison, WI 53701, USA.

Classifications MeSH