Wastewater-based epidemiology (WBE) was conducted to track Enteroviruses (EVs) circulation in the Milan metropolitan area (Northern Italy) during Covid-19 pandemic (March 2020-December 2022).202 composite 24-hour wastewater samples (WWSs) were collected weekly from March 24, 2020, to December 29, 2022 at the inlet of two wastewater treatment plants (WWTP) in Milan (1.5 million inhabitants). EV-RNA was quantified and molecular characterization of non-polio EVs (NPEV) was performed by Sanger sequence analysis. Data from WWS were matched with virological data collected in the framework of Influenza-Like Illness (ILI) surveillance in the same place and time.EV-RNA was identified in 88.2 % of WWSs. The peak in EVs circulation was observed in late August 2020 (upon conclusion of the first national lockdown), in late August 2021, and in mid-April 2022.EV-RNA concentration in WWS (normalized as copies/d/1000 people) at peak of circulation presented a yearly increase (2020: 2.47 x 1010; 2021: 6.81 x 1010; 2022: 2.14 x 1011). This trend overlapped with trend in EVpositivity rate in ILI cases, expanded from 21.7 % in 2021 to 55.6 % in 2022. EV trends in WWS preceded clinical sample detections in 2021 and 2022 by eight and five weeks, respectively, acting as an early warning of outbreak.Although sequencing of EV-positive WWSs revealed the presence of multiple EV strains, typing remained inconclusive. Molecular characterization of EVs in clinical samples revealed the co-circulation of several genotypes: EV-A accounted for 60 % of EVs, EV-B for 16.7 %,EV-D68 for 23.3 %. EVs were circulating in Milan metropolitan area between March 2020 and December 2022. The epidemiological trends unfolded the progressive accumulation of EV transmission in the population after removal of Covid-19 restrictions. The increased circulation of EVs in 2021-2022 was identified at least 35 days in advance compared to the analysis of clinical data. The inconclusive results of Sanger sequencing lookout for improvement and innovative molecular approaches to deepen track EVs.
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Univ Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USAUniv Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USA
Schmidt, Arthur R.
Keefer, Laura
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Univ Illinois, Prairie Res Inst, Illinois State Water Survey, Champaign, IL USAUniv Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USA
Keefer, Laura
Brown, William M.
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Univ Illinois, Coll Vet Med, Dept Pathobiol, Champaign, IL USAUniv Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USA
Brown, William M.
Nguyen, Thanh H.
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Univ Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USA
Univ Illinois, Inst Genom Biol, Champaign, IL USAUniv Illinois, Dept Civil & Environm Engn, Champaign, IL 61820 USA
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
Pillay, Leanne
Amoah, Isaac Dennis
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
Amoah, Isaac Dennis
Deepnarain, Nashia
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
Deepnarain, Nashia
Pillay, Kriveshin
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
Pillay, Kriveshin
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Awolusi, Oluyemi Olatunji
Kumari, Sheena
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
Kumari, Sheena
Bux, Faizal
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Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South AfricaDurban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4000 Durban, South Africa
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Univ Wollongong, Illawarra Hlth & Med Res Inst, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Jiang, Guangming
Liu, Yanchen
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Tsinghua Univ, Sch Environm, State Key Joint Lab Environm Simulat & Pollut Cont, Beijing 100084, Peoples R ChinaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Liu, Yanchen
Tang, Song
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Chinese Ctr Dis Control & Prevent China CDC, Natl Inst Environm Hlth NIEH, China CDC Key Lab Environm & Populat Hlth, Beijing 100021, Peoples R ChinaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Tang, Song
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Kitajima, Masaaki
Haramoto, Eiji
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Univ Yamanashi, Interdisciplinary Ctr River Basin Environm, 4-3-11 Takeda, Kofu, Yamanashi 4008511, JapanUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Haramoto, Eiji
Arora, Sudipti
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Dr B Lal Inst Biotechnol, 6-E,Malviya Ind Area, Jaipur 302017, IndiaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Arora, Sudipti
Choi, Phil M.
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Queensland Hlth, Queensland Publ Hlth & Sci Serv, Hlth Protect Branch, Water Unit, Brisbane, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Choi, Phil M.
Jackson, Greg
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Queensland Hlth, Queensland Publ Hlth & Sci Serv, Hlth Protect Branch, Water Unit, Brisbane, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Jackson, Greg
D'Aoust, Patrick M.
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Univ Ottawa, Dept Civil Engn, Ottawa, ON, CanadaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
D'Aoust, Patrick M.
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Delatolla, Robert
Zhang, Shuxin
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Zhang, Shuxin
Guo, Ying
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Guo, Ying
Wu, Jiangping
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Wu, Jiangping
Chen, Yan
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Chen, Yan
Sharma, Elipsha
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Sharma, Elipsha
Prosun, Tanjila Alam
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Prosun, Tanjila Alam
Zhao, Jiawei
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Univ Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Zhao, Jiawei
Kumar, Manish
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Univ Petr & Energy Studies, Sch Engn, Sustainabil Cluster, Dehra Dun, Uttarakhand, India
Tecnol Monterrey, Escuela Ingn & Ciencias, Campus Monterey, Monterrey 64849, Nuevo Leon, MexicoUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
Kumar, Manish
Honda, Ryo
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Kanazawa Univ, Fac Geosci & Civil Engn, Kanazawa, JapanUniv Wollongong, Sch Civil Min & Environm Engn, Wollongong, NSW 2522, Australia
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USA
NYU, Grossman Sch Med, Dept Populat Hlth, 180 Madison Ave, New York, NY 10016 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USA
Eisenberg-Guyot, Jerzy
Presskreischer, Rachel
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USA
Presskreischer, Rachel
Pamplin II, John R.
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 722 West 168th St, New York, NY 10032 USA