Assessing spatial distribution of COVID-19 prevalence in Brazil using decentralised sewage monitoring.

Covid-19 Decentralised sewage monitoring Health vulnerability Hotspots Wastewater-based epidemiology prevalence

Journal

Water research
ISSN: 1879-2448
Titre abrégé: Water Res
Pays: England
ID NLM: 0105072

Informations de publication

Date de publication:
01 Sep 2021
Historique:
received: 04 12 2020
revised: 18 06 2021
accepted: 21 06 2021
pubmed: 7 7 2021
medline: 7 9 2021
entrez: 6 7 2021
Statut: ppublish

Résumé

Brazil has become one of the epicentres of the COVID-19 pandemic, with cases heavily concentrated in large cities. Testing data is extremely limited and unreliable, which restricts health authorities' ability to deal with the pandemic. Given the stark demographic, social and economic heterogeneities within Brazilian cities, it is important to identify hotspots so that the limited resources available can have the greatest impact. This study shows that decentralised monitoring of SARS-CoV-2 RNA in sewage can be used to assess the distribution of COVID-19 prevalence in the city. The methodology developed in this study allowed the identification of hotspots by comprehensively monitoring sewers distributed through Belo Horizonte, Brazil's third largest city. Our results show that the most vulnerable neighbourhoods in the city were the hardest hit by the pandemic, indicating that, for many Brazilians, the situation is much worse than reported by official figures.

Identifiants

pubmed: 34229195
pii: S0043-1354(21)00586-8
doi: 10.1016/j.watres.2021.117388
pmc: PMC8666095
pii:
doi:

Substances chimiques

RNA, Viral 0
Sewage 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

117388

Informations de copyright

Copyright © 2021 Elsevier Ltd. All rights reserved.

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Auteurs

Cesar R Mota (CR)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil. Electronic address: cesar@desa.ufmg.br.

Thiago Bressani-Ribeiro (T)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Juliana C Araújo (JC)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Cíntia D Leal (CD)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Deborah Leroy-Freitas (D)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Elayne C Machado (EC)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Maria Fernanda Espinosa (MF)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Luyara Fernandes (L)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Thiago L Leão (TL)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil; Centro Federal para Educação Tecnológica de Minas Gerais (CEFET-MG), Brazil.

Lucas Chamhum-Silva (L)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Lariza Azevedo (L)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Thiago Morandi (T)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Gabriel Tadeu O Freitas (GTO)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

Michelle S Costa (MS)

Minas Gerais State Health Authority (SES), Brazil.

Beatriz O Carvalho (BO)

Minas Gerais State Health Authority (SES), Brazil.

Marcus Tulius P Reis (MTP)

Sanitation Company for Minas Gerais (COPASA), Brazil.

Marília C Melo (MC)

Minas Gerais Institute for Water Management (IGAM), Brazil.

Sergio R Ayrimoraes (SR)

National Agency for Water and Sanitation (ANA), Brazil.

Carlos A L Chernicharo (CAL)

Universidade Federal de Minas Gerais (UFMG). Departamento de Engenharia Sanitária e Ambiental, Escola de Engenharia, Av. Antonio Carlos, 6.627, 31270-901 Belo Horizonte, Brazil.

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Classifications MeSH