Time Evolution of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in Wastewater during the First Pandemic Wave of COVID-19 in the Metropolitan Area of Barcelona, Spain

被引:81
作者
Chavarria-Miro, Gemma [1 ,2 ]
Anfruns-Estrada, Eduard [1 ,2 ]
Martinez-Velazquez, Adan [1 ,2 ]
Vazquez-Portero, Mario [1 ,2 ]
Guix, Susana [1 ,2 ]
Paraira, Miquel [3 ]
Galofre, Belen [3 ]
Sanchez, Gloria [4 ]
Pinto, Rosa M. [1 ,2 ]
Bosch, Albert [1 ,2 ]
机构
[1] Univ Barcelona, Sch Biol, Dept Genet Microbiol & Stat, Sect Microbiol Virol & Biotechnol,Enter Virus Lab, Barcelona, Spain
[2] Univ Barcelona, Inst Nutr & Food Safety, Barcelona, Spain
[3] Aigues Barcelona, Barcelona, Spain
[4] Inst Agrochem & Food Technol, Dept Preservat & Food Safety Technol, IATA, CSIC, Valencia, Spain
关键词
SARS-CoV-2; COVID-19; epidemiology; surveillance; early warning; sewage;
D O I
10.1128/AEM.02750-20
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Two large wastewater treatment plants (WWTP), covering around 2.7 million inhabitants, which represents around 85% of the metropolitan area of Barcelona, were sampled before, during, and after the implementation of a complete lockdown. Five one-step reverse transcriptase quantitative PCR (RT-qPCR) assays, targeting the polymerase (IP2 and IP4), the envelope (E), and the nucleoprotein (N1 and N2) genome regions, were employed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA detection in 24-h composite wastewater samples concentrated by polyethylene glycol (PEG) precipitation. SARS-CoV-2 was detected in a sewage sample collected 41 days ahead of the declaration of the first COVID-19 case. The evolution of SARS-CoV-2 genome copies in wastewater evidenced the validity of water-based epidemiology (WBE) to anticipate COVID-19 outbreaks, to evaluate the impact of control measures, and even to estimate the burden of shedders, including presymptomatic, asymptomatic, symptomatic, and undiagnosed cases. For the latter objective, a model was applied for the estimation of the total number of shedders, evidencing a high proportion of asymptomatic infected individuals. In this way, an infection prevalence of 2.0 to 6.5% was figured. On the other hand, proportions of around 0.12% and 0.09% of the total population were determined to be required for positive detection in the two WWTPs. At the end of the lockdown, SARS-CoV-2 RNA apparently disappeared in the WWTPs but could still be detected in grab samples from four urban sewers. Sewer monitoring allowed for location of specific hot spots of COVID-19, enabling the rapid adoption of appropriate mitigation measures. IMPORTANCE Water-based epidemiology (WBE) is a valuable early warning tool for tracking the circulation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) among the population, including not only symptomatic patients but also asymptomatic, presymptomatic, and misdiagnosed carriers, which represent a high proportion of the infected population. In the specific case of Barcelona, wastewater surveillance anticipated by several weeks not only the original COVID-19 pandemic wave but also the onset of the second wave. In addition, SARS-CoV-2 occurrence in wastewater evidenced the efficacy of the adopted lockdown measures on the circulation of the virus. Health authorities profited from WBE to complement other inputs and adopt rapid and adequate measures to mitigate the effects of the pandemic. For example, sentinel surveillance of specific sewers helped to locate COVID-19 hot spots and to conduct massive numbers of RT-PCR tests among the population.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 28 条
[1]   First con firmed detection of SARS-CoV-2 in untreated wastewater in Australia: A proof of concept for the wastewater surveillance of COVID-19 in the community [J].
Ahmed, Warish ;
Angel, Nicola ;
Edson, Janette ;
Bibby, Kyle ;
Bivins, Aaron ;
O'Brien, Jake W. ;
Choi, Phil M. ;
Kitajima, Masaaki ;
Simpson, Stuart L. ;
Li, Jiaying ;
Tscharke, Ben ;
Verhagen, Rory ;
Smith, Wendy J. M. ;
Zaugg, Julian ;
Dierens, Leanne ;
Hugenholtz, Philip ;
Thomas, Kevin, V ;
Mueller, Jochen F. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 728
[2]   A Recurrent Mutation at Position 26340 of SARS-CoV-2 Is Associated with Failure of the E Gene Quantitative Reverse Transcription-PCR Utilized in a Commercial Dual-Target Diagnostic Assay [J].
Artesi, Maria ;
Bontems, Sebastien ;
Gobbels, Paul ;
Franckh, Marc ;
Maes, Piet ;
Boreux, Raphael ;
Meex, Cecile ;
Melin, Pierrette ;
Hayette, Marie-Pierre ;
Bours, Vincent ;
Durkin, Keith .
JOURNAL OF CLINICAL MICROBIOLOGY, 2020, 58 (10)
[3]   Going to waste [J].
Barras, Colin .
NATURE MEDICINE, 2018, 24 (10) :1484-1487
[4]   Glass Wool Concentration Optimization for the Detection of Enveloped and Non-enveloped Waterborne Viruses [J].
Blanco, Albert ;
Abid, Islem ;
Al-Otaibi, Nawal ;
Jose Perez-Rodriguez, Francisco ;
Fuentes, Cristina ;
Guix, Susana ;
Pinto, Rosa M. ;
Bosch, Albert .
FOOD AND ENVIRONMENTAL VIROLOGY, 2019, 11 (02) :184-192
[5]   Predicting Infectious Severe Acute Respiratory Syndrome Coronavirus 2 From Diagnostic Samples [J].
Bullard, Jared ;
Dust, Kerry ;
Funk, Duane ;
Strong, James E. ;
Alexander, David ;
Garnett, Lauren ;
Boodman, Carl ;
Bello, Alexander ;
Hedley, Adam ;
Schiffman, Zachary ;
Doan, Kaylie ;
Bastien, Nathalie ;
Li, Yan ;
Van Caeseele, Paul G. ;
Poliquin, Guillaume .
CLINICAL INFECTIOUS DISEASES, 2020, 71 (10) :2663-2666
[6]  
Coma E, 2020, EXCESS CASES INFLUEN
[7]   Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR (Publication with Expression of Concern) [J].
Corman, Victor M. ;
Landt, Olfert ;
Kaiser, Marco ;
Molenkamp, Richard ;
Meijer, Adam ;
Chu, Daniel K. W. ;
Bleicker, Tobias ;
Bruenink, Sebastian ;
Schneider, Julia ;
Schmidt, Marie Luisa ;
Mulders, Daphne G. J. C. ;
Haagmans, Bart L. ;
van der Veer, Bas ;
van den Brink, Sharon ;
Wijsman, Lisa ;
Goderski, Gabriel ;
Romette, Jean-Louis ;
Ellis, Joanna ;
Zambon, Maria ;
Peiris, Malik ;
Goossens, Herman ;
Reusken, Chantal ;
Koopmans, Marion P. G. ;
Drosten, Christian .
EUROSURVEILLANCE, 2020, 25 (03) :23-30
[8]   Computational analysis of SARS-CoV-2/COVID-19 surveillance by wastewater-based epidemiology locally and globally: Feasibility, economy, opportunities and challenges [J].
Hart, Olga E. ;
Halden, Rolf U. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 730
[9]   DEFECATION FREQUENCY AND TIMING, AND STOOL FORM IN THE GENERAL-POPULATION - A PROSPECTIVE-STUDY [J].
HEATON, KW ;
RADVAN, J ;
CRIPPS, H ;
MOUNTFORD, RA ;
BRADDON, FEM ;
HUGHES, AO .
GUT, 1992, 33 (06) :818-824
[10]   The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application [J].
Lauer, Stephen A. ;
Grantz, Kyra H. ;
Bi, Qifang ;
Jones, Forrest K. ;
Zheng, Qulu ;
Meredith, Hannah R. ;
Azman, Andrew S. ;
Reich, Nicholas G. ;
Lessler, Justin .
ANNALS OF INTERNAL MEDICINE, 2020, 172 (09) :577-+