Tracking the temporal variation of COVID-19 surges through wastewater-based epidemiology during the peak of the pandemic: A six-month long study in Charlotte, North Carolina

被引:35
作者
Barua, Visva Bharati [1 ]
Juel, Md Ariful Islam [1 ]
Blackwood, A. Denene [2 ]
Clerkin, Thomas [2 ]
Ciesielski, Mark [2 ]
Sorinolu, Adeola Julian [1 ]
Holcomb, David A. [3 ]
Young, Isaiah [1 ]
Kimble, Gina [4 ]
Sypolt, Shannon [4 ]
Engel, Lawrence S. [3 ]
Noble, Rachel T. [2 ]
Munir, Mariya [1 ]
机构
[1] Univ North Carolina Charlotte, Dept Civil & Environm Engn, 9201 Univ City Blvd, Charlotte, NC 28223 USA
[2] Univ North Carolina Chapel Hill, Inst Marine Sci, Morehead City, NC 28557 USA
[3] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC 27599 USA
[4] Charlotte Water, 5100 Brookshire Blvd, Charlotte, NC 28216 USA
关键词
SARS-CoV-2; Wastewater; COVID-19; RT-qPCR; RT-ddPCR; Wastewater-based epidemiology (WBE); REAL-TIME PCR; SARS-COV-2; QUANTIFY;
D O I
10.1016/j.scitotenv.2021.152503
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The global spread of SARS-CoV-2 has continued to be a serious concern after WHO declared the virus to be the causative agent of the coronavirus disease 2019 (COVID-19) a global pandemic. Monitoring of wastewater is a useful tool for assessing community prevalence given that fecal shedding of SARS-CoV-2 occurs in high concentrations by infected individuals, regardless of whether they are asymptomatic or symptomatic. Using tools that are part of wastewater-based epidemiology (WBE) approach, combined with molecular analyses, wastewater monitoring becomes a key piece of information used to assess trends and quantify the scale and dynamics of COVID-19 infection in a specific community, municipality, or area of service. This study investigates a six-month long SARS-CoV-2 RNA quantification in influent wastewater from four municipal wastewater treatment plants (WWTP) serving the Charlotte region of North Carolina (NC) using both RT-qPCR and RT-ddPCR platforms. Influent wastewater was analyzed for the nucleocapsid (N) genes N1 and N2. Both RT-qPCR and RT-ddPCR performed well for detection and quantification of SARS-CoV-2 using the N1 target, while for the N2 target RT-ddPCR was more sensitive. SARS-CoV-2 concentration ranged from 10(3) to 10(5) copies/L for all four plants. Both RT-qPCR and RT-ddPCR showed a significant positive correlation between SARS-CoV-2 concentrations and the 7-day rolling average of clinically reported COVID-19 cases when lagging 5 to 12 days (rho = 0.52-0.92, p < 0.001-0.02). A major finding of this study is that RT-qPCR and RT-ddPCR generated SARS-CoV-2 data that was positively correlated (rho = 0.569, p < 0.0001) and can be successfully used tomonitor SARS-CoV-2 signals across the WWTP of different sizes and metropolitan service functions without significant anomalies.
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页数:11
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