A Model-Based Framework to Assess the Feasibility of Monitoring Zika Virus with Wastewater-Based Epidemiology

被引:9
作者
Chen, William [1 ]
Bibby, Kyle [1 ]
机构
[1] Univ Notre Dame, Dept Civil & Environm Engn & Earth Sci, Notre Dame, IN 46556 USA
来源
ACS ES&T WATER | 2023年 / 3卷 / 04期
关键词
Zika virus; wastewater-based epidemiology (WBE); process limit of detection (PLOD); Monte Carlo simulation; polymerase chain reaction (PCR) assay replicates; Zika RNA viral shedding; RNA; SPECIMENS; DISEASE; SALIVA;
D O I
10.1021/acsestwater.2c00555
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wastewater-based epidemiology (WBE) is a promising community-level monitoring technique used for tracking diseases with well-documented enteric transmission or shedding. However, it is less clear if WBE is feasible for monitoring vector-borne pathogens like Zika virus. Using Monte Carlo simulation, the distributions for (i) total Zika RNA shedding from infected individuals and (ii) the process limit of detection (PLOD) were generated, and the probability of detecting Zika RNA in wastewater per infection rate was calculated. Urine drives Zika RNA shedding, leading to a median total shedding of 6.73 log 10 genome copies (GC)/day. At a PLOD of 1.16 log 10 GC/L, an infection rate of 0.11% (single PCR replicate) is required for 50% probability of detection, based on typical U.S. wastewater treatment plant (WWTP) flows. From historical case data, successful Zika WBE application is unlikely in the United States but likely for Zika-endemic countries with decreased WWTP per capita flows, like Brazil and Colombia, during an outbreak as observed in 2016. The great discrepancy between true and reported clinical cases, however, suggests that Zika WBE for endemic countries may be feasible even in the absence of outbreaks. Finally, we identify future work necessary for improved assessment of Zika WBE applications.
引用
收藏
页码:1071 / 1081
页数:11
相关论文
共 50 条
[1]   Evaluation of process limit of detection and quantification variation of SARS-CoV-2 RT-qPCR and RT-dPCR assays for wastewater surveillance [J].
Ahmed, Warish ;
Bivins, Aaron ;
Metcalfe, Suzanne ;
Smith, Wendy J. M. ;
Verbyla, Matthew E. ;
Symonds, Erin M. ;
Simpson, Stuart L. .
WATER RESEARCH, 2022, 213
[2]   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
[3]  
Allard A., 2017, WATER SANITATION 21, DOI [10.14321/waterpathogens.11, DOI 10.14321/WATERPATHOGENS.11]
[4]   Zika: the continuing threat [J].
Anderson, Tatum ;
Humphreys, Gary .
BULLETIN OF THE WORLD HEALTH ORGANIZATION, 2019, 97 (01) :6-7
[5]   Zika virus disease: a current review of the literature [J].
Atif, Muhammad ;
Azeem, Muhammad ;
Sarwar, Muhammad Rehan ;
Bashir, Arslan .
INFECTION, 2016, 44 (06) :695-705
[6]   Growth and Development of Children with Microcephaly Associated with Congenital Zika Virus Syndrome in Brazil [J].
Barbosa de Franca, Thais Lorena ;
Medeiros, Wilton Rodrigues ;
de Souza, Nilba Lima ;
Longo, Egmar ;
Pereira, Silvana Alves ;
de Oliveira Franca, Thamyris Barbosa ;
Sousa, Klayton Galante .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 15 (09)
[7]   Infection dynamics in a traveller with persistent shedding of Zika virus RNA in semen for six months after returning from Haiti to Italy, January 2016 [J].
Barzon, L. ;
Pacenti, M. ;
Franchin, E. ;
Lavezzo, E. ;
Trevisan, M. ;
Sgarabotto, D. ;
Palu, G. .
EUROSURVEILLANCE, 2016, 21 (32) :2-5
[8]   Virus and Antibody Dynamics in Travelers With Acute Zika Virus Infection [J].
Barzon, Luisa ;
Percivalle, Elena ;
Pacenti, Monia ;
Rovida, Francesca ;
Zavattoni, Maurizio ;
Del Bravo, Paola ;
Cattelan, Anna Maria ;
Palu, Giorgio ;
Baldanti, Fausto .
CLINICAL INFECTIOUS DISEASES, 2018, 66 (08) :1173-1180
[9]  
Besnard M, 2014, Euro Surveill, V19
[10]   Zika virus: Current concerns in India [J].
Bhardwaj, Sumit ;
Gokhale, Mangesh D. ;
Mourya, Devendra T. .
INDIAN JOURNAL OF MEDICAL RESEARCH, 2017, 146 :572-575