Applying weighted quantile sum regression to wastewater surveillance: enteric viral mixtures and diarrheal disease trends in Costa Rica

ABSTRACT Wastewater surveillance is a valuable tool to track viral circulation in populations; however, its application in tropical settings remains limited. In this study, we implemented a year-round wastewater surveillance program in a great metropolitan area of Costa Rica to assess its feasibility and epidemiological utility. Four major enteric viruses: rotavirus (RoV), norovirus genogroups I (NVG1) and II (NVG2), and pan-enterovirus (PEV), were quantified by RT-qPCR in the effluent of the country's main wastewater treatment plant. Weighted Quantile Sum regression was applied to compare the mixture of viruses detected with reported diarrhoea cases during the study period (June 2023– July 2024). NVG2 was the most frequently detected virus, while RoV and PEV peaked during the rainy season. The WQS mixture index showed no significant association with weekly case counts at any lag (RR 0.928–1.091; all p > 0.05). Component weights varied by model, and the rainy season was the only factor significantly associated with higher case counts (RR = 1.42, p = 0.012). These findings demonstrate that wastewater surveillance is feasible in tropical contexts and can provide complementary insights to traditional systems, although temporal and seasonal structure strongly modulate observed associations.

Authors

Institutions

Publication Details

Journal
Journal of Water and Health
Published
2026-02-17
DOI
https://doi.org/10.2166/wh.2026.197
Citations
1
Primary Topic
Viral gastroenteritis research and epidemiology
Type
article
Field-Weighted Citation Impact
32.78

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Applying weighted quantile sum regression to wastewater surveillance: enteric viral mixtures and diarrheal disease trends in Costa Rica

Pablo C. Rivera-Navarro, Eric Mora Morales, Bradd Mendoza-Guido, Luz Chacón et al.
1 citations
Journal of Water and Health
Viral gastroenteritis research and epidemiology
32.78
article

Applying weighted quantile sum regression to wastewater surveillance: enteric viral mixtures and diarrheal disease trends in Costa Rica

Pablo C. Rivera-Navarro, Eric Mora Morales, Bradd Mendoza-Guido, Luz Chacón, Kenia Barrantes, Luis Rivera-Montero, Jose Montiel-Mora, Nachalie Ramos-Montalvo, Ernesto Alfaro-Arrieta
article en
1 citations

Abstract

ABSTRACT Wastewater surveillance is a valuable tool to track viral circulation in populations; however, its application in tropical settings remains limited. In this study, we implemented a year-round wastewater surveillance program in a great metropolitan area of Costa Rica to assess its feasibility and epidemiological utility. Four major enteric viruses: rotavirus (RoV), norovirus genogroups I (NVG1) and II (NVG2), and pan-enterovirus (PEV), were quantified by RT-qPCR in the effluent of the country's main wastewater treatment plant. Weighted Quantile Sum regression was applied to compare the mixture of viruses detected with reported diarrhoea cases during the study period (June 2023– July 2024). NVG2 was the most frequently detected virus, while RoV and PEV peaked during the rainy season. The WQS mixture index showed no significant association with weekly case counts at any lag (RR 0.928–1.091; all p > 0.05). Component weights varied by model, and the rainy season was the only factor significantly associated with higher case counts (RR = 1.42, p = 0.012). These findings demonstrate that wastewater surveillance is feasible in tropical contexts and can provide complementary insights to traditional systems, although temporal and seasonal structure strongly modulate observed associations.

Journal of Water and HealthVol. 24(3)
University of Puerto Rico, Medical Sciences Campus (PR), University of Puerto Rico System (PR), Universidad de Costa Rica (CR), Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud (CR), Ministerio de Salud (CR)
Universidad de Costa Rica, National Institutes of Health, Vicerrectoría de Investigación, Universidad de Costa Rica, Fogarty International Center
Clean water and sanitation
Openalex Percentile: Top 1%
Viral gastroenteritis research and epidemiology
32.78
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.