Evidence map›Paper›PMID 41910055›Full record

ArticleJournal of water and health2026

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

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

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In one paragraph

Article in Journal of water and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Eric MoralesInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica.ORCID https://orcid.org/0000-0001-8090-4947
Luis Rivera-MonteroInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica.ORCID https://orcid.org/0000-0001-8739-7466
Nachalie Ramos-MontalvoEscuela Graduada de Salud Pública, Universidad de Puerto Rico, Recinto de Ciencias Médicas, San Juan, Puerto Rico.
Jose Montiel-MoraInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica.ORCID https://orcid.org/0000-0001-5581-1087
Bradd Mendoza-GuidoInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica.
Ernesto Alfaro-ArrietaLaboratorio Nacional de Aguas, Instituto Costarricense de Acueductos y Alcantarillados, La Unión, Costa Rica.ORCID https://orcid.org/0000-0002-1317-446X
Pablo Rivera-NavarroLaboratorio Nacional de Aguas, Instituto Costarricense de Acueductos y Alcantarillados, La Unión, Costa Rica.ORCID https://orcid.org/0000-0003-0482-4202
Kenia BarrantesInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica.ORCID https://orcid.org/0000-0002-2673-9220
Luz ChacónInstituto de Investigaciones en Salud (INISA), Universidad de Costa Rica, San José, Costa Rica E-mail: luz.chacon@ucr.ac.cr.ORCID https://orcid.org/0000-0003-2506-0619

Funding

Foundation for the National Institutes of Health D43TW011403Vicerrectoría de Investigación, Universidad de Costa Rica Project C3511
6 · The paper itself

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

Indexed as

DiarrheaEnvironmental MonitoringWastewaterCosta RicaEnterovirusHumansNorovirusRegression AnalysisRotavirusSeasonsWastewateroutbreakspublic healthresource-limited countriesrisk assessmentviral diseasewastewater surveillance

Identifiers

PMID41910055

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.