Evidence map›Paper›PMID 41278003›Full record

ArticleACS environmental Au2025

Spatially Informed Wastewater Differentiation among Locations during an Ongoing Measles Outbreak in Texas, USA.

Laura M Langan, Fallon L Bain, Christine C Snow, Janelle Oldfather, Olivia Sagvold, Kacie Kaneshiro, Charlotte Nwagwu, HyeongYoung Choi, Adam R Wronski, Md Alamin and 6 more

Abstract read
In one paragraph

Article in ACS environmental Au, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Review
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

16 authors.

Laura M LanganDepartment of Environmental Health Sciences, Arnold School of Public Health, University of South Carolina, 921 Assembly St., Columbia, South Carolina 28208, United States.ORCID https://orcid.org/0000-0002-2095-7163
Fallon L BainDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
Christine C SnowDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
Janelle OldfatherDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
Olivia SagvoldDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
Kacie KaneshiroCenter for Reservoir and Aquatic Systems Research, Baylor University, One Bear Place #97178, Waco, Texas 76798, United States.
Charlotte NwagwuCenter for Reservoir and Aquatic Systems Research, Baylor University, One Bear Place #97178, Waco, Texas 76798, United States.
HyeongYoung ChoiDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
Adam R WronskiDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.ORCID https://orcid.org/0000-0002-9013-0452
Md AlaminDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.
R Sean NormanDepartment of Environmental Health Sciences, Arnold School of Public Health, University of South Carolina, 921 Assembly St., Columbia, South Carolina 28208, United States.ORCID https://orcid.org/0000-0003-4766-4376
Audrey RobertsonEnvironmental Epidemiology and Disease Registries, Texas Department of State Health Services, Austin, Texas 78756, United States.
Layla LustriEnvironmental Epidemiology and Disease Registries, Texas Department of State Health Services, Austin, Texas 78756, United States.
Victoria SalinasEnvironmental Epidemiology and Disease Registries, Texas Department of State Health Services, Austin, Texas 78756, United States.
Heidi K BojesEnvironmental Epidemiology and Disease Registries, Texas Department of State Health Services, Austin, Texas 78756, United States.
Bryan W BrooksDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798, United States.ORCID https://orcid.org/0000-0002-6277-9852

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Though reverse transcription-quantitative polymerase chain reaction (RT-qPCR), RT digital PCR (RT-dPCR), and RT digital droplet PCR (RT-ddPCR) are commonly used for wastewater-based epidemiology and surveillance (WBE/WBS), differences among the platforms exist. While RT-ddPCR has been suggested as an ideal approach to use globally for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) monitoring, access to RT-qPCR instrumentation is more widely available in many regions, and it is more economical. Subsequently, a larger number of studies have used RT-qPCR for SARS-CoV-2 wastewater monitoring, along with additional pathogens that can be detected with WBS. In this study, we employed RT-qPCR and RT-dPCR platforms for the comparative detection of vaccine (A genotype Edmonston) and wild-type (D8 genotype) measles RNA from wastewater in nearby cities separated by <50 km during an ongoing measles outbreak in Texas, USA, in addition to several other locations up to 30-1400 km from the outbreak location. The limit of detection (LOD) for each methodology was evaluated using a synthetic gBlock DNA gene fragment of known concentrations, with comparable LODs identified for both the RT-dPCR (∼0.5 gc/μL) and RT-qPCR (∼0.4 gc/μL) platforms. Using composite supernatant-solid wastewater samples, RNA aliquots were analyzed on each platform in parallel. The RT-qPCR platform demonstrated a higher detection rate than RT-dPCR for the vaccine strain quantified in wastewater samples, with equivalent detections for the wild-type strain in both platforms, and notable differences in the gene copies quantified in wastewater based on the platform. Our study identifies that regardless of PCR methodology employed, WBS is a particularly valuable approach for the spatially informed differentiation of measles during rapid response to an active outbreak.

Indexed as

measlesRT-dPCRRT-qPCRvaccine strainwild-type strain

Identifiers

PMID41278003
PMCPMC12635935

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.