Evidence map›Paper›PMID 42022032›Full record

ArticleDiscover water2026

Wastewater-based surveillance for community exposome surveillance, Louisville, Kentucky.

Lu Cai, Rochelle H Holm, Donald J Biddle, Charlie H Zhang, Daymond Talley, Ted Smith, J Christopher States

Abstract read
In one paragraph

Article in Discover water, 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

7 authors.

Lu CaiDepartment of Pediatrics, Pediatrics Research Institute, University of Louisville, Louisville, KY USA.
Rochelle H HolmCenter for Healthy Air Water and Soil, Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202 USA.
Donald J BiddleDepartment of Geographic and Environmental Sciences, University of Louisville, Louisville, KY USA.
Charlie H ZhangCenter for Integrative Environmental Health Sciences, University of Louisville, 505 S. Hancock St., Louisville, KY 40202 USA.
Daymond TalleyLouisville/Jefferson County Metropolitan Sewer District, Morris Forman Water Quality Treatment Center, Louisville, KY USA.
Ted Smith *Center for Integrative Environmental Health Sciences, University of Louisville, 505 S. Hancock St., Louisville, KY 40202 USA.
J Christopher States *Center for Integrative Environmental Health Sciences, University of Louisville, 505 S. Hancock St., Louisville, KY 40202 USA.

Funding

University of Louisville Center for Integrative Environmental Health SciencesP30ES030283 · NIEHS · UNIVERSITY OF LOUISVILLE · PI Amanda Jo LeBlanc · 2020 to 2026
$10.0M
NIEHS NIH HHS P30 ES030283
6 · The paper itself

Abstract

Exposomics research has primarily focused on individual exposures relevant to precision environmental health. Community exposomics is an emerging concept that seeks to connect community-level exposures to public health, but clear, practical ways to scale surveillance from individuals to communities-especially using wastewater to determine community chemical exposures-remain limited. We address this issue by applying wastewater-based surveillance for community exposome surveillance, allowing detection of neighborhood- and multi-neighborhood-scale exposure to environmental toxicants. Influent wastewater samples from 24 sites and tap water samples from five sites in the same areas were analyzed using an Inductively Coupled Plasma Quadrupole Mass Spectrometer to quantify 26 metals. Exposure levels vary across the county: 20 of 24 sites had at least one metal level exceeding 1 standard deviation (SD) above the mean and were designated areas of concern. Additionally, 14 of the 20 sites were designated as having increased concern, with levels greater than 2 SD above the mean. Our findings contribute to a better understanding of how wastewater-based surveillance can serve as a tool for transitioning from individual- to community-scale exposome assessment, with neighborhood- and multi-neighborhood-scale metal variance observed across a single county. A place-based community health exposomics surveillance model that leverages wastewater may be a promising approach for future public health action. Supplementary Information: The online version contains supplementary material available at 10.1007/s43832-026-00376-5.

Indexed as

ExposomeHeavy metalsNeighborhoodPollutionSewerWastewater-based epidemiology

Identifiers

PMID42022032
PMCPMC13095899

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.