Evidence map›Paper›PMID 41844951›Full record

ArticleEnvironmental geochemistry and health2026

Hair biomonitoring reveals spatial heterogeneity of multielement exposure in Bogotá schoolchildren.

Julián David Beltrán-Ardila, Peter Alexander Escobar-Correa, Diana Angélica Varela-Martínez, Diego Armando García-García, John Alexander Benavidez-Piracón, Laura Bibiana Pinilla-Bonilla, Jefferson David Santos-Yate

Abstract read
In one paragraph

Article in Environmental geochemistry and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Julián David Beltrán-ArdilaFaculty of Engineering, Universidad EAN, Bogotá D.C., Colombia.ORCID http://orcid.org/0009-0003-0945-4586
Peter Alexander Escobar-CorreaFaculty of Engineering, Universidad EAN, Bogotá D.C., Colombia.ORCID http://orcid.org/0009-0005-5470-2512
Diana Angélica Varela-MartínezDepartment of Basic Sciences, Faculty of Engineering, Universidad EAN, Bogotá D.C., Colombia. davarela@universidadean.edu.co.ORCID http://orcid.org/0000-0003-1688-8983
Diego Armando García-GarcíaDepartment of Basic Sciences, Faculty of Engineering, Universidad EAN, Bogotá D.C., Colombia.ORCID http://orcid.org/0000-0003-1479-0296
John Alexander Benavidez-PiracónNational University of Colombia, Bogotá D.C., Colombia.ORCID http://orcid.org/0000-0002-7632-0372
Laura Bibiana Pinilla-BonillaSubred Integrada de Servicios de Salud Sur ESE, Bogotá D.C., Colombia.ORCID http://orcid.org/0000-0001-9360-7116
Jefferson David Santos-YateSubred Integrada de Servicios de Salud Sur ESE, Bogotá D.C., Colombia.ORCID http://orcid.org/0000-0002-8101-197X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Children in large Latin American cities may experience concurrent exposure to multiple environmental metals. This study quantified hair concentrations of lead (Pb), manganese (Mn), cadmium (Cd), mercury (Hg), and copper (Cu) in Bogotá schoolchildren to assess spatial heterogeneity across four administrative localities.Query In a cross-sectional design, 69 pooled scalp-hair samples from 14 public schools were washed, digested, and analyzed using atomic absorption spectrometry (flame, graphite furnace, and cold vapor, as applicable). Key quality control steps included blanks, certified-reference materials, matrix-spike recoveries, and instrument triplicates; batches not meeting precision criteria were reanalyzed or flagged (see Supplementary Tables S2-S9). Missing data were handled via multiple imputations. Inter-locality differences were assessed with Kruskal-Wallis tests, and multielement patterns compared using PERMANOVA. Statistically significant differences were found for Pb, Mn, and Cd (p < 0.05), with higher levels in Bosa and, to a lesser extent, Usaquén. Hg levels were low and spatially uniform. These findings support the use of school-based hair biomonitoring to detect spatially structured metal exposure and guide targeted environmental-health actions in urban settings.

Indexed as

Biological MonitoringEnvironmental ExposureEnvironmental PollutantsHairMetals, HeavyChildColombiaCross-Sectional StudiesEnvironmental MonitoringFemaleHumansMaleMercurySchoolsSpectrophotometry, AtomicEnvironmental PollutantsMercuryMetals, HeavyBogotá, ColombiaHair biomonitoringHeavy metalsSchoolchildrenSpatial analysisUrban environmental health

Identifiers

PMID41844951
PMCPMC12995980

What Socratic 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 Socratic graph.