Evidence map›Paper›PMID 42931067›Full record

ReviewJournal of xenobiotics2026

Environmental Lead Exposure and Glucose Dysregulation: A Critical Integrative Review of Epidemiological and Mechanistic Evidence.

Rolando Adair Facio Campos, Edgar Héctor Olivas Calderón, Cristo Omar Puente Valenzuela, Jorge Alejandro Sosa Gutiérrez

Abstract readReview
In one paragraph

Review in Journal of xenobiotics, 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

4 authors.

Rolando Adair Facio CamposFacultad de Ciencias Químicas Gómez Palacio, Universidad Juárez del Estado de Durango, Artículo 123 s/n, Fracc. Filadelfia, Gómez Palacio 35010, Durango, Mexico.ORCID 0000-0003-4861-6608
Edgar Héctor Olivas CalderónFacultad de Ciencias Químicas Gómez Palacio, Universidad Juárez del Estado de Durango, Artículo 123 s/n, Fracc. Filadelfia, Gómez Palacio 35010, Durango, Mexico.ORCID 0000-0001-9898-2142
Cristo Omar Puente ValenzuelaFacultad de Ciencias Biológicas, Universidad Juárez del Estado de Durango, Universidad S/N, Núcleo Universitario, Fracc. Filadelfia, Gómez Palacio 35010, Durango, Mexico.
Jorge Alejandro Sosa GutiérrezFacultad de Ciencias Químicas Gómez Palacio, Universidad Juárez del Estado de Durango, Artículo 123 s/n, Fracc. Filadelfia, Gómez Palacio 35010, Durango, Mexico.ORCID 0009-0004-8467-5247

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Environmental lead (Pb) exposure has been proposed as a contributor to glucose dysregulation and type 2 diabetes mellitus (T2DM), but epidemiological consistency, causal interpretation, and human relevance of experimental models remain uncertain. Here, 'integrative' denotes an explicit cross-stream synthesis of human epidemiology, Pb-specific experimental toxicology, and adjacent mechanistic biology under common appraisal dimensions; it does not denote systematic-review status or formal evidence grading. Human findings are mixed and are dominated by cross-sectional studies using a single blood-Pb measurement. Positive associations are more frequent for triglyceride-glucose or other surrogate indices than for incident T2DM, whereas null estimates may reflect either absence of an effect or attenuation from exposure misclassification, restricted contemporary exposure ranges, and insufficient power. Experimental studies directly support impaired β-cell bioenergetics and insulin secretion and increased hepatic gluconeogenesis, but nominal doses, coadministration of a high-fat diet, and incomplete internal-dose reporting limit environmental extrapolation. Pb-specific support for Nrf2-mediated metabolic effects, TXNIP/NLRP3 activation in metabolic tissues, and gut-microbiota mediation remains indirect or preliminary. Real-world coexposure to other metals, particulate matter, and social stressors further limits lead-specific attribution. Overall, Pb is biologically plausible as one contributor to glucose dysregulation under some exposure and susceptibility conditions, but current evidence does not establish an independent causal effect on human T2DM. Prospective, mixture-aware studies with repeated and cumulative Pb biomarkers, adjudicated outcomes, and toxicokinetically anchored experimental designs are needed.

Indexed as

biomonitoringcoexposurehepatic gluconeogenesisinsulin resistanceoxidative stresspancreatic β-celltoxicokineticstype 2 diabetes mellitus

Identifiers

PMID42931067
PMCPMC13706417

What OpenQuestion holds

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Registered trials

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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.