ArticleJournal of oral microbiology2026
Oral microbiome alterations and their association with long-term heavy metal exposure and early health effects.
Article in Journal of oral microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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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.
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.
Who cites it
1 citing paper in PubMed.
- The microbiota at the interface of environmental toxicants and the brain.Cell metabolism · 2026Review
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Long-term heavy metal exposure poses health risks, and non-invasive biomarkers for early detection are needed. Objective: This study investigated whether oral microbiome alterations can serve as a non-invasive indicator of long-term HMs exposure and associated early biological effects. Design: Soil, buccal mucosa, blood, and urine samples were collected from contaminated (CA) and uncontaminated (UA) areas. Soil contamination was assessed, and internal biomarkers were measured. Oral bacterial diversity was analyzed using metagenomic sequencing. Results: Severe Cd and Pb contamination was found in CA soil. Participants in CA had elevated internal Cd levels, renal impairment, and immune alterations. Oral microbiome analysis revealed decreased alpha diversity, reduced network complexity, and a shift from beneficial to pathogenic keystone taxa in CA. Functional analysis showed enrichment of stress-response pathways, suppression of metabolic pathways, and increased pathways linked to human diseases. Specific bacterial taxa correlated with internal biomarker levels. Conclusions: There is a close association between long-term HMs exposure and reproducible, multi-faceted shifts in the oral microbiome. The oral microbiome may represent a promising, non-invasive biomarker for assessing environmental exposure and its early biological impacts.
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Registered trials
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.