Evidence map›Paper›PMID 41869814›Full record

ArticleMicrobiology spectrum2026

Effects of heavy metal exposure on oral microbial communities in women with different menopausal status.

Keke Yang, Zhen Yang, Huan Li, Hongling Liu, Susu Cao, Yuanyuan Bao, Lu Feng, Li Zhang, Jingping Niu, Tian Tian

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

10 authors.

Keke Yang *School of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0006-4772-2408
Zhen Yang *Lanzhou Maternal and Child Health Care Hospital, Lanzhou, China.
Huan LiSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0001-8950-7427
Hongling LiuSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0000-1443-4510
Susu CaoSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0005-0154-6456
Yuanyuan BaoSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0000-6676-8387
Lu FengSchool of Stomatology, Lanzhou University, Lanzhou, China.
Li ZhangSchool of Public Health, Lanzhou University, Lanzhou, China.
Jingping NiuSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0000-0002-2864-6693
Tian TianSchool of Public Health, Lanzhou University, Lanzhou, China.ORCID 0009-0008-2669-5249

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effects of long-term heavy metal exposure on the oral mucosal microbiota in women. By measuring both external environmental heavy metal exposure and internal heavy metal exposure indicators in the human body, it aims to elucidate the complex interactions between external environmental exposure and internal exposure, as well as their potential association with menopausal status. We analyzed oral microbial composition, function, and co-occurrence networks in 47 women from polluted and control areas. Heavy metal exposure significantly altered oral microbial diversity and functional pathways, with molybdenum (Mo) exhibiting a uniquely strong influence. Key metabolic pathways related to cardiovascular disease and carbohydrate metabolism were enriched in specific groups. Network analysis revealed a loss of keystone species and structural simplification in postmenopausal women from the polluted area. These findings suggest that heavy metal exposure alters oral microbial communities, and these alterations correlate with shifts in host metabolic pathways that are known to be associated with menopausal hormonal changes, potentially impacting women's health during this transition.IMPORTANCEThis study reveals, for the first time, how chronic heavy metal exposure and menopause interact to disrupt the female oral microbiome. We identify Mo as a key metal, correlating strongly with specific bacteria and linked to downregulated cardiovascular and metabolic pathways. Critically, postmenopausal women in polluted areas exhibit a severe loss of keystone species and a collapsed microbial network structure. These findings position the dysregulated oral microbiome as a potential mechanistic link between environmental metal exposure and the heightened systemic risks-such as metabolic disorders and chronic inflammation-observed in postmenopausal women, highlighting new targets for preventive health strategies.

Indexed as

bacterial oral microbiomebuccal mucosaheavy metalsmenopauseNGS (next-generation sequencing)

Identifiers

PMID41869814
PMCPMC13142029

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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.