Evidence map›Paper›PMID 37928665›Full record

ArticleFrontiers in microbiology2023

Effects of long-term metal exposure on the structure and co-occurrence patterns of the oral microbiota of residents around a mining area.

Shuwei Pei, Lu Feng, Yonghua Zhang, Jiangyun Liu, Jia Li, Qiwen Zheng, Xingrong Liu, Bin Luo, Ye Ruan, Huan Li and 3 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in microbiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.0field-weighted citation impact, top 14% of its field
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

10 citing papers in PubMed, 9 citations in OpenAlex.

  1. Review
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  8. Associated effects of blood metal(loid) exposure and impaired glucose metabolism in patients with gastric precancerous lesions or gastric cancer.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025
    Article
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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

13 authors at 2 institutions in 1 country.

Shuwei PeiSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Lu FengSchool of Stomatology, Lanzhou University, Lanzhou, Gansu, China.
Yonghua ZhangChild Health Department, Lanzhou Maternal and Child Health Care Hospital, Lanzhou, Gansu, China.
Jiangyun LiuSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Jia LiSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Qiwen ZhengSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Xingrong LiuSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Bin LuoSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Ye RuanSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Huan LiSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Weigang HuState Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Ecology, Lanzhou University, Lanzhou, China.
Jingping NiuSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Tian TianSchool of Public Health, Lanzhou University, Lanzhou, Gansu, China.
Lanzhou University · CNGansu Provincial Maternal and Child Health Hospital · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The aim of our study was to investigate the impact of long-term exposure to heavy metals on the microbiome of the buccal mucosa, to unveil the link between environmental contamination and the oral microbial ecosystem, and to comprehend its potential health implications. Methods: Subjects were divided into two groups: the exposure group and the control group. We collected samples of buccal mucosa, soil, and blood, and conducted microbial diversity analysis on both groups of oral samples using 16S rRNA gene sequencing. The concentrations of heavy metals in blood and soil samples were also determined. Additionally, microbial networks were constructed for the purpose of topological analysis. Results: Due to long-term exposure to heavy metals, the relative abundance of Conclusion: Long-term exposure to multiple metals perturbs normal bacterial communities in the buccal mucosa of residents in contaminated areas. This exposure reduces the complexity and stability of the microbial network and increases the risk of developing various diseases.

Indexed as

16S rRNA gene sequencingbacteriabuccal mucosaheavy metalkeystone taxanetwork analysis

Identifiers

PMID37928665
PMCPMC10620801
OpenAlexW4387779680

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.