Evidence map›Paper›PMID 40654456›Full record

ArticleJournal of dental sciences2025

Full-length 16S rRNA sequencing reveals microbial characteristics in supragingival plaque of periodontitis patients.

Chih-Chieh Wen, Jerry C Y Lin, Eisner Salamanca, Nai-Chia Teng, Yi-Jen Lin, Yi-Fan Wu, Hung-Ming Chang, Wei-Jen Chang

Abstract read
In one paragraph

Article in Journal of dental sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Oral microbiome profiles by periodontitis stage in a Korean population.Frontiers in cellular and infection microbiology · 2026
    Article
  4. Vitamin DInternational journal of molecular sciences · 2025
    Article
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

8 authors.

Chih-Chieh WenGraduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Jerry C Y LinSchool of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei, Taiwan.
Eisner SalamancaSchool of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei, Taiwan.
Nai-Chia TengSchool of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei, Taiwan.
Yi-Jen LinDepartment of Biomedical Engineering, Ming-Chuan University, Taoyuan, Taiwan.
Yi-Fan WuDepartment of Biomedical Engineering, Ming-Chuan University, Taoyuan, Taiwan.
Hung-Ming ChangGraduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Wei-Jen ChangGraduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background/Purpose: Periodontitis is a chronic inflammatory disease that disrupts oral microbial homeostasis and contributes to systemic inflammation. While previous studies have focused on subgingival microbiota, the role of supragingival plaque as an early microbial reservoir remains underexplored. Most previous studies have relied on short-read 16S rRNA sequencing but limited detailed classification. This study uses Third-Generation Sequencing (TGS) with full-length 16S rRNA sequencing and DADA2-based error correction to better characterize the supragingival microbiome in periodontitis. Materials and methods: A total of 30 participants (15 periodontitis patients and 15 healthy controls) were recruited. Supragingival plaque samples were collected, and full-length 16S rRNA sequencing was performed using a TGS platform. Sequencing data were processed with DADA2 for error correction and taxonomic classification using the Human Oral Microbiome Database (HOMD), including diversity indices and Principal Component Analysis (PCA), which were conducted to compare microbial compositions between groups. Results: The periodontitis group exhibited significantly higher microbial diversity ( Conclusion: This study provides the high-resolution microbial profiling of supragingival plaque in periodontitis using full-length 16S rRNA sequencing. The findings suggest that supragingival plaque may serve as an early-stage reservoir for periodontal pathogens, which leads to subgingival colonization and disease progression. It highlights the potential of microbial biomarkers in early diagnosis and suggests that targeted microbiome-based therapies could be developed to restore microbial balance in periodontal disease. This method offers greater precision in bacterial identification and future translational potential for personalized periodontal care.

Indexed as

DADA2 bioinformatics pipelineDental plaqueFull-length 16S rRNA sequencingOral microbiotaPeriodontitis

Identifiers

PMID40654456
PMCPMC12254783

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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.