Evidence mapPaperPMID 41345617Full record

ArticleBMC oral health2025

Oral-associated bacteria in the gut microbiome of individuals with type 2 diabetes: a secondary analysis of metagenomic data.

Ricardo Franco-Duarte, Zaki Saati-Santamaría, Phannaphat Choowong, Gangani Dharmarathne, Esther Menéndez, Pedro Soares, Teresa Rito, Wah Cheung, Axel Spahr, Joerg Eberhard and 1 more

Abstract read
In one paragraph

Article in BMC oral health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Ricardo Franco-DuarteCBMA (Center of Molecular and Environmental Biology), University of Minho, Braga, Portugal.
Zaki Saati-SantamaríaMicrobiology and Genetics Department, Universidad de Salamanca, Salamanca, 37007, Spain.
Phannaphat ChoowongThe Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.
Gangani DharmarathneAustralian Laboratory Services global, Water and Hydrographic, Hume, ACT, Australia.
Esther MenéndezMicrobiology and Genetics Department, Universidad de Salamanca, Salamanca, 37007, Spain.
Pedro SoaresCBMA (Center of Molecular and Environmental Biology), University of Minho, Braga, Portugal.
Teresa RitoCBMA (Center of Molecular and Environmental Biology), University of Minho, Braga, Portugal.
Wah CheungWestmead Applied Research Centre, Faculty of Medicine and Health, Westmead Clinical School, University of Sydney, Sydney, Australia.
Axel SpahrSydney Dental School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.
Joerg EberhardThe Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.
Thilini N JayasingheThe Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia. thilini.jayasinghe@sydney.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With an astounding global prevalence, both diabetes mellitus and gum disease pose significant health concerns. Gum disease has been identified as a risk factor for diabetes mellitus, and its treatment has shown improvements in markers of glucose management. We hypothesised that bacteria commonly associated with the oral microbiome could be disproportionately present in the gut of individuals with type 2 diabetes mellitus (T2DM) compared to healthy controls, suggesting a possible association between oral-associated bacteria and metabolic dysregulation. This hypothesis is supported by known interactions between the oral microbiome and systemic health, particularly the role of inflammation in both conditions. Therefore, we aimed to conduct a secondary analysis of whole-genomic sequencing data of studies published over the last twenty years (2004–2024) related to the gut microbiome of patients with T2DM to identify oral-associated bacteria in their gut compared to healthy individuals. We searched for studies related to the gut microbiome, whole metagenomics, and T2DM in Ovid Medline, EMBASE, and Web of Science databases. Studies that included whole metagenomic data from adult populations of all genders with T2DM were selected, resulting in the reanalysis of metagenomic sequencing data from a total of 9 studies (n = 1,224 metagenomes) for bacterial species data. From the 41,689 gut microbial species identified across the selected studies, 497 were classified as of oral-associated bacteria, corresponding with entries in the Human Oral Microbiome Database (HOMD). These oral bacteria comprised 1.19% of the gut microbiome. Notably, twenty oral-associated bacterial species were statistically significant in their presence among patients with diabetes compared to healthy individuals, irrespective of their abundance. Key oral pathogens included Corynebacterium striatum, Staphylococcus capitis, Kingella kingae, Corynebacterium propinquum, Prevotella sp. oral taxon 820, Prevotella scopos, Selenomonas artemidis, Bordetella pertussis, Selenomonas sp. oral taxon 137, and Staphylococcus hominis. Specifically, periodontal pathogens such as, Porphyromonas gingivalis, Tannerella forsythia, and Capnocytophaga sp. oral taxon 332 were found to be significantly higher in patients with T2DM. These bacteria are associated with conditions like endocarditis, bacteremia, and inflammatory responses, which are prevalent in both diabetes and periodontitis. Although causal relationships cannot be directly established, our findings suggest that bacteria typically originating from the oral cavity may be more prevalent in the gut microbiome of patients with T2DM, supporting the potential role of oral-gut microbial interactions in metabolic dysregulation.

Indexed as

Diabetes Mellitus, Type 2Gastrointestinal MicrobiomeMicrobiotaMouthHumansMetagenomicsSecondary Data AnalysisGut microbiomeMetagenomicsOral-gut axisOral microbiotaPeriodontal pathogensType 2 diabetes mellitus (T2DM)

Identifiers

PMID41345617
PMCPMC12715959

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.