ArticleFrontiers in microbiology2026
Oral microbiome classification of elevated salivary glucose in a large adolescent Kuwaiti population.
Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The oral cavity harbors a complex microbial ecosystem that reflects both local and systemic health. Metabolic disorders, including impaired glucose regulation, are known to alter the oral microbiome; however, whether oral microbial signatures can classify elevated salivary glucose status in large, healthy pediatric populations has received limited investigation. Objective: To determine whether oral microbiome composition, assessed by DNA probe analysis, can classify elevated salivary glucose status in Kuwaiti adolescents, and to identify the bacterial taxa contributing most to this classification. Methods: Oral microbiome data from 8,173 adolescents (mean age 10.0 ± 0.7 years) were analyzed using relative abundances of 42 bacterial species measured by the Socransky checkerboard DNA-DNA hybridization method. Salivary glucose was dichotomized at the cohort median (0.148 mg/dL) to define Low Glucose (≤ median, Results: Both alpha diversity indices were notably lower in the High Glucose group ( Conclusion: Oral microbiome composition can discriminate between adolescents with elevated and normal salivary glucose levels with moderate discriminatory accuracy under internal cross-validation. Reduced microbial diversity and specific bacterial signatures characterize the high-glucose state, supporting the potential utility of oral microbiome profiling as a non-invasive strategy for early metabolic risk identification in pediatric populations.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.