ArticleScientific reports2026
Ecological network collapse and functional potential shifts in the canine oral microbiota associated with periodontal disease: a pilot study.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Canine Periodontal Disease in an Urban Clinical Setting and Its Relationship with Host Factors and the Subgingival Bacterial Profile in Ecuador.Animals : an open access journal from MDPI · 2026Article
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
Abstract
Periodontal disease is a highly prevalent disease in dogs; however, the underlying shifts in the oral microbiota remain unclear. Although dysbiosis is often associated with a loss of diversity, the ecological dynamics of canine periodontal disease remain poorly characterized. Therefore, we performed pilot study using a multi-angle comparison of the oral microbiota of healthy dogs and those with periodontal disease to identify the taxonomic, predicted functional, and structural signatures of the disease. Supragingival plaque samples were collected from five clinically healthy dogs and five dogs with periodontal disease. Microbial composition was analyzed by sequencing the 16S rRNA gene. Downstream bioinformatics analyses included alpha and beta diversity, differential abundance testing (DESeq2), functional prediction (Phylogenetic Investigation of Communities by Reconstruction of Unobserved States 2), and co-occurrence network analysis. Our results showed that the oral microbiota of the two groups were structurally distinct (permutational multivariate analysis of variance, p < 0.01), even after adjusting for age. Unexpectedly, the periodontal disease group exhibited significantly higher alpha diversity than the healthy group (p < 0.05). A high abundance of Pasteurellaceae characterized the healthy microbiota, whereas the periodontal disease microbiota was characterized by a convergent dysbiotic state dominated by pathogenic families, such as Porphyromonadaceae. Predicted functionally, this shift was associated with an enrichment of pathways with pro-inflammatory potential, specifically sulfur-containing amino acid metabolism. Additionally, a marked heterogeneity was observed in the composition of healthy microbiota, suggesting alternative stable states, while network analysis revealed a severe reduction in microbial inter-connectivity in periodontal disease. These preliminary findings generate the hypothesis that canine periodontal disease is characterized by "additive dysbiosis" with increased alpha diversity that converges into a uniform, pathogen-enriched structure with collapsed ecological interactions. The loss of potentially protective commensals, such as Pasteurellaceae, may act as an ecological trigger for this shift, whereas a healthy oral state may encompass multiple distinct compositional states. These findings provide a novel, hypothesis-generating ecological framework for understanding canine periodontal disease and for developing novel therapeutic strategies.
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.