Evidence map›Paper›PMID 42057783›Full record

ArticleFrontiers in microbiology2026

Metagenomic insights into oral microbiota dynamics in diabetic and non-diabetic periodontal disease: a pilot study.

Harshvardhan, Mahaldeep Kaur, Vishakha Grover, Anil Kumar Pinnaka, Suresh Korpole

Abstract read
In one paragraph

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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

5 authors.

HarshvardhanMicrobial Type Culture Collection and Gene bank, CSIR-Institute of Microbial Technology, Chandigarh, India.
Mahaldeep KaurMicrobial Type Culture Collection and Gene bank, CSIR-Institute of Microbial Technology, Chandigarh, India.
Vishakha GroverDr. Harvansh Singh Judge Institute of Dental Sciences and Hospital, Panjab University, Chandigarh, India.
Anil Kumar PinnakaMicrobial Type Culture Collection and Gene bank, CSIR-Institute of Microbial Technology, Chandigarh, India.
Suresh KorpoleMicrobial Type Culture Collection and Gene bank, CSIR-Institute of Microbial Technology, Chandigarh, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Subgingival microbial dysbiosis is one of the key reasons behind periodontitis, a chronic inflammatory disease, which is further get severe in the presence of type 2 diabetes mellitus (T2D). Although changes in taxonomic composition have been well established, the functional interactions and metagenomic profiles across different stages of the disease remain unclear. Methods: A shotgun metagenomic analysis was performed on subgingival dental plaque samples from 16 individuals, divided into healthy, staged periodontitis, and diabetic periodontitis groups. Group-wise DNA pooling was done for maximum DNA yield. Further, Alpha/beta diversity, taxonomic profiling, pathogen-probiotic ratios, and metabolic pathway abundance were analyzed and studied. Results: The healthy group showed the highest alpha diversity, especially in the core biosynthetic pathways. On the other hand, the earlier stages of periodontitis showed a unique community structure and the lowest alpha diversity. Early periodontitis also showed the highest abundance of commensals like Conclusion: The results clearly show that the subgingival microbial and functional patterns are different across the stages of the disease and metabolic status, which can be developed for underscoring the importance of targeting early metabolic shifts to prevent dysbiosis.

Indexed as

dysbiosismetagenomicsoral microbiomepathogenperiodontitisprobioticsubgingival plaque

Identifiers

PMID42057783
PMCPMC13121355

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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.