Evidence map›Paper›PMID 42598314›Full record

ArticleJournal of Indian Society of Periodontology

Modeling sRNA-mRNA regulatory interactions in

Deeksha Chaudhary, Pradeep Kumar Yadalam, P R Ganesh

Abstract read
In one paragraph

Article in Journal of Indian Society of Periodontology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Deeksha ChaudharyDepartment of Periodontics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.
Pradeep Kumar YadalamDepartment of Periodontics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.
P R GaneshDepartment of Periodontics, Tamil Nadu Government Dental College, Chennai, Tamil Nadu, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Microbial dysbiosis and chronic infection are linked to peri-implantitis, a complex inflammatory disease. Materials and Methods: Using a curated cross-linking, ligation, and sequencing of hybrids dataset of sRNA-mRNA interactions in Results: The model identified SprX and RsaE as key regulatory sRNAs that govern antibiotic resistance, stress responses, and metabolic adaptation. Because of its role in immune evasion, the spa mRNA has become a major regulatory target. The model identified co-regulated clusters, reconstructed the overall network structure, and captured biologically significant patterns, despite modest predictive accuracy ( Conclusion: This study demonstrates the utility of GAT-AE models for investigating posttranscriptional regulation in

Indexed as

Autoencodersgraph attentionmicroRNAStaphylococcus

Identifiers

PMID42598314
PMCPMC13472465

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.