Identification of Key PANoptosis Regulators in Periodontitis and Chronic Obstructive Pulmonary Disease Using Gene Expression and Machine Learning Methods
This is the first study to link PANoptosis to both PD and COPD. The findings reveal shared molecular mechanisms and suggest PANoptosis-related genes as novel biomarkers and therapeutic targets in chronic inflammatory oral disease.
Authors
- Nail Beşli (ORCID: https://orcid.org/0000-0002-6174-915X)
- Süheyla Kaya (ORCID: https://orcid.org/0000-0002-9263-6211)
- İlhan Onaran (ORCID: https://orcid.org/0000-0003-4630-9516)
Institutions
- Istanbul University-Cerrahpaşa (TR)
- Sağlık Bilimleri Üniversitesi (TR)
- Istanbul University (TR)
- University of Health Sciences Antigua (AG)
Publication Details
- Journal
- Genes
- Published
- 2025-08-29
- DOI
- https://doi.org/10.3390/genes16091027
- Citations
- 1
- Primary Topic
- Biomarkers in Disease Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 0.80