Graph attention network predicts drug-gene associations of matrix metalloproteinases 9-based host modulation in periodontitis
This study explores the intricate relationship between drugs, genes, and MMP-9, using a GAT tool to identify potential drug targets. Addressing limitations can advance MMP-9 biology and develop new therapeutic strategies.
Authors
- Raghavendra Vamsi Anegundi (ORCID: https://orcid.org/0000-0002-8269-088X)
- Deepavalli Arumuganainar (ORCID: https://orcid.org/0000-0002-1642-5287)
- Praveen Ganesh
- Pradeep Kumar (ORCID: https://orcid.org/0000-0003-4259-820X)
Institutions
- Tamil Nadu Government Dental College and Hospital (IN)
- Saveetha University (IN)
Publication Details
- Journal
- Journal of Indian Society of Periodontology
- Published
- 2025-03-01
- DOI
- https://doi.org/10.4103/jisp.jisp_311_24
- Primary Topic
- Peptidase Inhibition and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00