OptiSyn: an interpretable, multi-omics–driven graph convolutional network framework for synergy-oriented drug combination design in disease treatment
The suggested AI-driven formula design approach provides new insights into combinatorial therapy approaches for AS while also conforming to the TCM theory of Jun-Chen-Zuo-Shi principle. The significant potential of combining contemporary bioinformatics and AI techniques with traditional medicine is demonstrated by this study, which could facilitate efficient and mechanistically informed disease therapy.
Institutions
- Fujian University of Traditional Chinese Medicine (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- China Academy of Chinese Medical Sciences (CN)
Publication Details
- Journal
- Chinese Medicine
- Published
- 2026-03-24
- DOI
- https://doi.org/10.1186/s13020-026-01385-1
- Primary Topic
- Medicinal Plant Pharmacodynamics Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00