Accurate prediction of synergistic drug combination using a multi-source information fusion framework

Accurate prediction of synergistic drug combination using a multi-source information fusion framework

Abstract Background Accurately predicting synergistic drug combinations is critical for complex disease therapy. However, the vast search space of potential drug combinations poses significant challenges for identification through biological experiments alone. Nowadays, deep learning is widely appli...

Full description

Saved in:
Bibliographic Details
Main Authors: Shuting Jin, Huaze Long, Anqi Huang, Jianming Wang, Xuan Yu, Zhiwei Xu, Junlin Xu
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Biology
Subjects:
Drug combination
Graph neural network
Multi-source information
Omics data
Online Access:https://doi.org/10.1186/s12915-025-02302-y
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s12915-025-02302-y

Similar Items