Drug Gene Association (DGA)


The DGA model analyzes the relationships between drugs and genes, revealing how drugs exert their effects by influencing gene expression or function.

This model helps identify potential drug targets and supports personalized treatment approaches.



The search result for the Model Prediction Types "Drug Gene Association (DGA)"
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Recommendation ID Data Information Model Information Application Information Reference
Rank Total_Score Model_ID Dataset_Name Element_type Data_features Model_name Algorithm_name Prediction_type Code_source Study_types Disease_name Target_name Drug_name Interaction_type Recommended_Number PMID Journal Publication_Year
1 56.6 380 NA Drug, Gene Drug: UniProt ID, PD-MRW Random Walk Drug Gene Association (DGA) NA Case studies Hepatocellular Carcinoma NA NA NA Top 20 drugs 27076463 IEEE/ACM Trans Comput Biol Bioinform 2017
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