EMD SERONO INC Competitive Landscape

Target Matching: Drugs are matched by their molecular targets (e.g., PD-1, EGFR, TNF-alpha). Two drugs targeting the same protein are considered direct competitors.

Data Sources: Target data from ChEMBL database and FDA labels. Some drugs may lack target annotations.

Limitations: Does not account for indication overlap, dosing, or formulation differences. Same-target drugs may serve different patient populations.