How Do Researchers Identify Potential Drug Combinations?
Researchers use various methods to identify promising drug combinations: - High-Throughput Screening: This technique allows for the rapid testing of thousands of drug combinations in cancer cell lines. - Computational Modeling: Advanced algorithms and machine learning models can predict synergistic interactions between drugs. - Biomarker Identification: Understanding the molecular and genetic profiles of tumors can help identify which patients are most likely to benefit from specific drug combinations.