Pharmacological data is essential for several reasons: 1. It helps in the development of new cancer treatments by providing insights into drug interactions and mechanisms of action. 2. It assists in personalizing therapy, ensuring that patients receive the most effective and least toxic treatment regimens. 3. It aids in predicting and managing side effects and adverse reactions, improving patient safety. 4. It supports regulatory approvals by demonstrating the efficacy and safety of new drugs.