The pharmaceutical industry faces mounting pressure to rapidly develop novel therapies for complex diseases. Network pharmacology, a systems-based approach that considers the intricate connections between drugs and multiple biological targets, has emerged as a promising strategy to expedite drug discovery. By integrating network analysis with machi