Open source is crucial because cancer is a highly complex and heterogeneous disease, requiring vast amounts of data and sophisticated analysis methods. By sharing resources, researchers can avoid duplication of effort, validate each other's findings, and build upon existing work more efficiently. This collaborative approach can lead to faster and more effective development of novel therapies and diagnostic methods.