Despite the benefits, cancer collaborations face several challenges. Differences in regulatory environments, intellectual property concerns, and data sharing issues can hinder effective collaboration. Additionally, coordinating among diverse groups with varying priorities and resources requires careful management and communication. Addressing these challenges involves establishing clear guidelines and fostering a culture of transparency and trust.