Despite its benefits, global collaboration in cancer research faces several challenges. These include differences in regulatory frameworks, data privacy concerns, and logistical issues. Variability in healthcare infrastructure and access to advanced technologies can also pose significant hurdles. Moreover, aligning the objectives and priorities of diverse stakeholders can be complex and time-consuming.