Despite its benefits, data sharing in cancer research faces several challenges. Privacy concerns are paramount, as patient data must be protected to comply with regulations like HIPAA. Data standardization is another issue; different studies may use varying methodologies, making it difficult to integrate datasets. Additionally, intellectual property concerns and the competitive nature of research can hinder open sharing of data.