While pre-registration has many benefits, it also presents some challenges. Researchers may find it difficult to predict all aspects of their study in advance, especially in exploratory or early-phase cancer research. Additionally, updating a pre-registration protocol requires time and effort, which may be a deterrent for some researchers.