Despite its importance, achieving full transparency in toxicology can be challenging. Issues such as data privacy concerns, proprietary data restrictions, and the complexity of scientific data can hinder openness. Additionally, the lack of standardized reporting formats can make it difficult to compare and synthesize findings from different studies.