What Are the Challenges in Analyzing Proteomic Data?
Analyzing proteomic data in toxicology presents several challenges. One major issue is the complexity and dynamic range of the proteome, which requires sophisticated analytical tools and bioinformatics approaches. Additionally, the vast amount of data generated necessitates robust data management and interpretation strategies to extract meaningful insights. Variability in sample preparation and analysis can also affect data reproducibility and reliability.