Data collection in toxicology is fraught with challenges:
Variability: Biological differences between species and even individuals can result in variable data. Ethical Concerns: Particularly with in vivo studies, ethical considerations can limit the scope of research. Data Quality: Ensuring the accuracy, reliability, and consistency of collected data can be difficult. Resource Constraints: Data collection can be resource-intensive, requiring substantial time, funding, and expertise.