The integration of multi-omics data is crucial for several reasons. Firstly, it allows for a more comprehensive understanding of toxicological effects at multiple biological levels. Single-omics approaches might miss subtle but significant changes, while a multi-omics approach can reveal the interplay between different molecular changes. Secondly, it helps in identifying biomarkers for early detection of toxic effects, improving risk assessment and regulatory decisions.