Genomic data is utilized in toxicology through various approaches such as genome-wide association studies (GWAS), transcriptomics, and proteomics. These techniques help identify genetic variations associated with increased risk of toxicity, understand gene expression changes in response to toxins, and study protein modifications due to toxic exposures.