This cohort study analyzed paired blood samples from 43 hepatocellular carcinoma patients before and during sorafenib treatment. It found that sorafenib treatment significantly increased levels of cytochrome P450-derived epoxy and dihydroxy polyunsaturated fatty acid metabolites in the plasma.