 This study investigated the metabolic differences between four types of hepatocellular carcinoma, HCC. The researchers found that each type had its own unique metabolic profile, suggesting that these cancers have distinct characteristics and require tailored treatments. This article was authored by Fong Chi, Jiali, Zhuoran Chi, and others.