Advancing the diagnosis and treatment of hepatocellular carcinoma
J. Wallis Marsh, Sydney D. Finkelstein, Myron E. Schwartz, M. Isabel Fiel, Igor Dvorchik – 21 March 2005 – We analyzed global gene expression patterns of 91 human hepatocellular carcinomas (HCCs) to define the molecular characteristics of the tumors and to test the prognostic value of the expression profiles. Unsupervised classification methods revealed two distinctive subclasses of HCC that are highly associated with patient survival. This association was validated via 5 independent supervised learning methods.