Here are two examples of applying LiverAtlas data to identify candidate markers for hepatocellular carcinoma at the systems-level and to develop a systems-biology based classifier by combining the
differential gene expression with topological features of human protein interaction networks to enhance the ability of hepatocellular carcinoma differential diagnosis.