Bioinformatics tools, such as the Gene Expression Comprehensive Analysis (GEO) database and Gene Ontology (GO) analysis, provide us with a macro-to-micro perspective, revealing the key role of CDK1 in liver fibrosis and liver cancer. The gene discussed is CDK1; the disease is Hepatic fibrosis.