In vivo experiments using murine LUAD models showed that Id1 expression in both lung cancer cells and the host microenvironment enabled liver metastasis by increasing migration and colonization, thereby favoring the establishment of a pre-metastatic niche by regulating some epithelial-to-mesenchymal transition (EMT) proteins [21]. The gene discussed is ID1; the disease is lung cancer.