The LAMININ, FN1, ADGRE5, SPP1, MK, CDH1, and APP signals mainly originated from melanoma cells and were received by multiple cell types, suggesting that melanoma cells play extensive roles in the ecosystem. The gene discussed is CDH1; the disease is melanoma.