Background: The immune microenvironment and oxidative stress of melanoma show significant heterogeneity. which affects tumor growth. invasion and treatment response. Single-cell and bulk RNA-seq data were used to explore the heterogeneity of the immune microenvironment and oxidative stress of melanoma. https://www.petsmagneters.shop/product-category/dog/