Comprehensive analysis of single cell and bulk RNA sequencing reveals the heterogeneity of melanoma tumor microenvironment and predicts the response of immunotherapy
Yuan Zhang, Cong Zhang, Jing He, Guichuan Lai, Wenlong Li, Haijiao Zeng, Xiaoni Zhong, Biao Xie
Topics & Concepts
MelanomaImmunotherapyTumor microenvironmentPopulationCellCancer researchMedicineBiomarkerImmunologyComputational biologyImmune systemBiologyOncologyGeneticsEnvironmental healthCancer Immunotherapy and BiomarkersSingle-cell and spatial transcriptomicsFerroptosis and cancer prognosis