Provided herein are methods for the diagnosis of human melanoma by assessing MITF, miR-211, TRPM1, and/or KCNMA1 and methods for the diagnosis of resistance to chemotherapeutic agents by assessing the regulatory pathways of PGC1α. Methods for treating melanoma, including drug-resistant melanoma, are also provided.