GPNMB and breast cancer: GPNMB is expressed in tumors across cancer types, such as breast cancer, melanoma, hepatocellular carcinoma, prostate cancer, osteosarcoma, and lung cancer, where it plays an important role in regulating cancer cell migration, invasion, metastasis, and treatment resistance (23–28).