Under hypoxia, PI3K/AKT signaling enhances glycolysis in keloid fibroblasts by upregulating GLUT1 and key enzymes (HK2, PFKFB3, LDHA), increasing ECAR and promoting proliferation, migration, and survival. Here, SLC2A1 is linked to keloid.