CD147, recognized for its role in cancer metabolism (74), functions as a pivotal modulator in cancer progression (28, 68, 75, 76) and chemoresistance (77), wherein metabolic alterations driven by CD147 contribute to oncogenic phenotypes and the establishment of PMN. This evidence concerns the gene BSG and cancer.