CD19 and neoplasm: This review comprehensively explores potential resistance mechanisms in DLBCL through mechanistic insights from four interconnected dimensions: molecular alterations underlying tumor-associated CD19 expression loss; cell-intrinsic factors driving CAR-T cell differentiation arrest and functional exhaustion; immunomodulatory escape programs within the tumor microenvironment; and innate tumor cell resistance pathways.