Similarly, the transformation of Ppdf-Gd-based nanoparticles to nanotubes triggered by MMP-2-cleavage, effectively improved the accumulation and retention of a GD-based contrast agent (Gd-DOTA) in the tumor [195]. Here, MMP2 is linked to neoplasm.