A fusion protein based on the heavy chain of human ferritin is described, which includes at the N terminus of the protein at least one metalloproteinase cleavage sequence and a PAS polypeptide that acts as a masking polymer that increases the protein-drug stability, as well as a nanoparticle composed of multiple monomers of said fusion protein, a nucleic acid encoding for said fusion protein, and diagnostic and therapeutic applications thereof.