These results demonstrated that FNA-Fe3O4 could promote the recovery of dyskinesia and memory deficits in PD mice model, and the therapeutic effect was derived from the synergy of tyrosine hydroxylase-mimicking activity and antisense oligonucleotide. Here, TH is linked to drug-induced dyskinesia.