This study first constructed a BMP-PEI-Slit2 complex based on the magnetotactic property, strong DNA adsorption ability of BMPs, high transfection efficiency, and difficult degradation of PEI to provide new ideas for studying a new potential treatment of CCH-induced cognitive impairment. The gene discussed is CLN5; the disease is Cognitive impairment.