In the present study, we report identified genetic association between GDF5 and DDH with the largest combined genome-wide association study (GWAS), which further inspired us to explore exploiting GDF5-conjugated BMSC-laden scaffolds by 3d-bioprinting for cartilage repair. Here, GDF5 is linked to Hip dysplasia.