COL1A1 and Hip dysplasia: In a systematic review, Wen et al. pointed out that the genes most closely associated with DDH are CX3CR1, ASPN, COL1A1, HOX, and GDF5, with GDF5 receiving the most attention in the literature (Wen et al., 2023).