Provided herein are fusion proteins comprising a first domain that specifically binds to the extracellular domain of a growth factor receptor, and a second domain that specifically binds to a cartilage matrix component, and pharmaceutical composition comprising these fusion proteins. Methods of treating musculoskeletal diseases using the fusion proteins and pharmaceutical composition disclosed herein are also provided.