Moreover, several differentially expressed genes, such as CRK, VAV2, IGF1, were significantly associated with focal adhesion (Fig. 2c), which has been proved to promote the proliferation, migration and invasion of synovial cells, and contributes to the occurrence and development of RA pathological changes [23]. Here, CRK is linked to rheumatoid arthritis.