In summary, with the help of WGCNA and LASSO analysis, one hub module (green module) and four hub genes (EGR1, FOSL2, GADD45B, and NFIL3) associated with the circadian rhythm in RA were screened in this study. The gene discussed is EGR1; the disease is rheumatoid arthritis.