Notably, MX1, IRF7, and EIF2AK2 were selected via LASSO regression to create a diagnostic model that effectively distinguishes SLE patients from healthy individuals, a finding validated in a test dataset (GSE81622). The gene discussed is IRF7; the disease is systemic lupus erythematosus.