Unlike the IFN-dominated SLE environment, RA is characterized by a TNF-α/IL-17-driven metabolic and mitochondrial stress signature that uniquely modulates the autophagy–PANoptosis axis in synovial tissues. Here, IFNA1 is linked to rheumatoid arthritis.