Subgroup 2, characterized by anti-Sm/RNP positivity, demonstrated significantly more severe disease, including higher rates of lupus nephritis, neuropsychiatric involvement, and elevated SLE disease activity index (SLEDAI) scores at diagnosis compared to subgroup 1 (anti-Sm/RNP-negative). Here, RNPC3 is linked to lupus nephritis.