To the best of our knowledge, this is the first study to examine the duration of LN development post-SLE diagnosis in relation to the presence of the anti-Sm, anti-Ro, and anti-RNP triad within the Saudi Arabian population. Here, CALR is linked to systemic lupus erythematosus.