To further evaluate the risk factors for LN in SLE patients, we performed univariate logistic regression in the validation cohort, and the model results showed that high TNF-RI, high SBP, low C4 and high UA were risk factors for LN in SLE patients. Here, C4A is linked to lobular neoplasia.