Thus, the performance of gene set scores obtained with different scoring approaches in ML models were used to predict the pLN status using four SLE datasets from pLN and NoLN patients, two for training and validation and the other two for testing purposes. The gene discussed is PLN; the disease is systemic lupus erythematosus.