Our approach helped to identify patient sub-clusters based on their gene expression data and to describe the involvement of CD14+ monocytes, B cells, CD4+ T cells, and NK cells in disease in an SLE multiethnic/racial cohort. This evidence concerns the gene CD14 and systemic lupus erythematosus.