Heatmap results demonstrated positive correlations between neutrophils, monocytes, and activated dendritic cells with CEACAM1, LY96, and TNFAIP6 in SLE, while showing negative correlations with GNG7 and PLEKHA1 (Figure 6C). This evidence concerns the gene LY96 and systemic lupus erythematosus.