Fig. 1

Schematic diagram shows the workflow of the study.① Three blood data sets were used for deconvolving immune cell abundances. ② Immune cell ratios were calculated for each data sets. ③, ④, ⑤, and ⑥ Immune cell ratios were used for differential analysis, survival analysis, KEGG pathway correlation analysis, and discrimination performance analysis. ⑦ Differential expressing genes (DEGs) identification between samples with high and low eosinophil/B.cell.memory ratios. ⑧ Weighted gene co-expression network analysis (WGCNA) based on DEGs. ⑨ Function annotation of gene co-expression module. ⑩ Key cell ratios were validated by Single Cell Portal database. ROC: receiver operating characteristic