AHSG and immune system disorder: Genes (IL6R, AHSG, and other cluster-specific DEGs) in HCC4 (cluster 4) were enriched in phosphatase activity and downregulated process related to immune disorders (Fig. 3E and Supplementary Fig. 3E).