Meanwhile, CD163 and PC expression was more dysregulated in LN patients at stages III and IV compared with that in LD and other stages in the GSE32591 cohort, while ATP6V0A4 expression was only downregulated in LN patients at stages II and IV compared with LD (Figure 5D). This evidence concerns the gene ATP6V0A4 and lobular neoplasia.