To gain a more comprehensive understanding of the underlying mechanisms of BALs involved in the progression of BC, we conducted KEGG analysis using the SRplot platform to identify pathways associated with alterations in BAL1 and BAL2 expression, as well as their co-expressed genes (Fig. 7E). This evidence concerns the gene PARP9 and breast cancer.