This comprehensive scrutiny illuminates the intricate molecular pathways involving ALYREF, DNMT3B, NSUN5, TET2 and DNMT2 in sculpting the regulatory framework of lncRNAs associated with BC. This evidence concerns the gene NSUN5 and breast cancer.