POU5F1 and neoplasm: Both simple and multiple linear regression analyses indicated that piR-823 and DNMT3B have a positive regulatory effect on stemness markers (OCT4 and NANOG), while DNMT3B mainly governed EMT-related marker (CDH2) expression, further supporting their involvement in tumor progression and metastasis.