In conclusion, PRL-3 exhibited the characteristics of a tumor suppressor in NSCLC, and the phosphatase's inhibitory effect on lung cancer progression might occur through the down-regulation of Slug expression via the AKT-GSK3β pathway, further leading to increases in E-cadherin. Here, PTP4A3 is linked to non-small cell lung carcinoma.