Key Points• PTPRK binds to STAT3 and directly dephosphorylates phospho-STAT3 at Tyr705.• Loss of PTPRK, located in the deleted 6q region, leads to STAT3 activation and contributes to nasal-type NK/ T-cell lymphoma pathogenesis. . Restoration of PTPRK inhibited tumor cell growth and reduced the migration and invasion ability of NKTCL cells. Monoallelic deletion and promoter hypermethylation caused underexpression of PTPRK messenger RNA in NKTCL, and methylation of the PTPRK promoter significantly correlated with inferior overall survival (P 5 .049) in NKTCL patients treated with the steroid-dexamethasone, methotrexate, ifosfamide, L-asparaginase, and etoposide regimen. Altogether, our findings show that PTPRK underexpression leads to STAT3 activation and contributes to NKTCL pathogenesis. (Blood. 2015;125(10):1589-1600