The critical role of long noncoding RNAs (lncRNAs) in the development of multiple cancers has been revealed either functioning as a tumor initiator or a cancer suppressor. A widely recognized OIP5 antisense RNA 1 (lncRNA OIP5‐AS1) has been validated to be an essential regulator of the tumorigenesis of various malignancies. Whereas, the potential role and the exact mechanism of lncRNA OIP5‐AS1 by which OIP5‐AS1 mediates gastric cancer (GC) progression remains vague. Therefore, first our work probed its expression levels in GC cell lines and related normal cells by real‐time quantitative polymerase chain reaction. The heightened level of OIP5‐AS1 was detected in GC cell lines. In terms of its cellular effects, we performed a series of functional experiments and as presented in the assays, the proliferative potential and motility was diminished. However, more apoptotic cells were induced with the introduction of OIP5‐AS1 silencing. Meanwhile, higher Nod‐like receptor pyrin domain‐containing protein 6 (NLRP6) and enhancer of zeste homolog 2 (EZH2) expression in the GC cells was monitored. Besides, OIP5‐AS1 was disclosed to locate mainly in the nucleus. In terms of mechanism, OIP5‐AS1 directly bound to EZH2 and obstructed NLRP6 expression, speeding up GC progression.