Objective To explore the expression of LncRNA-ATB in non-small cell lung cancer (NSCLC), and investigate the effect and underlying mechanism of LncRNA-ATB on migration and invasion of NSCLC cells. Methods Expression of LncRNA-ATB in NSCLC cells and normal bronchial epithelial cells was analyzed by qRT-PCR. Effect of LncRNA-ATB on migration and invasion of NSCLC cells was detected by Transwell assay and wound healing assay. Luciferase assay was performed to detect whether LncRNA-ATB could sequester miR-141. qRT-PCR was performed to detect the relationship between LncRNA-ATB and miR-141 in NSCLC cells. Results LncRNA-ATB was up-regulated in the NSCLC cells compared to the normal bronchial epithelial cells (P < 0.05). Migration and invasion of NSCLC cells were suppressed after silencing LncRNA-ATB. LncRNA-ATB could directly bind to miR-141 and down-regulate its expression in NSCLC cells. Conclusions LncRNA-ATB is upregulated in NSCLC cells, and could promote migration and invasion of NSCLC cells by competitive binding to miR- 141.