The aim of this study was to investigate the role of LONP1 in the progression of pancreatic cancer. Lentivirus was used to silence LONP1 in PANC-1 cells. Colony formation assay, cell counting kit (CCK8) assay, cell scratch-wound assay, and transwell assay were used to assess the effects of our strategy on inhibiting cancer growth, migration, and invasion. Protein expression was detected by Western blot analysis. The expression of LONP1 in pancreatic carcinoma tissues was higher than that in adjacent normal pancreatic tissues. Downregulation of LONP1 suppressed the proliferation, migration, and invasion of PANC-1 cells. Knockdown of LONP1 in PANC-1 cells inhibited epithelial-mesenchymal transition and matrix metalloprotein (MMP) 2/9 by downregulation of vimentin, snail, slug, MMP2, and MMP9 and upregulation of claudin-1. The c-Jun N-terminal kinase pathway was inactivated in LONP1 knockdown PANC-1 cells. Activation of the c-Jun N-terminal kinase pathway by anisomycin treatment significantly reversed the changes in epithelial-mesenchymal transition markers and MMP2/9 induced by ablation of LONP1 in PANC-1 cells. LONP1 plays a vital role in the proliferation and metastasis of pancreatic cancer, which provides a potential therapeutic target for the treatment of pancreatic cancer.