Purpose: To observe the effects of paeonol on the invasion and migration of LoVo colorectal cancer cells, and investigate its possible mechanisms. Materials and Methods: Cell transwell assay and wound-healing assay were applied, and the results suggested that paeonol could significantly inhibit the invasion and migration abilities of LoVo cells, which was associated with a reduction in COX-2 expression and PGE2 synthesis. Treatment with the selective COX-2 inhibitor, celecoxib, or transient transfection of colorectal cancer cells with COX-2 siRNA, also inhibited cell invasion and migration. Results: The invasion and migration capacity were evaluated in LoVo cells by transwell assay and wound-healing in vitro. Compared with the control group, the invasion cells through Matrigel and the wound-healing rate were significantly decreased after treated with paeonol for 24 h. Paeonol treatment downregulated the expression of MMP-9 and downregulated the COX-2 expression and PGE2 synthesis in LoVo cells. Paeonol could up-regulate the expression of epithelial marker E-cadherin while down-regulate the expressions of mesenchymal markers, Fibronectin and Vimentin. Paeonol inhibited PI3K-Akt and MAPK-ERK pathways in LoVo cells. Celecoxib treatment significantly decreased the cells penetrating the matrigel in a dose-dependent manner. siRNA knockdown of COX-2 leaded to inhibition of cell invasion in LoVo cells. Knockdown of COX-2 increased the expression of E-cadherin, whereas the expressions of Fibronectin and Vimentin were downregulated. Conclusion: Paeonol may inhibit PI3K-Akt and MAPK-ERK pathways through suppressing of the COX-2 expression and PGE2 synthesis, thus inhibiting the cell invasion, migration, and EMT in LoVo cells.