The mineralization capability of cementoblasts is the foundation for repairing orthodontic treatment-induced root resorption. It is essential to investigate the regulatory mechanism of mineralization in cementoblasts under mechanical compression to improve orthodontic therapy. Autophagy has a protective role in maintaining cell homeostasis under environmental stress and was reported to be involved in the mineralization process. Long noncoding RNAs are important regulators of biological processes, but their functions in compressed cementoblasts during orthodontic tooth movement remain unclear. In this study, we showed that compressive force downregulated the expression of mineralization-related markers. LincRNA-p21 was strongly enhanced by compressive force. Overexpression of lincRNA-p21 downregulated the expression of mineralization-related markers, while knockdown of lincRNA-p21 reversed the compressive force-induced decrease in mineralization. Furthermore, we found that autophagy was impeded in compressed cementoblasts. Then, overexpression of lincRNA-p21 decreased autophagic activity, while knockdown of lincRNA-p21 reversed the autophagic process decreased by mechanical compression. However, the autophagy inhibitor 3-methyladenine abolished the lincRNA-p21 knockdown-promoted mineralization, and the autophagy activator rapamycin rescued the mineralization inhibited by lincRNA-p21 overexpression. Mechanistically, the direct binding between lincRNA-p21 and FoxO3 blocked the expression of autophagy-related genes. In a mouse orthodontic tooth movement model, knockdown of lincRNA-p21 rescued the impeded autophagic process in cementoblasts, enhanced cementogenesis, and alleviated orthodontic force-induced root resorption. Overall, compressive force-induced lincRNA-p21 inhibits the mineralization capability of cementoblasts by impeding the autophagic process.