Background: Long noncoding RNAs are widely studied in glioma. However, the role of the lncRNA NEAT1 and KDM3A in glioma has not yet been reported. We aimed to reveal the role of these two lncRNAs in the development of glioma through this study.Methods: Samples from glioma patients and normal brain tissues were collected, and the expression of NEAT1 was detected by qRT-PCR. A dual-luciferase reporter gene assay, chromatin immunoprecipitation (ChIP), RNA-binding protein immunoprecipitation (RIP), and RNA pulldown experiments were used to identify the relationship between FOXK1, NEAT1, miR-128, and KDM3A. The CCK8 assay, Transwell assay and flow cytometry were used to detect cell viability, invasion and migration ability, and the cell cycle and apoptosis, respectively. Tumor formation experiments verified the effect of NEAT1 on gliomas in vivo.Results: FOXK1 and NEAT1 were significantly overexpressed in glioma tissues and cells, and NEAT1 was significantly related to WHO classification. FOXK1 bound the NEAT1 gene promoter region in glioma cells, and interference with FOXK1 inhibited NEAT1 expression. NEAT1 inhibited miR-128 expression by binding miR-128; significantly improved cell viability and invasion and migration capabilities; increased the expression of KDM3A and activated the Wnt signaling pathway. Interference with KDM3A reversed the above results. In addition, interference with NEAT1 decreased KDM3A expression and inhibited tumor growth.Conclusion: Interference with NEAT1 promoted the expression of miR-128, thereby suppressing the expression of KDM3A and inhibiting the occurrence and development of glioma, while the expression of NEAT1 was shown to be regulated by the upstream transcription factor FOXK1.