Background: miRNAs have been reported to be involved in multiple biological processes of gliomas. Here, we aimed to analyze miR-4310 and its correlation genes involved in the tumor progression of human glioma. Methods: miR-4310 expression levels were examined in glioma and non-tumor brain (NB) tissues. The molecular mechanisms of miR-4310 expression and its effects on cell proliferation, migration, and invasion were explored by 3-[4,5-dimethylthiazol-2-yl]-2,5 diphenyl tetrazolium bromide (MTT) , Transwell chamber, Boyden chamber, and western blot analyses, as well as in vivo tumorigenesis in nude mice. The relationships among miR-4310, SP1, and phosphatase and tensin homolog (PTEN) were explored by chromatin immunoprecipitation (ChIP), agarose gel electrophoresis, electrophoresis mobility shift (EMSA), and dual luciferase reporter gene assays. Results: miR-4310 expression was upregulated in glioma tissues compared to NB. Overexpressed miR-4310 promoted glioma cell proliferation, migration, and invasion in vitro and tumorigenesis in vivo . Inhibition of miR-4310 was sufficient to reverse these results. Mechanistic analyses revealed that miR-4310 promoted glioma progression through the PI3K/AKT pathway by targeting PTEN. Additionally, SP1 induced the expression of miR-4310 by binding to its promoter region. Conclusion: miR-4310 promotes the progression of glioma by targeting PTEN and activating the PI3K/AKT pathway meanwhile the expression of miR-4310 is induced by SP1.