Background: Docetaxel is the preferred chemotherapeutic agent for patients with hormone-refractory PCa. LncRNAs play important roles in the development of docetaxel resistance in patients with PCa. We evaluated the effects of the lncRNA LINC00313 on growth and metastasis in docetaxel-resistant PCa cells, and the molecular mechanisms underlying these effects.Methods: The mRNA dataset (GSE102124 and GSE55945) and lncRNA dataset (GSE115414) were downloaded from the GEO database. The DEGs were identified using the “R package limma”. WGCNA were performed to identify the modules and genes associated with PCa. A PPI network was constructed using the STRING database and visualized using Cytoscape. The Cytohubba plug-in was used to identify the hub genes and cytoNCA plug-in was used to identify the highest linkage hub genes. Based on lncRNA-miRNA pairs and miRNA-mRNA pairs using StarBase and TargetScan databases, a ceRNA network was constructed. Functional analysis was performed via GO, GSEA, and GSVA analysis. Cell proliferation, apoptosis, cell cycle progression, migration, and invasion were evaluated by CCK-8, colony formation, flow cytometry, transwell, and wound healing assays. RT-PCR, western blot, and immunohistochemistry were used to evaluate mRNA and protein expression. The oncogenicity of LINC00313 in docetaxel-resistant PCa cells was determined by tumor transplantation in nude mice. Luciferase reporter and RNA pull-down assays were used to evaluate interactions between LINC00313 and miR-19a-3p as well as between miR-19a-3p and PTEN.Results: LINC00313-miR-19a-3p-PTEN was a core network of ceRNA network. Cox regression analysis identified LINC00313 as an independent prognostic variable for OS in patients with PCa. LINC00313 overexpression in docetaxel-resistant PCa cells suppressed proliferation, invasion, and migration, and induced apoptosis and cell cycle arrested at the G1 phase. These changes were related to changes in cyclinD1, p27, Ki67, Bax, Bcl-2, caspase-3/9, E-cadherin, N-cadherin, Vimentin, and MMP-2 expression. Animal experiments showed that LINC00313 silencing promoted tumor formation. Co-transfection with LINC00313‐WT and miR-19a-3p mimic reduced luciferase activity, and co-transfection with PTEN‐WT and LINC00313 increased luciferase activity. The effects of LINC00313, including increased PTEN, decreased PIP3 expression, and the inhibition of proliferation and metastasis in docetaxel-resistant PC cells, were abolished by miR-19a-3p mimic.Conclusion: LINC00313 overexpression suppressed the proliferation and metastasis of docetaxel-resistant PC cells by competitively binding to miR-19a-3p to regulate PTEN expression and inhibit the activation of the PI3K/Akt signaling pathway.