Background: The molecular mechanisms of ovarian cancer (OC) remain unclear. We sought to comprehensively identify microRNAs (miRNAs) that are aberrantly expressed in metastatic OC. Methods: Differentially expressed miRNAs were screened from six pairs of primary and metastatic OC tissues; their possible functions were analyzed and target genes were predicted by bioinformatics. Then gene expression profiling results were established by reverse transcription quantitative polymerase chain reaction and western blot. Targeting relationship between miR-7-5p and TGFβ2 was validated by dual-luciferase reporter assay. CCK-8, Transwell assay, scratch test and flow cytometry were used for cell function detection after miR-7-5p overexpression. Results: Twelve miRNAs and 10 target mRNAs were differentially expressed in primary and metastatic OC tissues. ITGB3, TGFβ2 and TNC correlated to miRNA function in metastatic OC. Among all 7 miRNAs, expression of hsa-miR-141-3p, hsa-miR-7-5p, hsa-miR-187-5p, hsa-miR-200a-3p, and hsa-miR-200b-3p in metastatic OC tissues was obviously lower than that in primary OC tissues ( p < 0.05). Moreover, there was a significant correlation between hsa-miR-7-5p and TGFβ2 in OC tissues. Dual-luciferase reporter assay confirmed that hsa-miR-7-5p negatively targeted TGFβ2. After miR-7-5p overexpression, the OC cell viability and invasion were reduced, the cell cycle was blocked ( p < 0.05). Conclusions: Hsa-miR-141-3p, hsa-miR-187-5p, hsa-miR-7-5p, hsa-miR-200a-3p, and hsa-miR-200b-3p expression was prominently lower in metastatic OC than in primary OC, while TGFβ2 expression was markedly increased in metastatic OC tissues. Hsa-miR-7-5p bound to TGFβ2 3’-UTR to inhibit its expression. Hsa-miR-7-5p targeted TGFβ2 to inhibit cell proliferation, invasion and cell cycle entry.