Numerous studies have found that microRNAs (miRNAs) are involved in regulating various tumor-related biological functions. The downregulation of miR185-3p have been identified in various types of cancer but the effect and its underlying molecular mechanism in cervical cancer have not been elucidated. Therefore, it is important to investigate the role of miRNAs associated with cervical cancer and its corresponding molecular mechanism to develop new therapeutic targets. The cell counting kit (CCK-8) assay was performed to measure the cell viability. The quantitative real-time PCR (qRT-PCR) and western blot analyses were carried out to identify mRNA and protein expression levels, respectively. Besides, a luciferase activity assay was conducted to confirm the target miRNA gene predictions. In this study, it is found that miR185-3p expression was potentially downregulated in cervical cancer tissues when compared with normal tissues. The CCK-8 results indicated that miR185-3p overexpression suppressed the cancer cell proliferation and the downregulation of miR185-3p enhanced the cancer cell growth. Further, enhanced miR185-3p expression led to a reduction in Annexin-A8 (Anx-A8) expression but miR185-3p inhibition promoted ANX-A8 levels in cervical cancer cells. The luciferase reporter assay indicated that ANX-A8 was a direct target of miR185-3p in cervical cancer cells.