Prostate cancer (PCa) remains a worldwide public health problem that poses a serious threat to the health of men worldwide. Many studies have found that microRNA (miRNA) in serum has the potential to be a biomarker for cancer screening. Our study was conducted to investigate the value of serum miRNAs in PCa screening. We selected 12 miRNAs from past studies for its association with PCa. We checked the expression levels of these miRNAs in the serum of 112 PCa patients and 112 healthy controls in a two-stage experiment. We plotted the receiver operating characteristic curve of miRNAs in the validation stage and constructed a four-miRNA panel with the highest diagnostic value using stepwise logistic regression. We also predicted the target genes with these four miRNAs through online databases and performed Gene Ontology functional annotation and pathway analysis. The results showed that six miRNAs (miR-429, miR-10a-5p, miR-183-5p, miR-181a-5p, miR-1231, miR-129-5p) were abnormally expressed in the serum of PCa patients. We used four of these miRNAs including miR-1231, miR-10a-5p, miR-429 and miR-129-5p to construct a combination of miRNAs with high specificity and sensitivity in screening PCa (area under the curve =0.878). Bioinformatics analysis showed that the genes targeted by these miRNAs can be linked to the development of PCa. Our study detected and identified a set of miRNAs that serves as screening marker for PCa, which may assist in early diagnosis and treatment of PCa.