Objective To reveal the effect of periplocymarin (PPM) on the proliferation and invasion of human pancreatic cancer cell lines, and to analyze whether it exerts anti-cancer effects by regulating signal transducer and activator of transcription 3 (STAT3). Methods (1) In vitro experiments: SW1990 cells were divided into the control group, the 0.05 PPM group, the 0.1 PPM group and the 0.2 PPM group (cultured with 0.05, 0.1 and 0.2 μmol/L PPM for 48 h, respectively), the control lentivirus (NC-oe)+0.2 PPM group (NC-oe+0.2 PPM) and the STAT3 overexpression lentivirus (STAT3-oe)+0.2 PPM group (STAT3-oe+0.2 PPM). The control group was cultured with DMEM medium for 48 h. The NC-oe+0.2 PPM group and the STAT3-oe+0.2 PPM group were first transfected with NC-oe and STAT3-oe into SW1990 cells using Lipofectamine 3000, and then the cells were cultured with 0.2 μmol/L PPM for 48 h. Cell viability was detected by MTT, cell proliferation was detected by EdU staining, cell apoptosis was detected by TUNEL, and cell invasion was detected by Transwell assay. (2) In vivo experiments: Nude mice were randomly divided into the model group, the low (L-PPM) group, the high-dose PPM group (H-PPM), the NC-oe+H-PPM group and the STAT3-oe+H-PPM group, with 6 mice in each group. The model group, the L-PPM group and the H-PPM group were subcutaneously injected with normal SW1990 cells. The NC-oe+H-PPM group and the STAT3-oe+H-PPM group were subcutaneously injected with SW1990 cells transfected with NC-oe and STAT3-oe lentivirus, respectively. After 10 days of inoculation, the model group was intraperitoneally injected with normal saline at a dose of 0.1 mL/10 g, the L-PPM and H-PPM groups were intraperitoneally injected with 1.0 and 3.0 mg/(kg·d) PPM solution, respectively. And the NC-oe+H-PPM group and the STAT3-oe+H-PPM group were intraperitoneally injected with 3.0 mg/(kg·d) PPM solution. The administration cycle was 28 days. The morphology of tumor tissue was observed by HE staining. The expressions of p-STAT3, Ki-67 and Bcl-2 in tumor tissue were detected by immunohistochemistry, and the levels of STAT3 mRNA in cells and tumor tissue were detected by qRT-PCR. The protein expression of p-STAT3 (Tyr705), STAT3, Bcl-2, Bax, matrix metalloproteinase (MMP)-2 and MMP-9 in SW1990 cells and tumor tissue were detected by Western blot assay. Results (1) In vitro experiments: compared with the control group, the levels of STAT3 mRNA and p-STAT3 (Tyr705) protein were all decreased in SW1990 cells in the 0.05, 0.1 and 0.2 PPM groups (P<0.05). Relative cell viability, EdU positive rate, the number of invasion cells and the protein levels of Bcl-2, MMP-2 and MMP-9 decreased (P<0.05), while the positive rate of TUNEL and the protein level of Bax both increased (P<0.05). Compared with the NC-oe+0.2 PPM group, the levels of STAT3 mRNA and p-STAT3 (Tyr705) protein in SW1990 cells were increased in the STAT3-oe+0.2 PPM group (P<0.05). Relative cell viability, EdU positive rate, the number of invasion cells and the protein levels of Bcl-2, MMP-2 and MMP-9 increased (P<0.05), while the positive rate of TUNEL and the protein level of Bax both decreased (P<0.05). (2) In vivo experiments: compared with the model group, the tumor volume, STAT3 mRNA level, p-STAT3 (Tyr705) protein level and the positive rates of p-STAT3, Ki-67 and Bcl-2 in nude mice of the L-PPM group and the H-PPM group were all decreased (P<0.05). Compared with the NC-oe+H-PPM group, the tumor volume, STAT3 mRNA level, p-STAT3 (Tyr705) protein level and the positive rates of p-STAT3, Ki-67 and Bcl-2 in nude mice of the STAT3-oe+H-PPM group were all increased (P<0.05). Conclusion PPM has anti-pancreatic cancer activity, which inhibits the proliferation and invasion of pancreatic cancer cells by regulating STAT3.