Research Paper Volume 12, Issue 19 pp 19107—19128

Identification of upstream potential miRNAs of APOL1, COL12A1 and MMP14 by combination of miRNA prediction, survival analysis and correlation analysis. (A) The miRNA- APOL1 network established by Cytoscape. (B) The miRNA- COL12A1 network established by Cytoscape. (C) The miRNA-MMP14 network established by Cytoscape. (D) Prognostic value of has- miR-26b-5p in pancreatic cancer. (E) Prognostic value of has- miR-375 in pancreatic cancer. (F) Prognostic value of has-miR-9-5p in pancreatic cancer. (G) Prognostic value of has- miR-455-3p in pancreatic cancer. (H) Prognostic value of has- miR-545-3p in pancreatic cancer. (I) Prognostic value of has-miR-551b-5p in pancreatic cancer. (J) Prognostic value of has- miR-335-5p in pancreatic cancer. (K) Prognostic value of has- miR-133a-3p in pancreatic cancer. (L) The expression correlation of has- miR-26b-5p and COL12A1 in pancreatic cancer. (M) The expression correlation of has-miR-9-5p and COL12A1 in pancreatic cancer. (N) The expression correlation of has-miR-551b-5p and COL12A1 in pancreatic cancer. (O) The expression correlation of has- miR-545-3p and COL12A1 in pancreatic cancer. (P) The expression correlation of has- miR-133a-3p and MMP14 in pancreatic cancer.