The aim of this study was to explore the role of MIR31 in vocal fold wound healing (VFWH) and its possible mechanism. MIR31 expression was studied in rat vocal fold tissue at multiple time points (1, 4, and 8 weeks) after vocal fold injury. Co-expression analysis, pathway analysis, and literature-based network analysis were conducted to explore the possible mechanism underlying the relationship between MIR31 and VFWH. MIR31 expression was significantly elevated after vocal fold injury (p<5.65e-5), which also presented decreased expression in the late stage of VFWH process compared to the early and middle stages (p<5.40e-3). MIR31 also presented strong co-expression with 17 VFWH-significant genes (absolute value of ROH∈(0.63, 0.83)), which were mainly involved in collagen production. Literature-based network analysis showed that MIR31 could suppress two inhibitors (gene SMAD1 and HDAC2) of wound healing and activate one promoter (adenosine triphosphate). MIR31 could also mediate multiple biology processes that were associated with wound healing, including keratinocyte proliferation, collagen production, and inflammation. This study supports a strong association between MIR31 and the process of vocal fold wound healing, which may be related to collagen synthesis and other biological processes that need further study.