This study targeted to examine the protective effects of acetovanillone (AV) against methotrexate (MTX)-induced hepatotoxicity. Thirty-two rats were allocated into four groups of eight animals; Group 1: Normal; Group 2: administered AV (100 ml/kg; P.O.) for 10 days; Group 3: challenged with MTX (20 mg/kg, i.p; single dose); Group 4: administered AV 5 days before and 5 days after MTX. For the first time, this study affords evidence for AV's hepatoprotective effects on MTX-induced hepatotoxicity. The underlined mechanisms behind its hepatic protection include counteracting MTX-induced oxidative injury via down-regulation of NADPH oxidase and up-regulation of Nrf2/ARE, SIRT1, PPARγ, and cytoglobin signals. Additionally, AV attenuated hepatic inflammation through down-regulation of IL-6/STAT-3 and NF-κB/AP-1 signaling. Network pharmacology analysis exhibited a high enrichment score between the interacting proteins and strongly suggested the intricate and essential role of the target proteins regulating MTX-induced oxidative damage and inflammatory perturbation. Besides, AV increased the in vitro cytotoxic activity of MTX toward PC-3, HeLa, and K562 cancer cell lines. On the whole, our investigation suggested that AV might be regarded as a promising adjuvant for the amelioration of MTX hepatotoxicity and/or increased its in vitro antitumor efficacy, and it could be used in patients receiving MTX.