Background: Chemotherapy-induced peripheral neuropathy (CIPN) is a dose-limiting side effect that largely remains an unresolved clinical issue, leading to long-term morbidity. This meta-analysis aimed to evaluate the efficacy and safety of Ganglioside-monosialic acid (GM1) in preventing CIPN.Methods: Systematic literature searches of Embase, Web of Science, the Cochrane Central Register of Controlled Trials, and ClinicalTrials.gov were performed to identify randomized controlled trials and cohort studies that evaluated the efficacy of GM1 for preventing CIPN. Ameta-analysis was conducted to calculate odds ratios (ORs) and 95% confidential intervals (CIs) using a random-effects model. Trial sequential analyses (TSA) also were conducted to control for random errors. Results: A total of five studies involving 868 participants were included. The results showed that GM1 did not reduce the overall incidence of grade ≥2 CIPN when the common terminology criteria for adverse events (CTCAE) was used (OR 0.34, 95% CI 0.34-1.11). Subgroup analyses showed that GM1 could not reduce the risk of CTCAE grade ≥2 CIPN (OR 0.63, 95% CI 0.35-1.13) and neurotoxicity criteria of Debiopharm (DEB-NTC) grade ≥2 CIPN (OR 0.25, 95% CI 0.01-7.10) in oxaliplatin-treated patients, although GM1 might reduce the risk of CTCAE grade≥2 CIPN in the taxane subgroup in one study (OR 0.003, 95% CI 0.00-0.05). Besides, TSA suggested that the results in the taxane subgroup were robust, while that of the oxaliplatin subgroup were inconclusive. Furthermore, GM1 did not influence the rate of response to chemotherapy and CTCAE grade ≥2 adverse events such as fatigue, nausea, diarrhea, and rash.Conclusions: GM1 was not associated with a lower risk of oxaliplatin-induced peripheral neuropathy nor could improve the response or safety to chemotherapy; however, it might be able to prevent taxane-induced peripheral neuropathy. Higher-quality trials are required to clarify the preventive effect of GM1 in oxaliplatin-treated patients.