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Objectives Hepcidin is linked to glucose metabolism in women with gestational diabetes mellitus (GDM). This systematic review and meta-analysis was conducted to determine the association between hepcidin levels and GDM. A literature search was performed using different databases to identify potential studies investigating hepcidin association in GDM patients. The effect sizes were calculated based on the standardized mean difference (SMD) and Fisher’s Z value with a 95% confidence interval (CI). Key findings Out of 827 articles, only 7 case–control studies satisfied the inclusion and exclusion criteria. The pooled SMD of circulatory hepcidin levels in GDM patients was considerably higher than normal pregnant women (SMD = 1.69; 95% CI, 0.86 to 2.53; P < 0.0001). This study also observed that hepcidin levels were positively correlated with ferritin levels (r = 0.264; Z = 0.27; P < 0.0001). Furthermore, a subgroup analysis of serum and plasma groups revealed significantly higher hepcidin levels in serum (SMD = 2.12; 95% CI, 0.44 to3.79; P = 0.001) than in the plasma group (SMD = 1.28; 95% CI, 0.32 to 2.2; I2 = 96%). Summary Our findings suggest that hepcidin levels may be elevated in GDM patients, making it a viable marker for GDM diagnosis, and regular monitoring of its levels could be helpful in aiding clinical decisions.