The first-degree female relatives of individuals with PCOS were more often diagnosed with PCOS in their sexual maturity, and they were further reported to exhibit higher levels of AMH during peripuberty, suggesting that the follicular alterations might happen early. AMH, as a reflection of increased stock of preantral and small antral follicles, was found significantly higher in pregnant PCOS women during the early trimester and at delivery. Animal studies also supported the hypothesis of exposure to excessive steroid or AMH during intrauterine life might develop PCOS-like phenotypes in the offspring. However, there was little human evidence substantiating a relationship between the exposure to maternal PCOS state and subsequent alteration of ovarian functions in neonates. By evaluating the AMH levels of newborns, the present meta-analysis was constructed to find potential evidence of influence by the intrauterine environment. A search of the literature was conducted in the PubMed, MEDLINE, EMBASE and Cochrane Library for articles assessing AMH levels in offspring of PCOS and non-PCOS mothers. The quality of studies was assessed using the Newcastle-Ottawa Scale (NOS) scoring system. Standardized mean differences (SMDs) with 95% confidence intervals (CIs) were adopted to calculate the overall estimates with random-effects models. Subgroup analyses and meta-regression were performed to investigate the potential source of inconsistencies. Funnel plots and Egger’s test were used to assess the publication bias. Sensitivity analysis was performed to determine the robustness of the results. 6 high-quality studies involving 846 participants were included. The pooled analysis found an increased AMH level in the umbilical cord blood in newborns of PCOS mothers (SMD =0.62, 95% CI [0.28, 0.95]). Subgroup analyses revealed an elevation of AMH concentrations in female neonates (SMD = 0.64, 95%CI = [0.14, 1.14]), neonates born to American and Asian PCOS mothers (SMD = 0.81, 95%CI = [0.47, 1.16]; SMD = 1.12, 95%CI = [0.79, 1.46], respectively). In addition, higher AMH levels were also found in studies diagnosed by the National Institute of Health (NIH) criteria (SMD =0.97; 95%CI = [0.74, 1.21]), maternal clinical/biochemical hyperandrogenism (SMD =0.66; 95%CI = [0.21, 1.11]), or maternal body mass index (BMI) >30 kg/m2 (SMD =0.78; 95%CI = [0.39, 1.17]). Meta-regression analysis suggested that diagnostic criterion contributed mostly to the high heterogeneity (p<0.01). There was no publication bias and our results remained constant after sensitivity analysis. In summary, the positive findings of this study suggested that AMH levels in neonates born to PCOS mothers were noticeably higher than those in neonates born to healthy controls. We found that AMH might play a potential part in the PCOS pathogenesis which inhibits folliculogenesis in the fetal stage.