19 studies comprising 988 glioblastoma patients were included, HCMV positivity was 68% (95% CI, 0.53 to 0.80; P < 0.0001; I² = 91.4%). Subgroup analyses revealed a significant prevalence in Europe and Central Asia (82%; 95% CI, 0.63 to 0.93; P < 0.0001; I² = 94.7%) and North America (78%; 95% CI, 0.23 to 0.98; P < 0.0001; I² = 94.3%), followed by Middle East/North Africa (72%; 95% CI, 0.45 to 0.89; P < 0.0001; I² = 87.4%), Latin America and Caribbean (65%; 95% CI, 0.25 to 0.91; P < 0.0001; I² = 85.5%), and East Asia and Pacific 0.51 (95% CI, 0.16 to 0.86; P < 0.0001; I² = 94.6%). High-income and upper-middle-income countries have a predominance of 69% and 70% (95% CI, 0.42 to 0.88 and 0.52 to 0.87, P < 0.0001, I² = 95.2% and 83.5%) compared to lower-middle-income (53%; 95% CI, 0.25 to 0.79; P = 0.0012; I² = 90.4%). Detection methods influenced prevalence, with IHC showing 76% positivity versus 65% ELISA and 66% PCR. Antibody analysis highlighted the significance of UL83 (95%) and IE-73 (87%) within studies.