Vaccination dose | Sub-group | Comparison | No. studies | No. observations | No. events | Meta-analysis | Heterogeneity | |||
---|---|---|---|---|---|---|---|---|---|---|
Effect size (%) | 95% Confidence interval (%) | P value | I2 (%) | P value | ||||||
First dose | Overall |  | 45 | 7460 | 1979 | 26.17 | 19.01, 33.99 | – | 97.1 | < 0.0001 |
 | Type of vaccine | mRNA | 35 | 4894 | 1147 | 24.02 | 15.87, 33.2 | 0.0392 | 97.1 | – |
 |  | mRNA or vector | 4 | 1107 | 469 | 30.88 | 18.27, 44.53 |  | 92.9 |  |
 |  | Vector | 5 | 549 | 193 | 44.59 | 16.8, 74.26 |  | 90.8 |  |
 |  | Inactivated | 1 | 910 | 170 | 18.68 | 16.21, 21.28 |  | – |  |
 | Type of vaccine pair-wised | mRNA versus vector | 39 | 5443 | 1340 | 25.89 | 17.82, 34.85 | 0.1790 | 97 | < 0.0001 |
 | Etiology | Malignancy | 13 | 1465 | 498 | 37.05 | 23.19, 52.05 | 0.0226 | 96.4 | – |
 |  | Transplant | 23 | 3265 | 507 | 17.01 | 9.44, 26.15 |  | 94.8 |  |
 |  | Autoimmune | 9 | 2730 | 974 | 36.4 | 20.35, 54.15 |  | 97.7 |  |
 | Etiology pair-wised | Malignancy versus autoimmune | 22 | 4195 | 1472 | 36.76 | 26.3, 47.88 | 0.9514 | 96.9 | < 0.0001 |
 |  | Malignancy versus transplant | 36 | 4730 | 1005 | 23.73 | 16.07, 32.32 | 0.0171 | 96.3 | < 0.0001 |
 |  | Autoimmune versus transplant | 32 | 5995 | 1481 | 22.07 | 14.34, 30.88 | 0.0404 | 97.3 | < 0.0001 |
Second dose | Overall |  | 70 | 13181 | 8326 | 57.11 | 49.22, 64.83 | – | 98.4 | < 0.0001 |
 | Type of vaccine | mRNA | 63 | 10441 | 6651 | 56.41 | 48.01, 64.64 | < 0.0001 | 98.1 | – |
 |  | mRNA or vector | 2 | 908 | 777 | 82.83 | 58.24, 97.77 |  | 98.3 |  |
 |  | Vector | 2 | 771 | 134 | 19.12 | 11.27, 28.37 |  | 49.7 |  |
 |  | Inactivated | 3 | 1061 | 764 | 75.8 | 58.81, 89.46 |  | 91.3 |  |
 | Type of vaccine pair-wised | mRNA versus vector | 65 | 11212 | 6785 | 55.28 | 46.98, 63.44 | < 0.0001 | 98.4 | < 0.0001 |
 | Etiology | Malignancy | 18 | 2879 | 2076 | 72.15 | 59.24, 83.45 | < 0.0001 | 97.6 | – |
 |  | Transplant | 36 | 5836 | 2493 | 38.29 | 29.93, 46.99 |  | 96.2 |  |
 |  | Autoimmune | 15 | 4440 | 3737 | 80.25 | 68.08, 90.14 |  | 96.7 |  |
 | Etiology pair-wised | Malignancy versus autoimmune | 33 | 7319 | 5815 | 75.9 | 67.07, 83.76 | 0.3471 | 97.5 | < 0.0001 |
 |  | Malignancy versus transplant | 54 | 8715 | 4571 | 49.93 | 41.36, 58.51 | < 0.0001 | 97.8 | < 0.0001 |
 |  | Autoimmune versus transplant | 51 | 10276 | 6230 | 51.21 | 41.94, 60.44 | < 0.0001 | 98.6 | < 0.0001 |
Third dose | Overall |  | 7 | 909 | 505 | 48.65 | 36.43, 62.79 | – | 94.4 | < 0.0001 |