Subgroups | No. of studies | Total | MSIMI | Pooled prevalence(%) | 95%CI | Effect Model | Heterogeneity | Test for overall effect |
---|---|---|---|---|---|---|---|---|
Basic characteristics | ||||||||
 Female | 11 | 612 | 162 | 30 | 0.21, 0.39 | Random | Tau2 = 0.02; Chi2 = 55.51, df = 10 (P < 0.00001); I2 = 82% | Z = 6.66 (P < 0.00001) |
 Male | 11 | 1519 | 420 | 31 | 0.22, 0.40 | Random | Tau2 = 0.02; Chi2 = 148.60, df = 10 (P < 0.00001); I2 = 93% | Z = 7.07 (P < 0.00001) |
 White | 3 | 440 | 175 | 40 | 0.35, 0.44 | Fix | Chi2 = 1.37, df = 2 (P = 0.50); I2 = 0% | Z = 17.02 (P < 0.00001) |
 Other races | 3 | 96 | 45 | 47 | 0.37, 0.57 | Fix | Chi2 = 2.94, df = 2 (P = 0.23); I2 = 32% | Z = 0.54 (P = 0.59) |
 Smoke+ | 8 | 902 | 256 | 34 | 0.21, 0.46 | Random | Tau2 = 0.03; Chi2 = 103.54, df = 7 (P < 0.00001); I2 = 93% | Z = 5.43 (P < 0.00001) |
 Smoke− | 8 | 676 | 190 | 31 | 0.20, 0.42 | Random | Tau2 = 0.02; Chi2 = 65.09, df = 7 (P < 0.00001); I2 = 89% | Z = 5.48 (P < 0.00001) |
 Hypertension+ | 8 | 1211 | 355 | 34 | 0.23, 0.44 | Random | Tau2 = 0.02; Chi2 = 102.11, df = 7 (P < 0.00001); I2 = 93% | Z = 6.25 (P < 0.00001) |
 Hypertension− | 8 | 367 | 91 | 30 | 0.18, 0.43 | Random | Tau2 = 0.03; Chi2 = 52.54, df = 7 (P < 0.00001); I2 = 87% | Z = 4.72 (P < 0.00001) |
 Hyperlipidemia+  | 8 | 1255 | 381 | 36 | 0.24, 0.47 | Random | Tau2 = 0.03; Chi2 = 135.94, df = 7 (P < 0.00001); I2 = 95% | Z = 6.09 (P < 0.00001) |
 Hyperlipidemia− | 8 | 185 | 39 | 29 | 0.17, 0.40 | Random | Tau2 = 0.01; Chi2 = 15.92, df = 6 (P = 0.01); I2 = 62% | Z = 4.86 (P < 0.00001) |
 Diabetes+ | 8 | 466 | 142 | 38 | 0.25, 0.52 | Random | Tau2 = 0.03; Chi2 = 63.60, df = 7 (P < 0.00001); I2 = 89% | Z = 5.54 (P < 0.00001) |
 Diabetes− | 8 | 1112 | 304 | 31 | 0.20, 0.42 | Random | Tau2 = 0.02; Chi2 = 113.93, df = 7 (P < 0.00001); I2 = 94% | Z = 5.58 (P < 0.00001) |
 Depression+ | 2 | 71 | 28 | 56 | 0.15, 2.08 | Random | Tau2 = 0.75; Chi2 = 5.93, df = 1 (P = 0.01); I2 = 83% | Z = 0.87 (P = 0.39) |
 Depression− | 2 | 318 | 122 | 31 | 0.07, 0.54 | Random | Tau2 = 0.03; Chi2 = 15.40, df = 1 (P < 0.0001); I2 = 94% | Z = 2.58 (P = 0.010) |
 Post MI+ | 5 | 585 | 189 | 38 | 0.21, 0.55 | Random | Tau2 = 0.03; Chi2 = 78.29, df = 4 (P < 0.00001); I2 = 95% | Z = 4.43 (P < 0.00001) |
 Post MI− | 5 | 760 | 189 | 32 | 0.17, 0.46 | Random | Tau2 = 0.02; Chi2 = 62.36, df = 4 (P < 0.00001); I2 = 94% | Z = 4.36 (P < 0.0001) |
 PTCA+ | 3 | 633 | 168 | 32 | 0.11, 0.53 | Random | Tau2 = 0.03; Chi2 = 59.22, df = 2 (P < 0.00001); I2 = 97% | Z = 2.97 (P = 0.003) |
 PTCA− | 3 | 495 | 136 | 34 | 0.14, 0.54 | Random | Tau2 = 0.03; Chi2 = 37.29, df = 2 (P < 0.00001); I2 = 95% | Z = 3.40 (P = 0.0007) |
 CABG+ | 3 | 432 | 148 | 37 | 0.21, 0.54 | Random | Tau2 = 0.02; Chi2 = 22.92, df = 2 (P < 0.00001); I2 = 91% | Z = 4.57 (P < 0.00001) |
 CABG− | 3 | 696 | 156 | 30 | 0.08, 0.52 | Random | Tau2 = 0.04; Chi2 = 70.62, df = 2 (P < 0.00001); I2 = 97% | Z = 2.67 (P = 0.008) |
 Aspirin+ | 5 | 1081 | 298 | 33 | 0.18, 0.48 | Random | Tau2 = 0.03; Chi2 = 91.34, df = 4 (P < 0.00001); I2 = 96% | Z = 4.34 (P < 0.0001) |
 Aspirin− | 5 | 198 | 58 | 32 | 0.20, 0.45 | Random | Tau2 = 0.01; Chi2 = 12.74, df = 4 (P = 0.01); I2 = 69% | Z = 5.08 (P < 0.00001) |
 Other antiplatelets+ | 3 | 396 | 117 | 33 | 0.11, 0.55 | Random | Tau2 = 0.04; Chi2 = 38.94, df = 2 (P < 0.00001); I2 = 95% | Z = 2.96 (P = 0.003) |
 Other antiplatelets− | 3 | 732 | 187 | 32 | 0.12, 0.51 | Random | Tau2 = 0.03; Chi2 = 59.37, df = 2 (P < 0.00001); I2 = 97% | Z = 3.19 (P = 0.001) |
 ACEI+ | 5 | 658 | 201 | 34 | 0.21, 0.47 | Random | Tau2 = 0.02; Chi2 = 42.57, df = 4 (P < 0.00001); I2 = 91% | Z = 5.24 (P < 0.00001) |
 ACEI− | 5 | 621 | 155 | 33 | 0.17, 0.49 | Random | Tau2 = 0.03; Chi2 = 58.21, df = 4 (P < 0.00001); I2 = 93% | Z = 4.03 (P < 0.0001) |
 ARB+ | 2 | 149 | 38 | 35 | − 0.08, 0.78 | Random | Tau2 = 0.09; Chi2 = 26.62, df = 1 (P < 0.00001); I2 = 96% | Z = 1.61 (P = 0.11) |
 ARB− | 2 | 818 | 202 | 29 | 0.04, 0.54 | Random | Tau2 = 0.03; Chi2 = 54.50, df = 1 (P < 0.00001); I2 = 98% | Z = 2.30 (P = 0.02) |
 β-block+ | 6 | 1086 | 301 | 31 | 0.19, 0.42 | Random | Tau2 = 0.02; Chi2 = 85.31, df = 5 (P < 0.00001); I2 = 94% | Z = 5.01 (P < 0.00001) |
 β-block− | 6 | 331 | 81 | 30 | 0.19, 0.41 | Random | Tau2 = 0.01; Chi2 = 20.32, df = 5 (P = 0.001); I2 = 75% | Z = 5.31 (P < 0.00001) |
 CCB+ | 4 | 165 | 56 | 32 | 0.20, 0.43 | Random | Tau2 = 0.01; Chi2 = 7.26, df = 3 (P = 0.06); I2 = 59% | Z = 5.49 (P < 0.00001) |
 CCB− | 4 | 509 | 190 | 34 | 0.21, 0.47 | Random | Tau2 = 0.02; Chi2 = 28.66, df = 3 (P < 0.00001); I2 = 90% | Z = 5.16 (P < 0.00001) |
 Statins+ | 6 | 1236 | 344 | 31 | 0.19, 0.43 | Random | Tau2 = 0.02; Chi2 = 96.14, df = 5 (P < 0.00001); I2 = 95% | Z = 5.10 (P < 0.00001) |
 Statins− | 6 | 181 | 38 | 19 | 0.14, 0.25 | Fix | Chi2 = 8.00, df = 5 (P = 0.16); I2 = 38% | Z = 6.77 (P < 0.00001) |
Country | ||||||||
 USA | 16 | 2857 | 814 | 33 | 0.26, 0.40 | Random | Tau2 = 0.02; Chi2 = 258.05, df = 15 (P < 0.00001); I2 = 94% | Z = 9.60 (P < 0.00001) |
 Other countries | 4 | 307 | 88 | 27 | 0.08, 0.46 | Random | Tau2 = 0.04; Chi2 = 54.00, df = 3 (P < 0.00001); I2 = 94% | Z = 2.78 (P = 0.005) |
 |  |  |  |  |  |  | Test for subgroup differences: Chi2 = 0.29, df = 1 (P = 0.59), I2 = 0% | |
Mental stress (MS) | ||||||||
 Public speaking | 6 | 1606 | 314 | 22 | 0.17, 0.28 | Random | Tau2 = 0.00; Chi2 = 34.85, df = 5 (P < 0.00001); I2 = 86% | Z = 7.95 (P < 0.00001) |
 Mental arithmetic | 3 | 354 | 100 | 26 | 0.12, 0.40 | Random | Tau2 = 0.01; Chi2 = 19.63, df = 2 (P < 0.0001); I2 = 90% | Z = 8.86 (P < 0.00001) |
 Anger recall | 2 | 151 | 52 | 34 | 0.27, 0.42 | Fix | Chi2 = 0.23, df = 1 (P = 0.63); I2 = 0% |  |
 Two MS | 5 | 536 | 196 | 37 | 0.23, 0.51 | Random | Tau2 = 0.02; Chi2 = 50.67, df = 4 (P < 0.00001); I2 = 92% | Z = 5.12 (P < 0.00001) |
 Three or more than three MS | 4 | 517 | 240 | 43 | 0.24, 0.61 | Random | Tau2 = 0.03; Chi2 = 51.27, df = 3 (P < 0.00001); I2 = 94% | Z = 4.51 (P < 0.00001) |
 |  |  |  |  |  |  | Test for subgroup differences: Chi2 = 11.21, df = 4 (P = 0.02), I2 = 64.3% | |
Diagnostic techniques | ||||||||
 SPECT | 9 | 1893 | 417 | 26 | 0.20, 0.32 | Random | Tau2 = 0.01; Chi2 = 70.54, df = 8 (P < 0.00001); I2 = 89% | Z = 8.68 (P < 0.00001) |
 RNV | 2 | 177 | 49 | 38 | − 0.01, 0.78 | Random | Tau2 = 0.08; Chi2 = 22.05, df = 1 (P < 0.00001); I2 = 95% | Z = 1.90 (P = 0.06) |
 ECG | 2 | 146 | 24 | 16 | 0.10, 0.22 | Fix | Chi2 = 1.03, df = 1 (P = 0.31); I2 = 3% | Z = 5.33 (P < 0.00001) |
 Echocardiography | 3 | 468 | 198 | 41 | 0.21, 0.61 | Random | Tau2 = 0.03; Chi2 = 37.63, df = 2 (P < 0.00001); I2 = 95% | Z = 3.97 (P < 0.0001) |
 Two types of diagnostic technique | 4 | 480 | 214 | 43 | 0.33, 0.54 | Random | Tau2 = 0.01; Chi2 = 16.19, df = 3 (P = 0.001); I2 = 81% | Z = 8.15 (P < 0.00001) |
 |  |  |  |  |  |  | Test for subgroup differences: Chi2 = 23.61, df = 4 (P < 0.0001), I2 = 83.1% | |
Myocardial ischemia measurements | ||||||||
 LVEF decrease | 2 | 220 | 42 | 19 | 0.14, 0.24 | Fix | Chi2 = 0.02, df = 1 (P = 0.90); I2 = 0% | Z = 7.22 (P < 0.00001) |
 WMA | 3 | 197 | 99 | 51 | 0.34, 0.69 | Random | Tau2 = 0.02; Chi2 = 12.46, df = 2 (P = 0.002); I2 = 84% | Z = 5.78 (P < 0.00001) |
 ST depression | 2 | 146 | 24 | 16 | 0.10, 0.22 | Fix | Chi2 = 1.03, df = 1 (P = 0.31); I2 = 3% | Z = 5.33 (P < 0.00001) |
 MPD | 9 | 1893 | 417 | 26 | 0.20, 0.32 | Random | Tau2 = 0.01; Chi2 = 70.54, df = 8 (P < 0.00001); I2 = 89% | Z = 8.68 (P < 0.00001) |
 Two or more than two measurements | 4 | 454 | 216 | 45 | 0.37, 0.53 | Random | Tau2 = 0.01; Chi2 = 13.32, df = 3 (P = 0.004); I2 = 77% | Z = 11.07 (P < 0.00001) |
 |  |  |  |  |  |  | Test for subgroup differences: Chi2 = 47.23, df = 4 (P < 0.00001), I2 = 91.5% |