Echocardiographic parameters | Subgroup | N | SMD (95% CI) | p value | Study heterogeneity | ||
---|---|---|---|---|---|---|---|
I2 | χ2 | p value | |||||
LAVI | Overall | 6 | 0.307 (0.096, 0.518) | 0.004 | 89.50% | 47.49 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 2 | 0.598 (− 0.070, 1.265) | 0.886 | 9.6% | 10.17 | 0.293 | |
Age < 50 | 4 | 0.962 (− 0.054, 1.978) | 0.064 | 92.7% | 41.05 |  < 0.001 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 3 | 1.121 (− 0.585, 2.828) | 0.198 | 95.6% | 45.02 |  < 0.001 | |
BMI < 30 | 3 | 0.262 (− 0.026, 0.550) | 0.075 | 11.0% | 2.25 | 0.325 | |
LVM | Overall | 7 | 0.558 (0.403, 0.712) |  < 0.001 | 87.3% | 47.42 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 5 | 0.648 (− 0.007, 1.371) | 0.079 | 90.5% | 42.10 |  < 0.001 | |
Age < 50 | 2 | 0.593 (0.121, 1.066) | 0.001 | 0.0% | 0.60 | 0.438 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 2 | 0.593 (0.121, 1.066) | 0.224 | 94.9% | 19.65 |  < 0.001 | |
BMI < 30 | 5 | 0.382 (0.121, 0.644) | 0.004 | 37.9% | 6.44 | 0.168 | |
LVMI | Overall | 23 | 0.478 (0.242, 0.714) |  < 0.001 | 81.3% | 117.7 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 11 | 0.332 (− 0.047, 0.712) | 0.086 | 85.7% | 69.94 |  < 0.001 | |
Age < 50 | 12 | 0.619 (0.242, 0.714) |  < 0.001 | 71.1% | 38.06 |  < 0.001 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 7 | 0.211 (− 0.227, 0.650) | 0.345 | 83.0% | 35.29 |  < 0.001 | |
 | BMI < 30 | 16 | 0.598 (0.311, 0.884) |  < 0.001 | 81.2% | 79.94 |  < 0.001 |
IVSD | Overall | 24 | 0.471 (0.195, 0.747) | 0.001 | 87.1% | 177.71 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 10 | 0.569 (− 0.007, 1.145) | 0.053 | 93.6% | 141.06 |  < 0.001 | |
Age < 50 | 14 | 0.396 (0.166, 0.626) | 0.001 | 64.5% | 36.60 |  < 0.001 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 10 | 0.471 (0.195, 0.747) | 0.005 | 83.0% | 52.84 |  < 0.001 | |
BMI < 30 | 14 | 0.446 (0.046, 0.846) | 0.029 | 88.4% | 112.43 |  < 0.001 | |
PWD | Overall | 22 | 0.602 (0.328, 0.875) |  < 0.001 | 86.7% | 157.47 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 9 | 0.712 (0.084, 1.340) | 0.026 | 93.7% | 127.17 |  < 0.001 | |
Age < 50 | 13 | 0.511 (0.304, 0.718) |  < 0.001 | 58.8% | 29.11 | 0.004 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 8 | 0.356 (− 0.276, 0.988) | 0.270 | 92.9% | 98.19 |  < 0.001 | |
BMI < 30 | 14 | 0.730 (0.504, 0.955) |  < 0.001 | 68.0% | 40.68 |  < 0.001 | |
LVEF | Overall | 39 |  − 0.238 (− 0.379, − 0.097) | 0.001 | 73.4% | 142.76 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 16 |  − 0.142 (− 0.378, 0.094) | 0.238 | 80.5% | 76.92 |  < 0.001 | |
Age < 50 | 23 |  − 0.310 (− 0.476, − 0.143) |  < 0.001 | 62.8% | 59.07 |  < 0.001 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 13 |  − 0.254 (− 0.630, 0.121) | 0.184 | 87.5% | 95.72 | 0.005 | |
BMI < 30 | 26 |  − 0.239 (− 0.358, − 0.120) |  < 0.001 | 46.4% | 46.63 |  < 0.001 | |
LV MPI | Overall | 8 | 0.687 (0.371, 1.004) |  < 0.001 | 74.4% | 27.38 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 2 | 0.456 (− 0.413, 1.326) | 0.304 | 92.4% | 13.09 |  < 0.001 | |
Age < 50 | 6 | 0.773 (0.426, 1.121) |  < 0.001 | 63.0% | 13.50 | 0.019 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 4 | 0.663 (0.091, 1.235) | 0.023 | 80.9% | 15.72 | 0.001 | |
BMI < 30 | 4 | 0.734 (0.363, 1.105) |  < 0.001 | 66.7% | 9.02 | 0.029 | |
RVD | Overall | 15 | 0.725 (0.605, 0.845) |  < 0.001 | 82.7% | 80.8 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 11 | 0.678 (0.318, 1.039) |  < 0.001 | 70.2% | 10.06 | 0.018 | |
Age < 50 | 4 | 0.873 (0.454, 1.293) |  < 0.001 | 85.5% | 69.08 |  < 0.001 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 8 | 0.922 (0.442, 1.403) |  < 0.001 | 87.0% | 53.65 |  < 0.001 | |
BMI < 30 | 7 | 0.676 (0.329, 1.023) |  < 0.001 | 72.6% | 21.93 | 0.001 | |
RV MPI | Overall | 8 | 0.881 (0.487, 1.274) |  < 0.001 | 79.4% | 33.98 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 3 | 0.723 (− 0.151, 1.597) | 0.105 | 89.9% | 19.70 |  < 0.001 | |
Age < 50 | 5 | 0.973 (0.586, 1.359) |  < 0.001 | 62.8% | 10.75 | 0.029 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 5 | 0.651 (0.161, 1.141) | 0.009 | 80.1% | 20.07 |  < 0.001 | |
BMI < 30 | 3 | 1.226 (0.879, 1.572) |  < 0.001 | 20.5% | 2.52 | 0.284 | |
TAPSE | Overall | 10 |  − 0.481 (− 0.810, − 0.152) | 0.004 | 79.0% | 42.9 |  < 0.001 |
Age | Â | Â | Â | Â | Â | Â | |
Age ≥ 50 | 4 |  − 0.476 (− 1.137, 0.185) | 0.158 | 74.2% | 23.27 |  < 0.001 | |
Age < 50 | 6 |  − 0.488 (− 0.874, − 0.102) | 0.013 | 87.1% | 19.38 | 0.002 | |
BMI | Â | Â | Â | Â | Â | Â | |
BMI ≥ 30 | 5 |  − 0.357 (− 0.896, 0.182) | 0.194 | 85.0% | 26.74 |  < 0.001 | |
BMI < 30 | 5 |  − 0.610 (− 0.987, − 0.232) | 0.002 | 66.2% | 11.84 | 0.019 |