A. Prognostic evaluation | |||||||
---|---|---|---|---|---|---|---|
Sub-group | N of studies | N of patients | Pooled hazard ratio (HR) (95% CI) | p-value | Heterogeneity | ||
Fixed | Random | I2 | p-value | ||||
Overall survival | |||||||
 Overall | 18 | 1479 | 2.190 (1.895–2.532) | 2.081 (1.593–2.717) |  < 0.001 | 68.9 |  < 0.001 |
 Publication year | 0.226 | 77.07 |  < 0.001 | ||||
  < 2017 | 5 | 478 | 2.234 (1.719–2.904) | 2.234 (1.719–2.904) |  < 0.001 | 0.00 | 0.947 |
  2017 | 5 | 418 | 1.715 (1.277–2.303) | 1.611 (0.811–3.200) | 0.174 | 79.7 | 0.001 |
  > 2017 | 8 | 583 | 2.463 (1.986–3.055) | 2.284 (1.433–3.641) | 0.001 | 77 |  < 0.001 |
 Sample size | 0.021 | 71.15 |  < 0.001 | ||||
  < 75 | 9 | 515 | 1.703 (1.336–2.171) | 1.722 (1.002–2.961) | 0.049 | 79.2 |  < 0.001 |
  > 75 | 9 | 964 | 2.518 (2.102–3.016) | 2.498 (2.042–3.055) |  < 0.001 | 18.1 | 0.282 |
 Cancer type |  < 0.001 | 0.00 | 0.756 | ||||
  HCC | 5 | 434 | 2.145 (1.681–2.736) | 2.145 (1.681–2.736) |  < 0.001 | 0.00 | 0.974 |
  CRC | 3 | 293 | 2.508 (1.622–3.878) | 2.508 (1.622–3.878) |  < 0.001 | 0.00 | 0.805 |
  PDAC | 2 | 86 | 0.408 (0.241–0.691) | 0.408 (0.241–0.691) | 0.001 | 0.00 | 0.785 |
  Gastric | 2 | 181 | 3.474 (2.450–4.927) | 3.216 (1.545–6.696) | 0.002 | 75.6 | 0.043 |
 Cancer type |  < 0.001 | 0.28 | 0.438 | ||||
  PDAC | 2 | 86 | 0.408 (0.241–0.691) | 0.408 (0.241–0.691) | 0.001 | 0.00 | 0.785 |
  Others | 16 | 1393 | 2.514 (2.162–2.923) | 2.514 (2.162–2.923) |  < 0.001 | 0.00 | 0.660 |
 Stage | 0.484 | 80.14 |  < 0.001 | ||||
  I-IV | 12 | 902 | 2.121 (1.779–2.528) | 1.944 (1.304–2.898) | 0.001 | 79.3 |  < 0.001 |
  Others | 6 | 577 | 2.346 (1.816–3.031) | 2.346 (1.816–3.031) |  < 0.001 | 0.00 | 0.942 |
 Follow-up period | 0.484 | 80.14 |  < 0.001 | ||||
  <  = 60 | 11 | 848 | 2.074 (1.735–2.478) | 1.833 (1.214–2.767) | 0.004 | 80.3 |  < 0.001 |
  > 60 | 7 | 631 | 2.438 (1.900–3.129) | 2.438 (1.900–3.129) |  < 0.001 | 0.00 | 0.825 |
 Cut-off point | 0.389 | 78.91 |  < 0.001 | ||||
  Median | 13 | 1068 | 2.412 (2.035–2.859) | 2.320 (1.713–3.141) |  < 0.001 | 66.5 |  < 0.001 |
  Others | 5 | 411 | 1.693 (1.282–2.235) | 1.568 (0.915–2.690) | 0.102 | 71.9 | 0.007 |
 Specimen | 0.097 | 73.08 |  < 0.001 | ||||
  Tissue | 16 | 1289 | 1.973 (1.684–2.311) | 1.933 (1.473–2.537) |  < 0.001 | 64.3 |  < 0.001 |
  Serum | 2 | 190 | 3.763 (2.626–5.393) | 3.549 (1.996–6.308) |  < 0.001 | 56.4 | 0.130 |
 MiR-212 type | 0.836 | 80.34 |  < 0.001 | ||||
  miR-212 | 14 | 1127 | 2.189 (1.861–2.574) | 2.001 (1.435–2.791) |  < 0.001 | 75.2 |  < 0.001 |
  miR-212-3p | 3 | 227 | 2.228 (1.558–3.188) | 2.259 (1.525–3.344) |  < 0.001 | 12.8 | 0.318 |
  miR-212-5p | 1 | 125 | 2.066 (0.974–4.383) |  | – |  | – |
Adjusted overall survival | |||||||
 Overall | 5 | 540 | 2.121 (1.561–2.881) | 2.121 (1.561–2.881) |  < 0.001 | 0.00 | 0.618 |
Disease-free survival | |||||||
 Overall | 5 | 559 | 2.812 (2.138–3.700) | 2.812 (2.138–3.700) |  < 0.001 | 0.00 | 0.892 |
Adjusted disease-free survival | |||||||
 Overall | 2 | 181 | 2.059 (1.360–3.115) | 2.278 (1.085–4.786) | 0.030 | 63.1 | 0.100 |
Recurrence-free survival | |||||||
 Overall | 2 | 143 | 1.842 (1.240–2.737) | 1.842 (1.240–2.737) | 0.002 | 0.00 | 0.742 |
B. Association evaluation | |||||||
---|---|---|---|---|---|---|---|
Sub-group | N of studies | N of patients | Pooled odds ratio (OR) (95% CI) | p-value | Heterogeneity | ||
Fixed | Random | I2 | p-value | ||||
Gender (male/female) | 13 | 1026 | 1.012 (0.766–1.337) | 0.993 (0.729–1.353) | 0.931 | 15 | 0.293 |
Age (old/young) | 18 | 1394 | 0.819 (0.652–1.028) | 0.819 (0.652–1.028) | 0.085 | 0.00 | 0.899 |
Metastasis (yes/no) | 4 | 228 | 2.521 (1.417–4.486) | 3.110 (0.624–15.508) | 0.166 | 86.2 |  < 0.001 |
Lymphatic metastasis (yes/no) | 3 | 195 | 4.614 (1.958–10.873) | 4.529 (0.576–35.588) | 0.151 | 62.3 | 0.071 |
Tumor size (large/small) | 14 | 1096 | 1.344 (1.038–1.741) | 1.195 (0.635–2.249) | 0.580 | 82.1 |  < 0.001 |
Tumor size ([> 5 or ≥ 5]/[< 5 or ≤ 5]) | 8 | 712 | 1.296 (0.942–1.783) | 1.455 (0.630–3.364) | 0.380 | 84.7 |  < 0.001 |
T stage (III-IV/I-II) | 2 | 222 | 0.792 (0.401–1.563) | 0.515 (0.082–3.212) | 0.477 | 79.7 | 0.027 |
TNM stage (III-IV/I-II) | 12 | 786 | 2.844 (2.057–3.932) | 2.719 (1.674–4.415) |  < 0.001 | 51.3 | 0.020 |
Differentiation (others/poor) | 4 | 306 | 0.894 (0.557–1.435) | 0.894 (0.556–1.438) | 0.642 | 0.67 | 0.389 |
Hepatitis B virus (present/absent) | 5 | 434 | 0.916 (0.576–1.456) | 0.955 (0.545–1.673) | 0.711 | 28.6 | 0.231 |
Serum AFP level (high/low) | 5 | 434 | 2.319 (1.559–3.451) | 2.319 (1.559–3.451) |  < 0.001 | 0.00 | 0.646 |
Serum AFP level (> 200/ ≤ 200) | 2 | 163 | 1.620 (0.862–3.047) | 1.620 (0.862–3.047) | 0.134 | 0.00 | 0.642 |
Serum AFP level (≥ 400/ < 400) | 3 | 271 | 2.933 (1.759–4.889) | 2.933 (1.759–4.889) |  < 0.001 | 0.00 | 0.892 |
Number of tumor nodules (≥ 2/1) | 3 | 264 | 1.216 (0.718–2.060) | 1.275 (0.536–3.031) | 0.583 | 62.4 | 0.070 |
Cirrhosis (present/absent) | 5 | 434 | 1.111 (0.748–1.649) | 1.118 (0.728–1.718) | 0.602 | 15.3 | 0.317 |
Venous infiltration (present/absent) | 3 | 271 | 1.859 (1.145–3.019) | 1.859 (1.145–3.019) | 0.012 | 0.00 | 0.735 |
Edmondson-Steiner grade (III-IV/I-II) | 4 | 354 | 1.757 (1.129–2.735) | 1.757 (1.129–2.735) | 0.013 | 0.00 | 0.532 |
Venous invasion (positive/negative) | 4 | 320 | 2.351 (1.460–3.785) | 1.772 (0.629–4.996) | 0.279 | 76.9 | 0.005 |
Distant metastasis (M1/M0) | 3 | 283 | 1.401 (0.723–2.714) | 0.726 (0.102–5.183) | 0.750 | 85.7 | 0.001 |
Histological grade (poor, moderate-well) | 2 | 225 | 1.231 (0.667–2.273) | 1.080 (0.415–2.808) | 0.505 | 45.3 | 0.176 |
C. Diagnostic evaluation | |||||||
---|---|---|---|---|---|---|---|
Youden index | |||||||
Sub-group | N | Sen | Spe | PLR | NLR | DOR | RDOR, p-value |
Overall | Â | ||||||
 Overall | 8 | 0.72 (0.67–0.76) | 0.79 (0.75–0.83) | 3.25 (1.85–5.71) | 0.38 (0.23–0.63) | 10.69 (3.64–31.35) | |
 I2, p-value |  | 91.5, < 0.001 | 88.1, < 0.001 | 84.9, < 0.001 | 90.1, < 0.001 | 87.3, < 0.001 | |
Publication year | 3.26 (0.00–1.8E5), 0.754 | ||||||
 < 2017 | 5 | 0.63 (0.55–0.70) | 0.79 (0.72–0.85) | 3.01 (1.35–6.69) | 0.49 (0.29–0.81) | 8.69 (2.28–33.08) | |
 > 2017 | 3 | 0.78 (0.72–0.84) | 0.79 (0.74–0.84) | 3.64 (1.43–9.22) | 0.28 (0.10–0.82) | 13.41 (1.89–95.26) | |
Ethnicity | 0.29 (0.00–3.7E3), 0.707 | ||||||
 Caucasian | 3 | 0.72 (0.63–0.79) | 0.74 (0.66–0.81) | 2.45 (0.91–6.54) | 0.28 (0.08–1.07) | 12.92 (1.41–118.79) | |
 Asian | 5 | 0.72 (0.66–0.77) | 0.81 (0.76–0.85) | 3.88 (1.88–8.01) | 0.40 (0.21–0.77) | 10.80 (2.78–41.86) | |
Sample size | 0.41 (0.00–1.6E2), 0756 | ||||||
 < 50 | 5 | 0.64 (0.56–0.72) | 0.84 (0.78–0.89) | 3.84 (1.58–9.29) | 0.46 (0.28–0.77) | 9.85 (3.11–31.19) | |
 > 50 | 3 | 0.76 (0.70–0.81) | 0.75 (0.69–0.81) | 2.93 (1.14–7.56) | 0.30 (0.10–0.95) | 10.14 (1.24–83.07) | |
Sample type | 1.05 (0.00–4.2E2), 0.986 (serum vs. others) | ||||||
 Serum | 3 | 0.83 (0.78–0.88) | 0.75 (0.69–0.80) | 3.07 (1.24–7.58) | 0.23 (0.07–0.79) | 13.90 (1.79–108.13) | |
 Plasma | 2 | 0.72 (0.61–0.82) | 0.82 (0.74–0.89) | 3.92 (2.09–7.34) | 0.28 (0.05–1.63) | 14.26 (1.63–124.80) | |
 Tissue | 2 | 0.40 (0.26–0.55) | 0.94 (0.83–0.99) | 6.26 (1.98–19.80) | 0.65 (0.52–0.83) | 9.72 (2.63–35.90) | |
Index of union | |||||||
Overall | Â | ||||||
 Overall | 8 | 0.74 (0.70–0.78) | 0.73 (0.69–0.78) | 2.38 (1.48–3.83) | 0.37 (0.22–0.64) | 7.49 (2.62–21.44) | |
 I2, p-value |  | 87.1, < 0.001 | 87.6, < 0.001 | 85.2, < 0.001 | 87.2, < 0.001 | 88.8, < 0.001 | |
Publication year | 6.78 (0.00–6.3E5), 0.631 | ||||||
 < 2017 | 5 | 0.66 (0.59–0.73) | 0.71 (0.64–0.78) | 1.84 (1.10–3.08) | 0.49 (0.29–0.84) | 4.67 (1.52–14.33) | |
 > 2017 | 3 | 0.81 (0.75–0.86) | 0.75 (0.69–0.80) | 3.13 (1.30–7.58) | 0.27 (0.09–0.81) | 12.11 (1.65–89.01) | |
Ethnicity | 0.14 (0.00–2.6E3), 0.570 | ||||||
 Caucasian | 3 | 0.68 (0.59–0.76) | 0.76 (0.67–0.83) | 2.53 (0.88–7.22) | 0.36 (0.13–1.02) | 10.20 (1.26–82.66) | |
 Asian | 5 | 0.77 (0.72–0.82) | 0.73 (0.67–0.78) | 2.45 (1.35–4.44) | 0.37 (0.18–0.75) | 6.95 (1.78–27.18) | |
Sample size | 0.56 (0.00–3.4E3), 0.844 | ||||||
 < 50 | 5 | 0.71 (0.63–0.78) | 0.71 (0.64–0.77) | 1.94 (1.17–3.22) | 0.45 (0.27–0.77) | 5.30 (1.75–16.09) | |
 > 50 | 3 | 0.76 (0.70–0.81) | 0.75 (0.69–0.81) | 2.93 (1.14–7.56) | 0.30 (0.10–0.95) | 10.14 (1.24–83.07) | |
Sample type | 0.90 (0.00–5.5E3), 0.970 | ||||||
 Serum | 3 | 0.81 (0.75–0.86) | 0.76 (0.69–0.81) | 3.06 (1.20–7.81) | 0.27 (0.08–0.84) | 11.94 (1.49–95.54) | |
 Plasma | 2 | 0.79 (0.68–0.88) | 0.73 (0.64–0.81) | 3.12 (1.06–9.14) | 0.26 (0.06–1.22) | 12.28 (1.04–144.29) | |
 Tissue | 2 | 0.54 (0.39–0.69) | 0.71 (0.56–0.83) | 2.65 (0.44–16.16) | 0.63 (0.45–0.89) | 4.06 (0.59–27.69) |