Variable | Training cohort (n = 203) | Validation-1 cohort (n = 88) | Validation-2 cohort (n = 105) | |||
---|---|---|---|---|---|---|
n | % | n | % | n | % | |
Gender | ||||||
 Male | 159 | 78.33 | 62 | 70.45 | 86 | 81.90 |
 Female | 44 | 21.67 | 26 | 29.55 | 19 | 18.10 |
Age (year) | ||||||
  ≤ 40 | 9 | 4.43 | 2 | 2.27 | 3 | 2.86 |
 41–50 | 15 | 7.39 | 8 | 9.09 | 5 | 4.76 |
 51–60 | 60 | 29.56 | 16 | 18.18 | 20 | 19.05 |
  > 60 | 119 | 58.62 | 62 | 70.45 | 77 | 73.33 |
Family history of cancer | ||||||
 No | 175 | 86.21 | 76 | 86.36 | 94 | 89.52 |
 Yes | 28 | 13.79 | 12 | 13.64 | 11 | 10.48 |
Blood transfusion | ||||||
 No | 143 | 70.44 | 65 | 73.86 | 81 | 77.14 |
  < 500 mL | 25 | 12.32 | 11 | 12.50 | 10 | 9.52 |
 500-1000 mL | 25 | 12.32 | 10 | 11.36 | 7 | 6.67 |
  > 1000 mL | 10 | 4.93 | 2 | 2.27 | 7 | 6.67 |
Siewert type | ||||||
 II | 119 | 58.62 | 49 | 55.68 | 64 | 60.95 |
 III | 84 | 41.38 | 39 | 44.32 | 41 | 39.05 |
Organ invasion | ||||||
 Absence | 147 | 72.41 | 62 | 70.45 | 79 | 75.24 |
 Presence | 56 | 27.59 | 26 | 29.55 | 26 | 24.76 |
Serosal infiltration | ||||||
 S0 | 49 | 24.14 | 22 | 25.00 | 16 | 15.24 |
 S1 | 57 | 28.08 | 28 | 31.82 | 38 | 36.19 |
 S2 | 69 | 33.99 | 24 | 27.27 | 39 | 37.14 |
 S3 | 28 | 13.79 | 14 | 15.91 | 12 | 11.43 |
Borrmann type | ||||||
 I | 12 | 5.91 | 9 | 10.23 | 6 | 5.71 |
 II | 35 | 17.24 | 30 | 34.09 | 25 | 23.81 |
 III | 138 | 67.98 | 44 | 50.00 | 66 | 62.86 |
 IV | 18 | 8.87 | 5 | 5.68 | 8 | 7.62 |
PRM | ||||||
  < 3 cm | 12 | 5.91 | 6 | 6.82 | 10 | 9.52 |
 3-5 cm | 148 | 72.91 | 72 | 81.82 | 87 | 82.86 |
  > 5 cm | 43 | 21.18 | 10 | 11.36 | 8 | 7.62 |
DRM (cm) | ||||||
 Median | 12 | 15 | 15 | |||
 Range | 0–30 | 0–35 | 0–30 | |||
pTNM stage | ||||||
 I | 13 | 6.40 | 12 | 13.64 | 14 | 13.33 |
 II | 46 | 22.66 | 19 | 21.59 | 20 | 19.05 |
 III | 116 | 57.14 | 53 | 60.23 | 64 | 60.95 |
 IV | 28 | 13.79 | 4 | 4.55 | 7 | 6.67 |
Grade of differentiation | ||||||
 Well | 4 | 1.97 | 2 | 2.27 | 0 | 0.00 |
 Moderate | 62 | 30.54 | 29 | 32.95 | 27 | 25.71 |
 Poor | 137 | 67.49 | 57 | 64.77 | 78 | 74.29 |
Complications | ||||||
 0-I | 166 | 81.77 | 74 | 84.09 | 78 | 74.29 |
 II-V | 37 | 18.23 | 14 | 15.91 | 27 | 25.71 |
PLN | ||||||
 Median | 3 | 2 | 3 | |||
 Range | 0–54 | 0–30 | 0–46 | |||
LNR | ||||||
 Median | 0.09 | 0.04 | 0.08 | |||
 Range | 0–0.98 | 0–0.63 | 0–0.80 | |||
LODDS | ||||||
 Median | −2.20 | −2.83 | −2.36 | |||
 Range | −4.84 – 3.27 | −4.98 – 0.48 | −5.28 – 1.30 | |||
FOBT | ||||||
 Negative | 173 | 85.22 | 75 | 85.23 | 80 | 76.19 |
 Positive | 30 | 14.78 | 13 | 14.77 | 25 | 23.81 |
WBC (×109/L) | ||||||
 Median | 6.02 | 6.02 | 5.98 | |||
 Range | 2.37–15.01 | 3.08–13.97 | 2.90–11.76 | |||
Neut (×109/L) | ||||||
 Median | 3.25 | 3.54 | 3.60 | |||
 Range | 0.55–14.11 | 1.25–9.93 | 0.96–8.39 | |||
Hb (g/L) | ||||||
 Median | 128 | 126 | 125 | |||
 Range | 37–166 | 46–155 | 39–158 | |||
HCT | ||||||
 Median | 0.380 | 0.380 | 0.377 | |||
 Range | 0.126–0.481 | 0.152–0.494 | 0.136–0.474 | |||
PLT (× 109/L) | ||||||
 Median | 229 | 229 | 225 | |||
 Range | 67–676 | 53–620 | 61–617 | |||
Blood type | ||||||
 A | 55 | 27.09 | 26 | 29.55 | 32 | 30.48 |
 AB | 16 | 7.88 | 6 | 6.82 | 8 | 7.62 |
 B | 51 | 25.12 | 18 | 20.45 | 22 | 20.95 |
 O | 81 | 39.90 | 38 | 43.18 | 43 | 40.95 |
ALB (g/L) | ||||||
 Median | 39.4 | 38.3 | 38.0 | |||
 Range | 15.0–50.1 | 24.8–67.0 | 20.0–49.7 | |||
GLB (g/L) | ||||||
 Median | 25.9 | 26.3 | 27.0 | |||
 Range | 10.0–47.0 | 17.6–40.0 | 15.8–40.4 | |||
AFP (ug/L) | ||||||
 Median | 3.41 | 2.59 | 2.80 | |||
 Range | 0–1217.83 | 0–219.25 | 0–5968.13 | |||
CEA (ug/L) | ||||||
 Median | 2.94 | 2.33 | 3.27 | |||
 Range | 0–465.21 | 0–137.51 | 0–314.68 | |||
CA-125 (U/mL) | ||||||
 Median | 9.70 | 8.20 | 10.40 | |||
 Range | 0–251.10 | 0–35.80 | 0–118.70 | |||
CA 19–9 (U/mL) | ||||||
 Median | 9.39 | 11.68 | 9.22 | |||
 Range | 0–11,134.24 | 0–7941.43 | 0–12,000 | |||
Surgical resection | ||||||
 Total stomach | 49 | 24.14 | 19 | 21.59 | 24 | 22.86 |
 Total stomach + esophagus ± other organs | 135 | 66.50 | 61 | 69.32 | 71 | 67.62 |
 Total stomach + other organs | 19 | 9.36 | 8 | 9.09 | 10 | 9.52 |