Table 1 Characteristics of patients with GC in each cohort
Variables | Training cohort (nā=ā240) | Internal validation cohort 1 (nā=ā158) | Internal validation cohort 2 (nā=ā522) | External validation cohort 1 (nā=ā92) | External validation cohort 2 (nā=ā1139) | |||||
---|---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | n | % | n | % | |
Gender | ||||||||||
Ā Male | 151 | 62.9 | 112 | 70.9 | 361 | 69.2 | 31 | 33.7 | 354 | 31.1 |
Ā Female | 89 | 37.1 | 46 | 29.1 | 161 | 30.8 | 61 | 66.3 | 785 | 68.9 |
Ā Age (years), median (interquartile range) | 57 (49ā64) | 56 (46ā62) | 56 (48ā63) | 59 (45ā65) | 57 (50ā65) | |||||
Differentiation | ||||||||||
Ā Well | 27 | 11.3 | 10 | 6.3 | 89 | 17 | 1 | 1.1 | 19 | 1.7 |
Ā Moderate | 60 | 25 | 44 | 27.8 | 117 | 22.4 | 19 | 20.7 | 176 | 15.5 |
Ā Poor or undifferentiation | 153 | 63.7 | 104 | 65.9 | 316 | 60.6 | 72 | 78.2 | 955 | 82.9 |
Location | ||||||||||
Ā Cardia | 50 | 20.8 | 38 | 24.1 | 67 | 12.8 | 29 | 31.5 | 390 | 34.2 |
Ā Body | 47 | 19.6 | 28 | 17.7 | 95 | 18.2 | 23 | 25 | 226 | 19.8 |
Ā Antrum | 129 | 53.8 | 83 | 52.5 | 317 | 60.7 | 35 | 38 | 468 | 41.2 |
Ā Whole | 14 | 5.8 | 9 | 5.7 | 43 | 8.3 | 5 | 5.5 | 55 | 4.8 |
Lauren type | ||||||||||
Ā Intestinal type | 110 | 45.8 | 75 | 47.5 | 236 | 45.2 | 29 | 31.5 | 392 | 34.4 |
Ā Diffuse or mixed type | 130 | 54.2 | 83 | 52.5 | 286 | 54.8 | 63 | 68.5 | 747 | 65.6 |
CEA | ||||||||||
Ā Elevated | 26 | 10.8 | 20 | 12.7 | 55 | 10.5 | 16 | 17.4 | 228 | 20 |
Ā Normal | 214 | 89.2 | 138 | 87.3 | 467 | 89.5 | 76 | 82.6 | 911 | 80 |
CA19-9 | ||||||||||
Ā Elevated | 31 | 12.9 | 15 | 9.5 | 88 | 16.9 | 11 | 12 | 231 | 20.3 |
Ā Normal | 209 | 87.1 | 143 | 90.5 | 434 | 83.1 | 81 | 88 | 908 | 79.7 |
Depth of invasion | ||||||||||
Ā T1 | 55 | 22.9 | 27 | 17.1 | 144 | 27.6 | 14 | 15.2 | 142 | 12.5 |
Ā T2 | 21 | 8.8 | 14 | 8.9 | 81 | 15.5 | 10 | 10.9 | 127 | 11.2 |
Ā T3 | 29 | 12.1 | 19 | 12 | 15 | 2.9 | 21 | 22.8 | 250 | 21.9 |
Ā T4a | 110 | 45.8 | 68 | 43 | 165 | 31.6 | 38 | 41.3 | 530 | 46.5 |
Ā T4b | 25 | 10.4 | 30 | 19 | 117 | 22.4 | 9 | 9.8 | 90 | 7.9 |
Lymph node metastasis | ||||||||||
Ā N0 | 110 | 45.8 | 58 | 36.7 | 245 | 46.9 | 34 | 37 | 372 | 32.7 |
Ā N1 | 44 | 18.3 | 26 | 16.5 | 118 | 22.6 | 14 | 15.2 | 185 | 16.2 |
Ā N2 | 22 | 9.2 | 27 | 17.1 | 62 | 11.9 | 11 | 12 | 202 | 17.7 |
Ā N3a | 35 | 14.6 | 29 | 18.4 | 70 | 13.4 | 19 | 20.7 | 246 | 21.6 |
Ā N3b | 29 | 12.1 | 18 | 11.4 | 27 | 5.2 | 14 | 15.2 | 134 | 11.8 |
Distant metastasis | ||||||||||
Ā M(ā) | 233 | 97.1 | 152 | 96.2 | 475 | 91 | 84 | 91.3 | 1006 | 88.3 |
Ā M(+) | 7 | 2.9 | 6 | 3.8 | 47 | 9 | 8 | 8.7 | 133 | 11.7 |
TNM stage | ||||||||||
Ā I | 65 | 27.1 | 34 | 21.5 | 129 | 24.7 | 19 | 20.7 | 197 | 17.3 |
Ā II | 58 | 24.2 | 30 | 19 | 124 | 23.8 | 21 | 22.8 | 289 | 25.4 |
Ā III | 110 | 45.8 | 88 | 55.7 | 222 | 42.5 | 44 | 47.8 | 520 | 45.7 |
Ā IV | 7 | 2.9 | 6 | 3.8 | 47 | 9 | 8 | 8.7 | 133 | 11.7 |