Clinicopathological variables | Training set | Validation set | ||||
---|---|---|---|---|---|---|
Negative | Positive | P value | Negative | Positive | P value | |
Age | 67.36 (13.31) | 64.97 (13.58) | 0.023 | 67.52 (13.36) | 65.18 (13.59) | 0.357 |
Gender | ||||||
 Female | 9421 | 1546 | 0.619 | 4704 | 808 | 0.815 |
 Male | 9348 | 1565 |  | 4641 | 786 |  |
Marital status | ||||||
 Married | 10,260 | 1786 | 0.002 | 5141 | 906 | 0.017 |
 Single | 7297 | 1165 |  | 3593 | 613 |  |
 Unknown | 1212 | 160 |  | 611 | 75 |  |
Race | ||||||
 American Indian/Alaska Native | 132 | 22 |  | 58 | 11 | 0.001 |
 Asian or Pacific Islander | 1363 | 287 |  | 675 | 142 |  |
 Black | 2190 | 468 |  | 1074 | 224 |  |
 White | 15,084 | 2334 |  | 7538 | 1217 |  |
Histologic grade | ||||||
 Well differentiated | 3790 | 368 | < 0.001 | 1885 | 171 | < 0.001 |
 Moderately differentiated | 13,445 | 2189 |  | 6747 | 1148 |  |
 Poorly differentiated | 1292 | 469 |  | 620 | 234 |  |
 Undifferentiated | 242 | 85 |  | 93 | 41 |  |
Histologic type | ||||||
 Adenocarcinoma | 16,276 | 2641 | < 0.001 | 8060 | 1379 | 0.005 |
 Carcinoid tumor | 565 | 79 |  | 312 | 30 |  |
 Neuroendocrine carcinoma | 144 | 50 |  | 81 | 16 |  |
 Mucinous adenocarcinoma | 896 | 179 |  | 418 | 92 |  |
 Other | 888 | 162 |  | 474 | 77 |  |
T classification | ||||||
 T1 | 10,313 | 1031 | < 0.001 | 5125 | 548 | < 0.001 |
 T2 | 8456 | 2080 |  | 4220 | 1046 |  |
Tumor size | ||||||
 <5 cm | 13,949 | 2345 | < 0.001 | 6984 | 1210 | < 0.001 |
 ≥ 5 cm | 1927 | 484 |  | 919 | 235 |  |
 Unknown | 2891 | 282 |  | 1442 | 149 |  |
CEA | ||||||
 Negative | 6809 | 1302 | < 0.001 | 3405 | 640 | < 0.001 |
 Borderline | 43 | 11 |  | 22 | 4 |  |
 Positive | 1770 | 500 |  | 861 | 254 |  |
 Unknown | 10,147 | 1298 |  | 5057 | 696 |  |
Tumor number | ||||||
 1 | 12,996 | 2218 | 0.125 | 6423 | 1152 | 0.035 |
 2 | 4315 | 674 |  | 2170 | 336 |  |
 3 | 1100 | 162 |  | 572 | 80 |  |
 > 3 | 358 | 57 |  | 180 | 26 |  |
Overall survival | ||||||
 Alive | 16,258 | 2539 | < 0.001 | 8087 | 1322 | < 0.001 |
 Dead | 2511 | 572 |  | 1258 | 272 |  |