Characteristic | Training | Internal validation | External validation | P |
---|---|---|---|---|
n | 1957 | 839 | 71 | |
Age, n (%) | < 0.001 | |||
< 70 | 1217 (42.4) | 525 (18.3) | 60 (2.1) | |
≥ 70 | 740 (25.8) | 314 (11) | 11 (0.4) | |
Sex, n (%) | 0.870 | |||
Female | 943 (32.9) | 405 (14.1%) | 32 (1.1) | |
Male | 1013 (35.3) | 434 (15.1%) | 39 (1.4) | |
Grade,, n (%) | 0.013 | |||
Grade I | 292 (10.2) | 151 (5.3) | 4 (0.1) | |
Grade II | 839 (29.3) | 346 (12.1) | 27 (0.9) | |
Grade III | 583 (20.3) | 231 (8.1) | 29 (1) | |
Grade IV | 39 (1.4) | 10 (0.3) | 0 (0) | |
Unknow | 204 (7.1) | 101 (3.5) | 11 (0.4) | |
SEER Stage, n (%) | < 0.001 | |||
Distant | 225 (7.8) | 117 (4.1) | 55 (1.9) | |
Localized | 271 (9.5) | 132 (4.6) | 8 (0.3) | |
Regional | 1461 (51) | 590 (20.6) | 8 (0.3) | |
T Stage, n (%) | < 0.001 | |||
T1 | 145 (5.1) | 68 (2.4) | 10 (0.3) | |
T2 | 248 (8.7) | 130 (4.5) | 27 (0.9% | |
T3 | 1468 (51.2) | 590 (20.6) | 17 (0.6) | |
T4 | 94 (3.3) | 50 (1.7) | 15 (0.5) | |
TX | 2 (0.1) | 1 (0) | 2 (0.1) | |
N Stage, n (%) | < 0.001 | |||
N0 | 746 (26) | 338 (11.8) | 4 (0.1) | |
N1 | 1210 (42.2) | 499 (17.4) | 29 (1) | |
NX | 1 (0) | 2 (0.1) | 38 (1.3) | |
M Stage, n (%) | < 0.001 | |||
M0 | 1831 (63.9) | 776 (27.1) | 16 (0.6) | |
M1 | 126 (4.4) | 63 (2.2) | 55 (1.9) | |
Radiotherapy, n (%) | <0.001 | |||
No | 1319 (46) | 573 (20) | 65 (2.3) | |
Yes | 638 (22.3) | 266 (9.3) | 6 (0.2) | |
Chemotheropy, n (%) | 0.048 | |||
No | 625 (21.8) | 271 (9.5) | 13 (0.5) | |
Yes | 1332 (46.5) | 568 (19.8) | 58 (2) | |
Liver Metastasis, n (%) | <0.001 | |||
No | 1870 (65.2) | 793 (27.7) | 39 (1.4) | |
Yes | 87 (3) | 46 (1.6) | 32 (1.1) | |
Tumor Size, n (%) | <0.001 | |||
<19 | 220 (7.7) | 86 (3) | 4 (0.1) | |
25 | 1316 (45.9) | 581 (20.3) | 36 (1.3) | |
19–25 | 421 (14.7) | 172 (6) | 31 (1.1) | |
Marital Status, n (%) | <0.001 | |||
Divorce | 189 (6.6) | 85 (3) | 0 (0) | |
Married | 1310 (45.7) | 545 (19) | 71 (2.5) | |
Single | 267 (9.3) | 107 (3.7) | 0 (0) | |
Widow | 191 (6.7) | 102 (3.6) | 0 (0) | |
Primary Site, n (%) | <0.001 | |||
Other Parts | 17 (0.6) | 4 (0.1) | 5 (0.2) | |
Pancreatic Body | 205 (7.2) | 74 (2.6) | 9 (0.3) | |
Pancreatic Head | 1406 (49) | 612 (21.3) | 41 (1.4) | |
Pancreatic Tail | 329 (11.5) | 149 (5.2) | 16 (0.6) |