Table 1 Comparison of baseline information of patients in the training set and validation set.
Characteristics | All patients N = 378 | Training set N = 264 | Validation set N = 114 | p |
|---|---|---|---|---|
Sex, n (%) | 0.368 | |||
Male | 332 (87.8%) | 235 (89.0%) | 97 (85.1%) | |
Female | 46 (12.2%) | 29 (11.0%) | 17 (14.9%) | |
Age, n (%) | 0.720 | |||
< 60 | 229 (60.6%) | 162 (61.4%) | 67 (58.8%) | |
≥ 60 | 149 (39.4%) | 102 (38.6%) | 47 (41.2%) | |
Family history of malignant tumors, n (%) | 0.535 | |||
No | 288 (76.2%) | 204 (77.3%) | 84 (73.7%) | |
Yes | 90 (23.8%) | 60 (22.7%) | 30 (26.3%) | |
Hypertension, n (%) | 0.683 | |||
No | 256 (67.7%) | 181 (68.6%) | 75 (65.8%) | |
Yes | 122 (32.3%) | 83 (31.4%) | 39 (34.2%) | |
Diabetes, n (%) | 0.383 | |||
No | 310 (82.0%) | 220 (83.3%) | 90 (78.9%) | |
Yes | 68 (18.0%) | 44 (16.7%) | 24 (21.1%) | |
Smoking, n (%) | 0.473 | |||
No | 190 (50.3%) | 129 (48.9%) | 61 (53.5%) | |
Yes | 188 (49.7%) | 135 (51.1%) | 53 (46.5%) | |
HBV infection, n (%) | 0.618 | |||
No | 111 (29.4%) | 75 (28.4%) | 36 (31.6%) | |
Yes | 267 (70.6%) | 189 (71.6%) | 78 (68.4%) | |
HCV infection, n (%) | 0.951 | |||
No | 347 (91.8%) | 243 (92.0%) | 104 (91.2%) | |
Yes | 31 (8.20%) | 21 (7.95%) | 10 (8.77%) | |
BMI, n (%) | 0.611 | |||
< 28 | 322 (85.2%) | 227 (86.0%) | 95 (83.3%) | |
≥ 28 | 56 (14.8%) | 37 (14.0%) | 19 (16.7%) | |
Operation duration, n (%) | 0.261 | |||
≤ 180 | 184 (48.7%) | 123 (46.6%) | 61 (53.5%) | |
> 180 | 194 (51.3%) | 141 (53.4%) | 53 (46.5%) | |
Intraoperative blood loss, n (%) | 0.506 | |||
≤ 200 | 251 (66.4%) | 172 (65.2%) | 79 (69.3%) | |
> 200 | 127 (33.6%) | 92 (34.8%) | 35 (30.7%) | |
Intraoperative blood transfusion, n (%) | 0.532 | |||
No | 341 (90.2%) | 236 (89.4%) | 105 (92.1%) | |
Yes | 37 (9.79%) | 28 (10.6%) | 9 (7.89%) | |
Number of tumors, n (%) | 0.981 | |||
Single | 350 (92.6%) | 245 (92.8%) | 105 (92.1%) | |
Multiple | 28 (7.41%) | 19 (7.20%) | 9 (7.89%) | |
Edmondson Steiner grade, n (%) | 0.242 | |||
I-II | 310 (82.0%) | 212 (80.3%) | 98 (86.0%) | |
III-IV | 68 (18.0%) | 52 (19.7%) | 16 (14.0%) | |
Maximum diameter of the largest tumor, n (%) | 0.723 | |||
< 5 | 289 (76.5%) | 200 (75.8%) | 89 (78.1%) | |
≥ 5 | 89 (23.5%) | 64 (24.2%) | 25 (21.9%) | |
Liver capsule invasion, n (%) | 0.324 | |||
No | 216 (57.1%) | 146 (55.3%) | 70 (61.4%) | |
Yes | 162 (42.9%) | 118 (44.7%) | 44 (38.6%) | |
MVI, n (%) | 0.822 | |||
No | 294 (77.8%) | 204 (77.3%) | 90 (78.9%) | |
Yes | 84 (22.2%) | 60 (22.7%) | 24 (21.1%) | |
Satellite nodule, n (%) | 0.370 | |||
No | 357 (94.4%) | 247 (93.6%) | 110 (96.5%) | |
Yes | 21 (5.56%) | 17 (6.44%) | 4 (3.51%) | |
Scheuer scoring system, n (%) | 0.905 | |||
S0-S1 | 126 (33.3%) | 89 (33.7%) | 37 (32.5%) | |
S2-S4 | 252 (66.7%) | 175 (66.3%) | 77 (67.5%) | |
AJCC-TNM staging, n (%) | 0.561 | |||
I | 266 (70.4%) | 186 (70.5%) | 80 (70.2%) | |
II | 91 (24.1%) | 63 (23.9%) | 28 (24.6%) | |
III | 20 (5.29%) | 15 (5.68%) | 5 (4.39%) | |
IV | 1 (0.26%) | 0 (0.00%) | 1 (0.88%) | |
BCLC staging, n (%) | 0.244 | |||
0 | 69 (18.3%) | 42 (15.9%) | 27 (23.7%) | |
A | 288 (76.2%) | 208 (78.8%) | 80 (70.2%) | |
B | 16 (4.23%) | 11 (4.17%) | 5 (4.39%) | |
C | 5 (1.32%) | 3 (1.14%) | 2 (1.75%) | |
AFP, median [IQR] | 4.22 [2.55;7.08] | 4.08 [2.44;7.15] | 4.73 [2.73;7.03] | 0.454 |
HGB, median [IQR] | 151 [142;160] | 151 [143;160] | 151 [138;160] | 0.440 |
PLT, median [IQR] | 164 [129;202] | 167 [133;205] | 158 [118;198] | 0.144 |
ALT, median [IQR] | 26.0 [20.0;40.0] | 26.0 [20.0;39.2] | 28.0 [20.2;40.4] | 0.588 |
AST, median [IQR] | 25.0 [20.0;33.0] | 24.4 [20.0;32.0] | 26.0 [21.0;34.0] | 0.575 |
TBIL, median [IQR] | 13.6 [9.90;17.2] | 13.7 [9.97;17.1] | 13.4 [9.90;17.6] | 0.951 |
DBIL, median [IQR] | 4.50 [3.40;5.80] | 4.50 [3.50;5.80] | 4.40 [3.30;5.90] | 0.656 |
ALB, median [IQR] | 44.5 [41.6;46.8] | 44.2 [41.5;46.8] | 44.9 [42.2;46.9] | 0.159 |
LDH, median [IQR] | 169 [147;191] | 170 [146;191] | 166 [149;189] | 0.874 |
GGT, median [IQR] | 40.0 [26.0;63.9] | 39.4 [26.0;62.4] | 41.0 [25.2;68.8] | 0.529 |
DGPRI, n (%) | 0.673 | |||
< 1.85 | 177 (46.8%) | 126 (47.7%) | 51 (44.7%) | |
≥ 1.85 | 201 (53.2%) | 138 (52.3%) | 63 (55.3%) | |
Adjuvant therapy, n (%) | 0.549 | |||
No | 299 (79.1%) | 211 (79.9%) | 88 (77.2%) | |
Yes | 79 (20.9%) | 53 (20.1%) | 26 (22.8%) | |