From: A MRI radiomics-based model for prediction of pelvic lymph node metastasis in cervical cancer
Training (n = 86) | Test (n = 38) | p-value* | |||||
---|---|---|---|---|---|---|---|
LNM (−) | LNM (+) | p-value | LNM (−) | LNM (+) | p-value | ||
Patients’ number | 64 | 22 | - | 23 | 15 | - | - |
Age (y) | 56 (Q1: 48; Q3: 60) | 56 (Q1: 50; Q3: 60) | 0.905 | 58.6 ± 11.3 | 52.7 ± 8.6 | 0.075 | 0.41 |
BMI | 22.5 ± 2.8 | 22.8 ± 2.8 | 0.671 | 22.9 ± 2.4 | 21.8 ± 2.2 | 0.147 | 0.729 |
Differentiation | 0.001 | 0.059 | 0.066 | ||||
Poor | 4 (6.3%) | 9 (40.9%) | 4 (17.4%) | 7 (46.7%) | |||
Moderate | 25 (39.0%) | 11 (50%) | 11 (47.8%) | 7 (47.7%) | |||
Well | 35 (54.7%) | 2 (9.1%) | 8 (34.8%) | 1 (6.6%) | |||
Cervical stromal invasion depth | 0.017 | 0.335 | 0.138 | ||||
< 1/2 | 41 (64.1%) | 7 (31.8%) | 11 (47.8%) | 4 (26.7%) | |||
≥ 1/2 | 23 (35.9%) | 15 (68.2%) | 12 (52.2%) | 11 (73.3%) | |||
SCC | 0.186 | 0.294 | 0.782 | ||||
< 2.5 μg/L | 20 (31.3%) | 11 (50%) | 9 (39.1%) | 3 (20%) | |||
≥ 2.5 μg/L | 44 (68.7%) | 11 (50%) | 14 (60.9%) | 12 (80%) | |||
Ca199 | 0.748 | 0.138 | 0.574 | ||||
< 37 U/L | 54 (84.4%) | 18 (81.8%) | 19 (82.6%) | 15 (100%) | |||
≥ 37 U/L | 10 (15.6%) | 4 (18.2%) | 4 (17.4%) | 0 (0%) | |||
AFP | 0.101 | 0.063 | 1.000 | ||||
< 7 μg/L | 50 (78.1%) | 21 (95.5%) | 17 (73.9%) | 15 (100%) | |||
≥ 7 μg/L | 14 (21.9%) | 1 (4.5%) | 6 (26.1%) | 0 (0%) | |||
CEA | 0.759 | 0.223 | 1.000 | ||||
< 5 μg/L | 52 (81.3%) | 17 (77.3%) | 20 (87.0%) | 10 (66.7%) | |||
≥ 5 μg/L | 12 (18.7%) | 5 (22.7%) | 3 (13.0%) | 5 (33.3%) | |||
FIGO stage | 0.001 | 0.591 | 1.000 | ||||
I | 38 (59.4%) | 4 (18.2%) | 11 (47.8%) | 7 (46.7%) | |||
II | 23 (39.1%) | 16 (72.7%) | 12 (52.2%) | 7 (46.7%) | |||
III | 1 (1.5%) | 2 (9.1%) | 0 (0%) | 1 (6.6%) | |||
Cancer types | 0.843 | 0.114 | 0.561 | ||||
Adenocarcinoma | 17 (26.6%) | 7 (31.8%) | 7 (30.4%) | 1 (6.6%) | |||
Others | 47 (74.4%) | 15 (68.2%) | 16 (69.6%) | 14 (93.4) |