Table 4.
Correlation analysis of PFS-related radiomics signature with clinical parameters
Variables | Development cohort (n = 145) | Validation cohort (n = 51) | ||||
---|---|---|---|---|---|---|
|
|
|||||
Low Rad-score group | High Rad-score group | P | Low Rad-score group | High Rad-score group | P | |
Gender | 0.963 | 0.424 | ||||
Male | 45 | 32 | 18 | 11 | ||
Female | 40 | 28 | 16 | 6 | ||
Age, years | 0.283 | 1.000 | ||||
≤ 60 | 28 | 25 | 12 | 6 | ||
> 60 | 57 | 35 | 22 | 11 | ||
Tumor location | 0.021 | 0.046 | ||||
head | 78 | 47 | 30 | 11 | ||
body and tail | 7 | 13 | 4 | 6 | ||
Maximum diameter of tumor | 0.469 | 0.428 | ||||
≤ 4 cm | 56 | 36 | 18 | 7 | ||
> 4 cm | 29 | 24 | 16 | 10 | ||
Differentiated degree | < 0.001 | 0.015 | ||||
High | 15 | 0 | 7 | 0 | ||
Medium | 59 | 33 | 22 | 9 | ||
Low | 11 | 27 | 5 | 8 | ||
AJCC staging | < 0.001 | 0.038 | ||||
I | 21 | 2 | 7 | 0 | ||
II | 57 | 39 | 24 | 12 | ||
III | 7 | 19 | 3 | 5 | ||
T staging | 0.737 | 0.582 | ||||
T1 | 14 | 10 | 5 | 1 | ||
T2 | 42 | 26 | 13 | 6 | ||
T3 | 29 | 24 | 16 | 10 | ||
N staging | 0.002 | 0.084 | ||||
N0 | 35 | 14 | 14 | 3 | ||
N1 | 42 | 27 | 17 | 9 | ||
N2 | 8 | 19 | 3 | 5 | ||
Vascular invasion | 0.006 | 0.318 | ||||
No | 51 | 22 | 21 | 8 | ||
Yes | 34 | 38 | 13 | 9 | ||
Nerve invasion | 0.070 | 0.003 | ||||
No | 47 | 24 | 25 | 5 | ||
Yes | 38 | 36 | 9 | 12 | ||
BMI (Kg/m2) | 0.106 | 1.000 | ||||
< 24 | 47 | 25 | 18 | 9 | ||
≥ 24 | 38 | 35 | 16 | 8 | ||
CEA (ng/ml) | 0.459 | 0.229 | ||||
≤ 5 | 23 | 13 | 9 | 2 | ||
> 5 | 62 | 47 | 25 | 15 | ||
CA19-9 (U/ml) | 0.011 | 0.320 | ||||
≤ 37 | 45 | 19 | 17 | 6 | ||
> 37 | 40 | 41 | 17 | 11 | ||
Smoking history | 0.849 | 0.294 | ||||
No | 64 | 46 | 21 | 13 | ||
Yes | 21 | 14 | 13 | 4 | ||
Drinking history | 0.916 | 0.834 | ||||
No | 63 | 44 | 23 | 11 | ||
Yes | 22 | 16 | 11 | 6 | ||
Hypertension | 0.358 | 0.824 | ||||
No | 60 | 38 | 25 | 12 | ||
Yes | 25 | 22 | 9 | 5 | ||
Diabetes | 1.000 | 0.375 | ||||
No | 68 | 48 | 26 | 11 | ||
Yes | 17 | 12 | 8 | 6 | ||
Clinical symptoms | 0.333 | 0.739 | ||||
No | 6 | 2 | 3 | 2 | ||
Yes | 79 | 58 | 31 | 15 | ||
Recurrence and/or metastasis | < 0.001 | 0.019 | ||||
No | 69 | 31 | 27 | 8 | ||
Yes | 16 | 29 | 7 | 9 |