Characteristics | Training cohort (n = 153) | Validation cohort (n = 65) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Patients | HHLA2 expression | Patients | HHLA2 expression | |||||||
NO. | % | Low | High | P-value | NO. | % | Low | High | P-value | |
All patients | 153 | 100.0 | 78 | 75 | 65 | 100.0 | 21 | 44 | ||
Age | 0.805 | 0.601 | ||||||||
≤ 60 | 78 | 51.0 | 39 | 39 | 31 | 47.7 | 11 | 20 | ||
> 60 | 75 | 49.0 | 39 | 36 | 34 | 52.3 | 10 | 24 | ||
Liver cirrhosis | 0.199 | 0.486 | ||||||||
Absent | 131 | 85.6 | 64 | 67 | 56 | 86.2 | 19 | 37 | ||
Present | 22 | 14.4 | 14 | 8 | 9 | 13.8 | 2 | 7 | ||
ALBI grade | 0.468 | 0.194 | ||||||||
1 | 122 | 79.7 | 64 | 58 | 39 | 60.0 | 15 | 24 | ||
2 | 31 | 20.3 | 14 | 17 | 26 | 40.0 | 6 | 20 | ||
Tumor size | 0.594 | 0.575 | ||||||||
≤ 5 cm | 64 | 41.8 | 31 | 33 | 37 | 56.9 | 13 | 24 | ||
> 5 cm | 89 | 58.2 | 47 | 42 | 28 | 43.1 | 8 | 20 | ||
Tumor differentiation | 0.833 | 0.368 | ||||||||
I - II | 126 | 82.4 | 65 | 61 | 30 | 46.2 | 8 | 22 | ||
III - IV | 27 | 17.6 | 13 | 14 | 35 | 53.8 | 13 | 22 | ||
Tumor number | 0.885 | 0.894 | ||||||||
Single | 113 | 73.9 | 58 | 55 | 52 | 80.0 | 17 | 35 | ||
Multiple | 40 | 26.1 | 20 | 20 | 13 | 20.0 | 4 | 9 | ||
MVI | 0.066 | 0.119 | ||||||||
Absent | 116 | 75.8 | 64 | 52 | 53 | 81.5 | 19 | 34 | ||
Present | 37 | 24.2 | 14 | 23 | 12 | 18.5 | 2 | 10 | ||
LN metastasis | 0.071 | 0.013 | ||||||||
Absent | 134 | 87.6 | 72 | 62 | 35 | 53.8 | 16 | 19 | ||
Present | 19 | 12.4 | 6 | 13 | 30 | 46.2 | 5 | 25 | ||
CA19–9a | < 0.001 | 0.078 | ||||||||
≤ 37 U/L | 69 | 46.3 | 46 | 23 | 30 | 46.2 | 13 | 17 | ||
> 37 U/L | 80 | 53.7 | 30 | 50 | 35 | 53.8 | 8 | 27 | ||
CEAa | < 0.001 | 0.001 | ||||||||
≤ 5 ng/ml | 121 | 81.2 | 72 | 49 | 36 | 55.4 | 18 | 18 | ||
> 5 ng/ml | 28 | 18.8 | 4 | 24 | 29 | 44.6 | 3 | 26 | ||
AJCC 8th | 0.053 | 0.024 | ||||||||
I-II | 122 | 79.7 | 67 | 55 | 19 | 29.2 | 10 | 9 | ||
IIIa-IIIb | 31 | 20.3 | 11 | 20 | 46 | 70.8 | 11 | 35 |
Abbreviations: ALBI albumin-bilirubin, MVI microvascular invasion, LN lymph node, CEA carcinoembryonic antigen, AJCC American Joint Committee on Cancer; P-value < 0.05 marked in bold font shows statistical significant. aFor 4 patients of the training cohort, the data of CA19–9 and CEA were not available