Retrospective Study
Copyright ©The Author(s) 2024.
World J Gastroenterol. Mar 28, 2024; 30(12): 1727-1738
Published online Mar 28, 2024. doi: 10.3748/wjg.v30.i12.1727
Table 1 Baseline characteristics of patients in the training and validation cohorts of hepatocellular carcinoma patients
Characteristic
Total (n = 283)
Training cohort (n = 189)
Validation cohort (n = 94)
P value
Age (yr)52.71 ± 11.1552.86 ± 11.6552.43 ± 10.120.760
Gender, n (%)0.467
Male241 (85.2)163 (86.2)78 (83.0)
Female42 (14.8)26 (13.8)16 (17.0)
Sarcopenia, n (%)91 (32.2)54 (28.6)37 (39.4)0.067
Liver cirrhosis, n (%)169 (59.7)105 (55.6)64 (68.1)0.053
MVI, n (%)126 (44.5)89 (47.1)37 (39.6)0.218
Tumor differentiation, n (%)0.530
Poor56 (19.8)33 (17.5)23 (24.5)
Moderate128 (45.2)81 (42.9)47 (50.0)
Well99 (35.0)75 (39.6)24 (25.5)
Liver capsular invasion160 (56.5)112 (59.3)45 (51.1)0.190
Maximum diameter of tumor, n (%)0.062
≤ 3 cm72 (25.4)40 (21.2)32 (34.0)
3-5 cm62 (21.9)43 (22.8)19 (20.2)
> 5 cm149 (52.7)106 (56.1)43 (45.7)
HBV-DNA, n (%)0.130
< 2000 IU/mL173 (61.1)127(67.2)46 (48.9)
≥ 2000 IU/mL110 (38.9)62 (32.8)48 (51.1)
AFP ≥ 40 ng/mL158 (55.8)106 (56.1)52 (55.3)0.903
ALT, U/L36 (26-58)36 (26-51.75)38.5 (26.75-63.5)0.191
Total bilirubin (mmol/L)14.80 (11.15-22.02)14.80 (11.15-22.02)19.8 (11.95-30.4)0.051
Albumin, g/L40.2 (35.80-43.70)40.52 (35.43-43.98)40.2 (36.32-43.02)0.796
INR1.02 (0.95-1.09)1.01 (0.94-1.08)1.04 (0.96-1.12)0.146
Leukocyte, 109/L5.49 (4.24-7.14)5.38 (4.37-6.49)6.13 (4.04-8.05)0.054
PLT, 109/L154 (105-207)162 (109-220)137 (94-185)0.012
Recurrence144 (50.9)104 (55)40 (42.6)0.221
Table 2 Baseline characteristics of and biochemical data of hepatocellular carcinoma patients in the training cohort
Characteristic
Total (n = 189)
Recurrence group (n = 104)
Non-recurrence group (n = 85)
P value
Age (yr)52.86 ± 11.6551.92 ± 11.4254 ± 11.880.751
Gender, n (%)0.579
Male163 (86.2)91 (87.5)72 (84.7)
Female26 (13.8)13 (12.5)13 (15.3)
Sarcopenia, n (%)54 (28.6)36 (66.7)18 (33.3)0.042
Liver cirrhosis, n (%)105 (55.6)55 (52.4)50 (47.6)0.414
MVI, n (%)89 (47.1)56 (62.9)33 (37.1)0.04
Tumor differentiation, n (%)0.008
Poor33 (17.5)22 (66.7)11 (33.3)
Moderate81 (42.9)51 (63.0)30 (37.0)
Well75 (39.6)31 (41.3)44 (58.7)
Liver capsular invasion112 (59.3)67 (59.8)45 (40.2)0.11
Maximum diameter of tumor, n (%)0.003
≤ 3 cm40 (21.2)16 (40.0)25 (60.0)
3-5 cm43 (22.8)18 (41.9)25 (58.1)
> 5 cm106 (56.1)70 (66.0)38 (34.0)
HBV-DNA, n (%)0.002
< 2000 IU/mL127 (67.2)60 (47.2)67 (52.8)
≥ 2000 IU/mL62 (32.8)44 (71.0)20 (29.0)
AFP ≥ 40 ng/mL106 (56.1)70 (66.0)36 (34.0)0.001
ALT, U/L36 (26-51.75)36 (28-52.75)36 (22.25-51)0.481
Total bilirubin (mmol/L)14.80 (11.15-22.02)15.90 (12.15-23.15)14.3 (10.55-19.70)0.051
Albumin, g/L40.52 (35.43-43.98)39.05 (34.65-43.5)41 (36.62-44.48)0.096
INR1.01 (0.94-1.08)1.0 (0.95-1.07)1.01 (0.93-1.09)0.846
Leukocyte, 109/L5.38 (4.37-6.49)5.38 (4.24-6.79)5.39 (4.5-6.36)0.921
PLT, 109/L162 (109-220)147 (100-200)176 (116-234)0.056
Table 3 Univariate and multivariate Cox proportional hazard models of hepatocellular carcinoma recurrence after hepatectomy involving whether pathological factors in the training cohort
Variable
Univariate analysis
Multivariate analysis without pathological factors
Multivariate analysis with pathological factors
HR
95%CI
P value
HR
95%CI
P value
HR
95%CI
P value
Male1.0380.58-1.8580.9
Age (yr)0.9910.975-1.0070.255
Sarcopenia1.611.073-2.4160.0221.8141.196-2.7510.0051.8191.199-2.7590.005
Liver cirrhosis (yes, no)0.8880.593-1.3280.562
Liver capsular invasion1.2890.863-1.9270.215
ALT (U/L)10.997-1.0020.746
Total bilirubin (mmol/L)0.9940.975-1.0140.577
Albumin (g/L)0.9710.942-1.0010.061
INR1.0550.951-1.1710.312
MVI1.6631.13-2.4490.01
Tumor differentiation
WellRef.
Moderate1.7641.127-2.760.013
Poor1.931.115-3.340.019
Maximum diameter of tumor
≤ 3 cmRef.Ref.Ref.
3-5 cm1.0630.542-2.0870.8581.1340.576-2.2330.7151.1510.585-2.2680.684
> 5 cm2.2021.277-3.7960.0052.2861.322-3.9520.0032.2281.288-3.8520.004
HBV-DNA
< 2000 IU/mLRef.Ref.Ref.
≥ 2000 IU/mL2.0071.358-2.966< 0.0012.1911.468-3.272< 0.0012.1621.45-3.223< 0.001
AFP ≥ 40 ng/mL1.921.269-2.9040.0022.0321.322-3.952< 0.0011.8231.198-2.7730.005