Retrospective Study
Copyright ©The Author(s) 2020.
World J Gastrointest Oncol. Apr 15, 2020; 12(4): 467-482
Published online Apr 15, 2020. doi: 10.4251/wjgo.v12.i4.467
Table 1 Baseline characteristics of included patients
VariablesAll patients (n = 530)Derivation cohort (n = 265)Validation cohort (n = 265)P value
Patient factors/laboratory parameters
Age, yr57.2 (10.7)57.9 (10.5)56.5 (10.8)0.131
Male gender, n (%)256 (48.3)134 (50.6)122 (46.0)0.339
HBsAg (positive), n (%)153 (29.0)80 (30.3)73 (27.7)0.565
Hepatolithiasis, n (%)89 (16.8)42 (15.6)47 (17.9)0.487
CA-199 < 22, n (%)150 (29.0)77 (30.0)73 (28.0)0.738
Platelet178 (72)179 (73)177 (71)0.778
Neutrophil4.6 (2.1)4.6 (2.3)4.6 (2.0)0.976
Lymphocyte1.6 (0.9)1.6 (1.2)1.6 (0.5)0.641
NLR3.38 (2.95)3.34 (2.22)3.42 (3.54)0.746
PLR126 (68)127 (65)125 (70)0.716
SII612 (635)605 (495)619 (751)0.803
Histological and gross features of tumors
Tumor size, cm6.0 (2.7)6.0 (2.7)6.0 (2.7)0.783
Solitary tumor, n (%)373 (70.4)196 (74.0)177 (66.8)0.087
Well tumor differentiation, n (%)22 (4.2)11 (4.2)11 (4.2)1.000
Macrovascular invasion, n (%)123 (23.2)71 (26.8)52 (19.6)0.064
Microvascular invasion, n (%)54 (10.2)27 (10.2)27 (10.2)1.000
Node positive, n (%)129 (24.3)61 (23.0)68 (25.7)0.544
Perineural invasion, n (%)80 (15.1)38 (14.3)42 (15.8)0.716
TNM stage, n (%)0.902
IA63 (11.9)33 (12.5)30 (11.3)
IB38 (7.2)21 (7.9)17 (6.4)
II56 (10.6)26 (9.8)30 (11.3)
IIIA242 (45.7)122 (46.0)120 (45.3)
IIIB131 (24.7)63 (23.8)68 (25.7)
Follow-up, median (range)18.0 (1.0-115.4)18.2 (1.0-115.4)17.8 (1.2-104.5)
Table 2 Correlation between systemic immune-inflammation index and clinicopathological characteristics in derivation and validation cohort
VariablesDerivation
Validation
SII ≤ 450SII > 450P valueSII ≤ 450SII > 450P value
Total patients123142130135
Age, yr57.89 (9.5)57.98 (11.3)0.94357.79 (10.7)55.41 (10.9)0.074
Male gender, n (%)67 (54.5)67 (47.2)0.26861 (46.9)61 (45.2)0.806
HBsAg, n (%)45 (36.9)35 (24.6)0.03339 (30.2)34 (25.2)0.413
Hepatolithiasis, n (%)15 (12.2)27 (19.0)0.16422 (16.9)25 (18.5)0.758
CA-199 < 22, n (%)40 (33.1)37 (27.2)0.01045 (34.9)28 (21.2)0.002
Platelet139 (45)214 (75)< 0.001141 (50)213 (70)< 0.001
Neutrophil3.34 (1.0)5.65 (2.5)< 0.0013.46 (1.3)5.66 (1.9)< 0.001
Lymphocyte1.81 (1.7)1.43 (0.5)0.0091.73 (0.5)1.41 (0.5)< 0.001
Tumor size, cm5.2 (2.3)6.5 (2.9)< 0.0015.40 (2.2)6.36 (3.0)0.007
Solitary tumor, n (%)99 (80.5)97 (68.3)0.02592 (70.8)86 (63.0)0.197
Well tumor differentiation, n (%)7 (5.7)4 (2.8)0.3578 (6.2)3 (2.2)0.110
Macrovascular invasion, n (%)33 (26.8)38 (26.8)1.00023 (17.7)29 (21.5)0.449
Microvascular invasion, n (%)12 (9.8)15 (10.6)0.8449 (6.9)18 (13.3)0.103
Node positive, n (%)20 (16.3)41 (28.9)0.02027 (20.8)41 (30.4)0.089
Perineural invasion, n (%)19 (15.4)19 (13.4)0.73222 (16.9)20 (14.8)0.745
TNM stage, n (%)0.0170.123
IA22 (17.9)11 (7.7)16 (12.3)14 (10.4)
IB11 (8.9)10 (7.0)8 (6.2)9 (6.7)
II14 (11.4)12 (8.5)11 (8.5)19 (14.1)
IIIA56 (45.5)66 (46.5)68 (52.3)52 (38.5)
IIIB20 (16.3)43 (30.3)27 (20.8)41 (30.4)
Table 3 Univariate analysis in the derivation cohort
VariablesOverall survival
Recurrence-free survival
HR95%CIP valueHR95%CIP value
Age, yr (> 60/≤ 60)0.9170.669-1.2580.5920.9980.749-1.3300.991
Gender (F/M)0.7470.546-1.0230.0690.7910.594-1.0520.107
HBsAg1.3470.966-1.8780.0791.2890.947-1.7530.106
Hepatolithiasis1.7751.179-2.6750.0061.3570.913-2.0180.131
CA-199 (≥ 22/< 22)1.6311.122-2.3700.0101.3570.981-1.8760.065
Tumor size (≥ 5/< 5)1.1710.853-1.6080.3281.3591.016-1.8180.039
Tumor number (multiple/single)1.6861.204-2.3620.0021.9531.436-2.658< 0.001
Tumor differentiation (moderate-poor/well)5.3261.318-21.5190.0194.4981.434-14.1100.010
Macrovascular invasion1.0760.753-1.5380.6881.0140.756-1.4530.776
Microvascular invasion1.6831.062-2.6670.0272.0221.325-3.0880.001
Node positive2.6961.928-3.769< 0.0011.9551.424-2.684< 0.001
Perineural invasion1.1740.832-1.6560.3601.4430.976-2.1340.066
TNM stage (III/I-II)1.6631.090-2.5390.0181.5291.130-2.0680.006
NLR (> 2.65/≤ 2.65)1.6091.171-2.2120.0031.4821.111-1.9780.007
PLR (> 110/≤ 110)1.4821.069-2.0550.0181.3250.989-1.7760.060
SII (> 450/≤ 450)1.7741.285-2.449< 0.0011.4551.088-1.9460.011
Table 4 Multivariate analysis in the derivation cohort
VariablesOverall survival
Recurrence-free survival
HR95%CIP valueHR95%CIP value
Hepatolithiasis1.3480.870-2.0880.182
CA-199 (≥ 22/< 22)1.4580.979-2.1700.064
Tumor size (≥ 5/<5)0.8730.556-1.3710.555
Tumor number (multiple/single)1.6661.140-2.4340.0081.6791.200-2.3480.002
Tumor differentiation (moderate-poor/well)3.0610.739-12.6750.1232.8130.877-9.0220.082
Microvascular invasion0.9380.556-1.5820.809
Node positive2.3771.586-3.562< 0.0011.8811.316-2.6880.001
TNM stage (III/I-II)0.6820.456-1.0220.0640.7560.527-1.0850.129
SII (> 450/≤ 450)1.7741.245-2.5280.0021.3851.005-1.9090.046