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Retrospective Study
Copyright ©The Author(s) 2025.
World J Gastrointest Surg. Oct 27, 2025; 17(10): 110801
Published online Oct 27, 2025. doi: 10.4240/wjgs.v17.i10.110801
Table 1 Characteristics of training and validation cohorts
Clinicopathologic factors
Training set
P value
Validation set
P value
Score 0
Score 1
Score 2
Statistic
Score 0
Score 1
Score 2
Statistic
Sexχ² = 6.850.033χ² = 5.660.059
Male1252451995011380
Female576560262922
Age (years)χ² = 1.460.481χ² = 3.800.15
≤ 65112190147517658
> 6570120112256644
Surgical approach-0.176-0.03
Open1542772346312988
Laparoscopic27322281114
Robotic131520
Tumor locationχ² = 8.540.074χ² = 0.740.946
Cardia and fundus of stomach98160123366748
Gastric body276468132421
Pylorus578668275133
Tumor siteχ² = 13.260.103-0.072
Lesser curvature side1482461936711477
Greater curvature side2031235197
Anterior wall71515136
Posterior wall31416148
Total stomach4412224
Pathological typeχ² = 0.100.952χ² = 0.950.622
Adenocarcinoma1732932467113695
Others91713567
Differentiation degree-0.1751-0.196
Poorly differentiated130235177609268
Moderately differentiated507281164833
Highly differentiated231021
Tumor sizeχ² = 68.59< 0.001χ² = 2.260.323
≤ 51432311195210264
> 53979140244038
T stageχ² = 28.96< 0.001χ² = 13.330.038
T1375821193113
T222311514198
T31540278138
T4108181196357973
N stageχ² = 10.620.101χ² = 13.840.031
N07312983436438
N132514273317
N2386352101915
N3396782162632
Neutrophil-to-lymphocyte ratioχ² = 183.54< 0.001χ² = 80.27< 0.001
≤ 2.981812761327612651
> 2.9813412701651
Systemic immune-inflammation indexχ² = 344.47< 0.001χ² = 153.51< 0.001
≤ 560.54182267687612526
> 560.5404319101776
Carcinoembryonic antigenχ² = 2.390.303χ² = 2.060.358
≤ 4.021302111675210668
> 4.02529992243634
Table 2 Univariate and multivariate analyses for predicting the survival outcomes of the training cohort
Clinicopathologic factorsUnivariate analysis
Multivariate analysis
Exp(B)
95.0%CI of Exp(B)
P value
Exp(B)
95.0%CI of Exp(B)
P value
Sex0.961 0.749-1.233 0.752
Age1.431 1.157-1.770 0.001 1.364 1.098-1.693 0.005
Surgical approach0.396
Open1.000
Laparoscopic0.788 0.545-1.140 0.206
Robotic0.730 0.234-2.276 0.587
Tumor location0.023 0.058
Cardia and fundus of stomach1.000 1.000
Gastric body1.257 0.965-1.638 0.090 1.386 1.056-1.818 0.019
Pylorus0.825 0.639-1.066 0.141 1.176 0.899-1.537 0.237
Tumor site0.419
Lesser curvature side1.000
Greater curvature side1.242 0.891-1.732 0.201
Anterior wall0.638 0.340-1.200 0.164
Posterior wall1.004 0.587-1.719 0.987
Total stomach1.107 0.570-2.151 0.764
Pathological type0.834 0.505-1.378 0.479
Differentiation degree0.202
Poorly differentiated1.000
Moderately differentiated0.800 0.627-1.022 0.074
Highly differentiated0.000 0.000-2.60E+1070.933
Tumor size2.345 1.896-2.901 0.000 1.283 1.014-1.623 0.038
T stage0.000 0.000
T11.000 1.000
T22.176 1.057-4.480 0.035 1.699 0.820-3.523 0.154
T34.776 2.514-9.075 0.000 2.468 1.261-4.830 0.008
T47.137 4.092-12.449 0.000 3.480 1.924-6.296 0.000
N stage0.000 0.000
N01.000 1.000
N12.116 1.474-3.037 0.000 1.508 1.040-2.186 0.030
N23.214 2.321-4.449 0.000 2.064 1.470-2.897 0.000
N34.777 3.564-6.403 0.000 2.491 1.805-3.440 0.000
Systemic inflammation response index-platelet-to-lymphocyte ratio0.000 0.013
01.000 1.000
11.421 1.040-1.943 0.028 1.444 1.051-1.982 0.023
22.297 1.691-3.120 0.000 1.759 1.204-2.571 0.004
Neutrophil-to-lymphocyte ratio1.463 1.153-1.857 0.002 0.912 0.677-1.229 0.545
Systemic immune-inflammation index1.669 1.343-2.074 0.000 1.037 0.750-1.434 0.825
Carcinoembryonic antigen2.512 2.030-3.109 0.000 2.049 1.643-2.556 0.000