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Retrospective Cohort Study
Copyright: ©Author(s) 2026.
World J Gastroenterol. Oct 28, 2026; 32(40): 120447
Published online Oct 28, 2026. doi: 10.3748/wjg.120447
Table 1 Comparison of clinical data of patients, n (%)
Characteristic
Total (n = 101)
Age (year), median (IQR)63 (54-71)
Sex
    Male54 (53.5)
    Female47 (46.5)
ECOG PS
    038 (37.6)
    163 (62.4)
Primary tumor site
    Stomach83 (82.2)
    Gastroesophageal junction18 (17.8)
Disease stage
    Locally advanced14 (13.9)
    Metastatic87 (86.1)
Chemotherapy regimen
    Platinum-doublet (SOX/XELOX)48 (47.5)
    Taxane-based53 (52.5)
BMI (kg/m2), median (IQR)22.2 (19.6-23.2)
Tumor markers
    AFP elevated6 (5.9)
    CEA elevated51 (50.5)
    CA19-9 elevated51 (50.5)
    CA12-5 elevated12 (11.9)
    CA72-4 elevated62 (61.4)
Molecular markers
    PD-L1 positive80 (79.2)
    EBV positive8 (7.9)
    dMMR3 (3)
Cytokines (binary)
    IL-4 high41 (40.6)
    IL-6 high33 (32.7)
    IL-8 high62 (61.4)
    IL-10 high38 (37.6)
    IL-17 high51 (50.5)
Cytokines (pg/mL), median (IQR)
    IL-40.32 (0.29-0.35)
    IL-62.10 (2.05-2.15)
    IL-814.20 (9.00-19.30)
    IL-103.20 (2.30-4.40)
    IL-173.30 (2.85-3.65)
Table 2 Receiver operating characteristic area under the curve for prediction of death in patients before immunotherapy by of cell factors
Index
AUC (95%CI)
Cut-off point
Sensitivity (%)
Specificity (%)
IL-40.678 (0.558-0.798)0.3495.053.7
IL-60.651 (0.540-0.762)2.1273.365.9
IL-80.667 (0.542-0.793)9.0994.251.3
IL-100.779 (0.665-0.894)4.1091.775.6
IL-170.654 (0.538-0.771)3.0397.639.0
Table 3 Comparison of cytokine distribution with different clinical characteristics, n (%)
Characteristic
IL-4
IL-6
IL-8
IL-10
IL-17
Low (n = 60)
High (n = 41)
P value
Low (n = 68)
High (n = 33)
P value
Low (n = 39)
High (n = 62)
P value
Low (n = 63)
High (n = 38)
P value
Low (n = 50)
High (n = 51)
P value
Age (year), median (Q1, Q3)61.00 (52.00, 69.00)66.00 (55.00, 71.00)0.24560.50 (51.75, 66.25)66.00 (61.00, 79.00)0.00164.00 (54.00, 75.00)61.50 (53.25, 69.00)0.47860.00 (50.50, 66.50)66.00 (60.25, 75.50)0.00262.00 (54.00, 70.50)65.00 (53.00, 70.00)0.636
BMI (kg/m2), median (Q1, Q3)21.63 (19.55, 22.90)22.22 (20.31, 23.66)0.22521.79 (19.56, 23.18)22.60 (20.31, 23.01)0.49822.22 (19.32, 23.18)22.22 (20.11, 23.14)0.48522.22 (19.53, 23.18)21.70 (20.31, 22.66)0.87221.70 (19.51, 22.76)22.41 (19.83, 23.18)0.392
ECOG0.5510.2580.5760.90.190
    024 (40.00)14 (34.15)23 (33.82)15 (45.45)16 (41.03)22 (35.48)24 (38.10)14 (36.84)22 (44.00)16 (31.37)
    136 (60.00)27 (65.85)45 (66.18)18 (54.55)23 (58.97)40 (64.52)39 (61.90)24 (63.16)28 (56.00)35 (68.63)
Sex0.7080.4850.9510.4880.489
    Male33 (55.00)21 (51.22)38 (55.88)16 (48.48)21 (53.85)33 (53.23)32 (50.79)22 (57.89)25 (50.00)29 (56.86)
    Female27 (45.00)20 (48.78)30 (44.12)17 (51.52)18 (46.15)29 (46.77)31 (49.21)16 (42.11)25 (50.00)22 (43.14)
Tumor site0.0510.6250.6120.510.277
    Stomach53 (88.33)30 (73.17)55 (80.88)28 (84.85)33 (84.62)50 (80.65)53 (84.13)30 (78.95)39 (78.00)44 (86.27)
    Gastroesophageal junction7 (11.67)11 (26.83)13 (19.12)5 (15.15)6 (15.38)12 (19.35)10 (15.87)8 (21.05)11 (22.00)7 (13.73)
Stage0.8530.2030.810.1780.592
    Local ate stage8 (13.33)6 (14.63)12 (17.65)2 (6.06)5 (12.82)9 (14.52)11 (17.46)3 (7.89)6 (12.00)8 (15.69)
    Distant transfer52 (86.67)35 (85.37)56 (82.35)31 (93.94)34 (87.18)53 (85.48)52 (82.54)35 (92.11)44 (88.00)43 (84.31)
AFP0.4230.628110.656
    High5 (8.33)1 (2.44)3 (4.41)3 (9.09)2 (5.13)4 (6.45)4 (6.35)2 (5.26)4 (8.00)2 (3.92)
    Normal55 (91.67)40 (97.56)65 (95.59)30 (90.91)37 (94.87)58 (93.55)59 (93.65)36 (94.74)46 (92.00)49 (96.08)
CEA0.9040.5710.3460.9380.922
    High30 (50.00)21 (51.22)33 (48.53)18 (54.55)22 (56.41)29 (46.77)32 (50.79)19 (50.00)25 (50.00)26 (50.98)
    Normal30 (50.00)20 (48.78)35 (51.47)15 (45.45)17 (43.59)33 (53.23)31 (49.21)19 (50.00)25 (50.00)25 (49.02)
CA1990.7760.0660.90.0480.135
    High31 (51.67)20 (48.78)30 (44.12)21 (63.64)20 (51.28)31 (50.00)27 (42.86)24 (63.16)29 (58.00)22 (43.14)
    Normal29 (48.33)21 (51.22)38 (55.88)12 (36.36)19 (48.72)31 (50.00)36 (57.14)14 (36.84)21 (42.00)29 (56.86)
CA1250.3080.783110.563
    High5 (8.33)7 (17.07)9 (13.24)3 (9.09)5 (12.82)7 (11.29)7 (11.11)5 (13.16)5 (10.00)7 (13.73)
    Normal55 (91.67)34 (82.93)59 (86.76)30 (90.91)34 (87.18)55 (88.71)56 (88.89)33 (86.84)45 (90.00)44 (86.27)
CA7240.6270.5840.6930.3260.777
    High38 (63.33)24 (58.54)43 (63.24)19 (57.58)23 (58.97)39 (62.90)41 (65.08)21 (55.26)30 (60.00)32 (62.75)
    Normal22 (36.67)17 (41.46)25 (36.76)14 (42.42)16 (41.03)23 (37.10)22 (34.92)17 (44.74)20 (40.00)19 (37.25)
PD-L10.083< 0.0010.341< 0.0010.096
    CPS < 59 (15.00)12 (29.27)4 (5.88)17 (51.52)10 (25.64)11 (17.74)4 (6.35)17 (44.74)7 (14.00)14 (27.45)
    CPS ≥ 551 (85.00)29 (70.73)64 (94.12)16 (48.48)29 (74.36)51 (82.26)59 (93.65)21 (55.26)43 (86.00)37 (72.55)
EBV1.0001.0000.2290.7090.282
    No55 (91.67)38 (92.68)63 (92.65)30 (90.91)38 (97.44)55 (88.71)59 (93.65)34 (89.47)48 (96.00)45 (88.24)
    Yes5 (8.33)3 (7.32)5 (7.35)3 (9.09)1 (2.56)7 (11.29)4 (6.35)4 (10.53)2 (4.00)6 (11.76)
MMR0.5990.8590.3330.4841.000
    pMMR57 (95.00)37 (90.24)64 (94.12)30 (90.91)38 (97.44)56 (90.32)60 (95.24)34 (89.47)47 (94.00)47 (92.16)
    dMMR3 (5.00)4 (9.76)4 (5.88)3 (9.09)1 (2.56)6 (9.68)3 (4.76)4 (10.53)3 (6.00)4 (7.84)
Chemotherapy regimen0.5390.2070.8270.6840.689
    Platinum-doublet (SOX/XELOX)27 (45.0)21 (51.2)30 (44.1)10 (30.3)18 (46.2)30 (48.4)31 (49.2)17 (44.7)25 (50.0%)23 (45.1%)
    Taxane- based33 (55.0)20 (48.8)38 (55.9)23 (69.7)21 (53.8)32 (51.6)32 (50.8)21 (55.3)25 (50.0%)28 (54.9%)
Table 4 Single factor Cox proportional hazards regression analysis of progression-free survival and overall survival
VariablePFS
OS
HR (95%CI)
P value
HR (95%CI)
P value
Age (per year)1.03 (1.01-1.05)0.0111.01 (0.99-1.03)0.388
Sex (female vs male)0.87 (0.56-1.35)0.5260.63 (0.37-1.08)0.092
ECOG PS (1 vs 0)0.89 (0.56-1.41)0.6231.04 (0.59-1.81)0.899
Tumor site: GEJ vs gastric1.21 (0.69-2.1)0.5050.89 (0.45-1.76)0.734
Stage: Metastatic vs LA1.18 (0.62-2.26)0.6070.8 (0.4-1.58)0.516
Chemo: Taxane vs platinum1.02 (0.65-1.58)0.9450.85 (0.51-1.43)0.538
BMI (per unit)1.02 (0.95-1.1)0.5430.99 (0.91-1.08)0.832
AFP: Elevated vs normal0.97 (0.39-2.4)0.9440.82 (0.29-2.28)0.697
CEA: Elevated vs normal1.16 (0.74-1.81)0.5121.14 (0.68-1.92)0.609
CA199: Elevated vs normal1.33 (0.85-2.08)0.2070.92 (0.55-1.55)0.761
CA125: Elevated vs normal0.8 (0.4-1.6)0.5261.02 (0.46-2.25)0.965
CA724: Elevated vs normal0.99 (0.64-1.55)0.9781.09 (0.64-1.84)0.761
PD-L1: Positive vs negative0.1 (0.05-0.19)< 0.0010.11 (0.05-0.25)< 0.001
EBV: Positive vs negative2.26 (1.08-4.75)0.0312.8 (1.17-6.69)0.020
MMR: DMMR vs pMMR2.49 (0.77-8.06)0.1271.93 (0.47-8.03)0.364
IL-4: High vs low1.36 (0.87-2.1)0.1741.06 (0.63-1.8)0.814
IL-6: High vs low8.12 (4.16-15.85)< 0.0017.32 (3.46-15.51)< 0.001
IL-8: High vs low1.14 (0.73-1.79)0.5551.55 (0.9-2.66)0.112
IL-10: High vs low10 (5.07-19.72)< 0.0018.26 (3.95-17.27)< 0.001
IL-17: High vs low3.72 (2.19-6.31)< 0.0015.8 (3.08-10.92)< 0.001
Table 5 Multivariable firth-penalized Cox regression for progression-free survival
Variable
HR (95%CI)
P value
IL-6: High vs low3.82 (1.84-8.15)< 0.001
IL-10: High vs low4.38 (1.97-9.94)< 0.001
IL-17: High vs low1.94 (1.03-3.65)0.041
Chemo regimen: Taxane vs platinum-doublet1.13 (0.71-1.79)0.605
PD-L1: Positive vs negative0.35 (0.17-0.73)0.006
Table 6 Multivariable firth-penalized Cox regression for overall survival
Variable
HR (95%CI)
P value
IL-10: High vs low3.35 (1.45-7.81)0.005
IL-17: High vs low3.94 (1.93-8.11)< 0.001
Chemo regimen: Taxane vs platinum-doublet0.87 (0.5-1.5)0.623
PD-L1: Positive vs negative0.32 (0.14-0.77)0.012
EBV: Positive vs negative2.9 (1.09-6.73)0.034


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