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Retrospective Study
Copyright ©The Author(s) 2025.
World J Gastrointest Oncol. Dec 15, 2025; 17(12): 113661
Published online Dec 15, 2025. doi: 10.4251/wjgo.v17.i12.113661
Table 1 Clinical characteristics of the primary gastrointestinal diffuse large B-cell lymphoma patients, n (%)
CharacteristicsTotal population (n = 319)Training cohort (n = 223)Validation cohort (n = 96)
P value
Age, years, median (IQR)55 (36, 69)53 (36, 68)59.5 (36.8, 70.2)0.48
Age > 60 years0.62
No166 (52)114 (51.1)52 (54.2)
Yes153 (48)109 (48.9)44 (45.8)
Gender0.62
Male156 (48.9)107 (48)49 (51)
Female163 (51.1)116 (52)47 (49)
ECOG ≥ 20.78
No189 (59.2)131 (58.7)58 (60.4)
Yes130 (40.8)92 (41.3)38 (39.6)
Lugano stage0.79
I146 (45.8)104 (46.6)42 (43.8)
II85 (26.6)57 (25.6)28 (29.2)
IV88 (27.6)62 (27.8)26 (27.1)
Extranodal invasion site ≥ 20.60
No169 (53)116 (52)53 (55.2)
Yes150 (47)107 (48)43 (44.8)
Tumor diameter > 5 cm0.30
No172 (53.9)116 (52)56 (58.3)
Yes147 (46.1)107 (48)40 (41.7)
β2-MG > 2.2 mg/L0.89
No158 (49.5)111 (49.8)47 (49)
Yes161 (50.5)112 (50.2)49 (51)
LDH > 250 U/L0.98
No233 (73)163 (73.1)70 (72.9)
Yes86 (27)60 (26.9)26 (27.1)
IPI0.17
0-296 (30.1)62 (27.8)34 (35.4)
3-5223 (69.9)161 (72.2)62 (64.6)
Immunophenotyping0.11
Non-GCB191 (59.9)140 (62.8)51 (53.1)
GCB128 (40.1)83 (37.2)45 (46.9)
B symptoms0.38
No141 (44.2)95 (42.6)46 (47.9)
Yes178 (55.8)128 (57.4)50 (52.1)
Primary symptom0.38
Abdominal pain73 (22.9)46 (14.4)27 (8.5)
Abdominal distension56 (17.6)36 (11.3)20 (6.3)
Abdominal discomfort49 (15.4)37 (11.6)12 (3.8)
Nausea and vomiting23 (7.2)19 (6)4 (1.3)
Anorexia and weight loss35 (11)28 (8.8)7 (2.2)
Altered bowel habits22 (6.9)15 (4.7)7 (2.2)
Melena21 (6.6)13 (4.1)8 (2.5)
Space occupying lesion in the gastrointestinal tract40 (12.5)29 (9.1)11 (3.4)
Lesion type0.24
Ulceration101 (31.7)65 (29.1)36 (37.5)
Raised92 (28.8)62 (27.8)30 (31.2)
Diffuse73 (22.9)55 (24.7)18 (18.8)
Mixed53 (16.6)41 (18.4)12 (12.5)
Lesion site0.87
Gastric fundus15 (4.7)12 (3.8)3 (0.9)
Gastric body83 (26)58 (18.2)25 (7.8)
Angular cisature68 (21.3)49 (15.4)19 (6)
Gastric antrum59 (18.5)38 (11.9)21 (6.6)
Intestinal duodenum21 (6.6)16 (5)5 (1.6)
Jejunum8 (2.5)6 (1.9)2 (0.6)
Ileum9 (2.8)6 (1.9)3 (0.9)
Ileocecum15 (4.7)12 (3.8)3 (0.9)
Colon41 (12.9)26 (8.2)15 (4.7)
Treatment-modalities0.37
Untreated69 (21.6)49 (22)20 (20.8)
Chemotherapy110 (34.5)71 (31.8)39 (40.6)
Surgery34 (10.7)27 (12.1)7 (7.3)
Chemotherapy + surgery106 (33.2)76 (34.1)30 (31.2)
Tissue origin0.98
Endoscopic biopsies262 (82.1)183 (82.1)79 (82.3)
Surgical tissue51 (16)36 (16.1)15 (15.6)
Abdominal mass puncture tissue6 (1.9)4 (1.8)2 (2.1)
CD100.14
Negative156 (48.9)103 (46.2)53 (55.2)
Positive163 (51.1)120 (53.8)43 (44.8)
BCL-60.13
Negative149 (46.7)98 (43.9)51 (53.1)
Positive170 (53.3)125 (56.1)45 (46.9)
MUM-10.90
Negative191 (59.9)133 (59.6)58 (60.4)
Positive128 (40.1)90 (40.4)38 (39.6)
BCL-20.36
Negative162 (50.8)117 (52.5)45 (46.9)
Positive157 (49.2)106 (47.5)51 (53.1)
C-MYC0.52
Negative165 (51.7)118 (52.9)47 (49)
Positive154 (48.3)105 (47.1)49 (51)
CD50.47
Negative183 (57.4)125 (56.1)58 (60.4)
Positive136 (42.6)98 (43.9)38 (39.6)
EBER0.27
Negative309 (96.9)218 (97.8)91 (94.8)
Positive10 (3.1)5 (2.2)5 (5.2)
Ki-670.26
Negative105 (32.9)71 (31.8)34 (35.4)
Positive214 (67.1)152 (68.2)62 (64.6)
Table 2 Least absolute shrinkage and selection operator coefficient of characteristics
Characteristics
LASSO (minute)
Age > 60 years0.191848352
Gender-0.219651952
ECOG ≥20.360853083
Extranodal invasion site ≥ 2-0.123956342
β2-MG > 2.2 mg/L0.230048478
LDH > 250 U/L0.161655196
B symptoms0.283986826
Lesion type-0.19044022
Tissue origin0.033236256
BCL-6-0.15250168
MUM-10.295835406
BCL-2-0.135437307
CD50.191848352
Table 3 Univariate and multivariate Cox regression analyses of factors associated with overall survival in the training cohort (n = 223)
Characteristic
Category
Univariate analysis
Multivariate analysis
HR (95%CI)
P value
HR (95%CI)
P value
Age (year)≤ 60Reference-Reference-
> 601.49 (1.01-2.21)0.0451.34 (0.90-2.02)0.153
GenderMaleReference-NANA
Female1.27 (0.86-1.89)0.232NANA
ECOG PS ≥ 20-1Reference-Reference-
≥ 21.52 (1.03-2.25)0.0341.52 (0.96-2.41)0.075
Extranodal sites ≥ 2NoReference-NANA
Yes1.00 (0.68-1.48)0.992NANA
β2-MG (mg/L)≤ 2.2Reference-Reference-
> 2.21.56 (1.05-2.31)0.0291.39 (0.91-2.11)0.126
LDH (U/L)≤ 250Reference-Reference-
> 2500.65 (0.44-0.95)0.0280.79 (0.52-1.20)0.266
B symptomsNoReference-Reference-
Yes1.64 (1.08-2.48)0.0191.56 (1.00-2.41)0.048
Lesion typeUlcerativeReference-Reference-
Mixed0.23 (0.10-0.53)< 0.0010.21 (0.09-0.49)< 0.001
Raised1.09 (0.64-1.87)0.7421.14 (0.65-1.98)0.647
Diffuse1.62 (0.99-2.64)0.0531.30 (0.77-2.21)0.331
Tissue originEndoscopic (1)Reference-NANA
Abdominal mass (3)1.27 (0.80-2.01)0.307NANA
Surgical (2)0.81 (0.49-1.34)0.405NANA
BCL-6NegativeReference-NANA
Positive0.72 (0.49-1.07)0.104NANA
MUM-1PositiveReference-Reference-
Negative0.68 (0.46-1.02)0.0620.63 (0.41-0.97)0.034
CD5NegativeReference-NANA
Positive0.73 (0.49-1.09)0.122NANA