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Retrospective Study
©The Author(s) 2025.
World J Gastroenterol. Nov 7, 2025; 31(41): 111256
Published online Nov 7, 2025. doi: 10.3748/wjg.v31.i41.111256
Table 2 Demographics and clinical characteristics at diagnosis of the derivation and validation cohorts according to Ludwig Stage, n (%)

Derivation cohort
Validation cohort
Variables
Early stage (n = 112)
Advanced stage (n = 78)
P value
Early stage (n = 43)
Advanced stage (n = 44)
P value
Female99 (88.4)72 (92.3)0.37637 (86.0)37 (84.1)0.798
Age at diagnosis (years)48 (44-55)56 (49-61)< 0.00151 (46-59)54 (50-64)0.049
UDCA-naïve,82 (73.2)44 (56.4)0.01628(65.1)26 (59.1)0.563
Comorbidity
Sjogren’s syndrome5 (4.5)3 (3.8)1.0002 (4.7)3 (6.8)1.000
Hashimoto’s thyroiditis21 (18.8)17 (21.8)0.60610 (23.3)11 (25.0)0.849
Diabetes8 (7.1)14 (17.9)0.0226 (14.0)7 (15.9)0.798
Hypertension16 (14.3)18 (23.1)0.1209 (20.9)11 (25.0)0.652
Total bilirubin (mg/dL)0.8 (0.6-1.2)1.1 (0.8-2.1)< 0.0010.7 (0.6-0.9)1.3 (0.8-2.4)< 0.001
Albumin (g/dL)4.2 (4.0-4.5)3.7 (3.4-4.2)< 0.0014.4 (4.1-4.7)3.8 (3.2-4.0)< 0.001
ALT (× ULN)1.1 (0.6-1.9)0.8 (0.5-1.6)0.1180.6 (0.4-1.4)0.9 (0.5-1.6)0.209
AST (× ULN)1.2 (0.8-1.9)1.4 (0.9-2.9)0.0350.7 (0.5-1.5)1.5 (0.9-2.5)< 0.001
ALP (× ULN)1.4 (0.8-2.2)1.3 (0.8-2.4)0.7610.8 (0.6-1.3)1.6 (0.9-2.0)0.002
GGT (× ULN)3.1 (1.4-5.7)2.1 (0.9-6.2)0.4841.9 (0.7-3.6)3.4 (1.7-6.8)0.012
IgG (g/L)14.5 (12.3-16.9)17.2 (13.7-22.2)< 0.00112.6 (11.3-15.3)16.8 (13.9-23.9)< 0.001
IgM (g/L)3.19 (2.07-4.63)3.01 (1.66-4.20)0.7342.2 (1.3-3.8)2.9 (1.7-5.3)0.094
Platelet count (× 109/L)223 (173-285)121 (88-165)< 0.001242 (195-293)130 (93-189)< 0.001
ANA61 (54.5)52 (66.7)0.09224 (55.8)30 (68.2)0.235
AMA/AMA-M268 (60.7)49 (62.8)0.76923 (53.5)30 (68.2)0.160
Anti-gp210 28 (29.8)127 (38.0)20.26612 (27.9)19 (43.2)0.137
Anti-sp10016 (17.0)19 (12.7)20.4414 (9.3)7 (15.9)0.354
Hyaluronic acid (ng/mL)82.6 (62.5-122.1)102.5 (78.5-132.1)0.09560.4 (31.0-87.4)107.3 (77.2-276.6)0.008
Serum fibrotic markers
FIB-41.49 (1.06-2.13)4.17 (2.49-6.88)< 0.0011.20 (0.78-1.81)4.27 (2.49-6.80)< 0.001
APRI0.59 (0.33-0.91)1.25 (0.69-2.33)< 0.0010.30 (0.18-0.68)1.23 (0.70-2.08)< 0.001
AAR0.91 (0.70-1.15)1.29 (1.05-1.91)< 0.0010.90 (0.70-1.14)1.32 (0.89-1.86)< 0.001
GPR1.98 (0.75-3.38)2.28 (1.16-5.74)0.0191.02 (0.35-2.65)3.59 (1.72-6.40)< 0.001
MRS3.82 (3.39-4.24)4.81 (4.19-5.55)< 0.0013.71 (3.44-4.14)4.90 (4.38-5.83)< 0.001
LSM (kPa)7.0 (5.7-9.1)21.3 (14.1-30.8)< 0.0016.2 (5.1-7.8)23.2 (16.5-43.6)< 0.001
BMI (kg/m2)22.9 (20.3-25.2)22.0 (20.3-25.3)0.65322.9 (22.6-24.7)21.4 (19.5-23.3)0.008


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