Case Control Study
Copyright ©The Author(s) 2023.
World J Gastrointest Surg. Jul 27, 2023; 15(7): 1340-1353
Published online Jul 27, 2023. doi: 10.4240/wjgs.v15.i7.1340
Table 1 Baseline characteristics

Before PSM
After PSM
HCC (n = 141)
cHCC-CC (n = 111)
P value
HCC (n = 70)
cHCC-CC (n = 70)
P value
Donor
Sex (male)89 (63.1)69 (62.2)0.89647 (67.1)45 (64.3)0.859
Age (yr)30 (16-68)32 (11-60)0.21727 (16-63)33 (11-58)0.048
Body mass index (kg/m2)23.1 (17.3-36.3)23.0 (17.6-35.7)0.67923.3 (17.3-36.3)23.5 (18.1-32.9)0.839
Recipient
Sex (male)127 (90.1)95 (85.6)0.32965 (92.9)60 (85.7)0.274
Age (yr)56 (37-70)54 (31-66)0.02755 (37-60)57 (31-66)0.125
Body mass index (kg/m2)24.3 (17.3-36.7)24.0 (18.7-35.0)0.3523.9 (18.3-34.6)24.1 (18.7-35.0)0.94
Underlying liver disease0.6390.223
HBV123 (87.2)91 (82.0)63 (90.0)56 (80.0)
HCV6 (4.3)5 (4.5)2 (2.9)2 (2.9)
NBNC6 (4.3)8 (7.2)1 (1.4)6 (8.6)
Alcoholic6 (4.3)7 (6.3)4 (5.7)6 (8.6)
Diabetes27 (19.1)25 (22.5)0.53413 (18.6)16 (22.9)0.677
Hypertension17 (12.1)14 (12.6)0.8946 (8.6)7 (10.0)0.771
Child-Pugh class0.6130.914
A66 (46.8)46 (40.5)30 (42.9)30 (42.9)
B44 (31.2)43 (38.7)24 (34.3)25 (35.7)
C31 (22.0)23 (20.7)16 (22.9)15 (21.4)
MELD10 (6-35)11 (6-40)0.45511 (6-33)11 (6-40)0.82
WBC (/mL)3300 (1050-16120)3500 (1100-14300)0.153325 (1050-16120)3510 (1100-10700)0.098
Hemoglobin (g/dL)12.4 (6.0-16.7)11.7 (5.9-16.4)0.02612.2 (7.3-15.5)11.9 (7.0-15.9)0.461
Platelets (1000/mL)72000 (16000-233000)43000 (26000-223000)< 0.00164500 (21000-233000)42000 (26000-200000)< 0.001
INR1.20 (093-5.21)1.25 (0.90-5.98)0.1831.21 (0.94-3.68)1.23 (0.90-5.98)0.91
Albumin (g/dL)3.7 (2.4-4.8)3.1 (1.8-4.7)< 0.0013.7 (2.4-4.8)3.4 (1.8-4.7)0.032
Total bilirubin (mg/dL)1.2 (0.3-32.9)1.5 (0.3-42.1)0.0781.3 (0.4-32.9)1.4 (0.3-42.1)0.778
AST (U/L)37 (16-229)42 (10-1387)0.06338 (16-192)44 (10-1387)0.137
ALT (U/L)28 (7-205)28 (6-1249)0.43726 (7-205)29 (6-1249)0.626
ALP (U/L)90 (29-891)102 (30-653)0.013100 (29-486)98 (30-653)0.423
Creatinine (mg/dL)0.82 (0.44-1.75)0.77 (0.20-4.58)0.0490.82 (0.57-1.38)0.76 (0.20-4.58)0.03
Table 2 Pretransplant treatments, n (%)

Before PSM
After PSM
HCC (n = 141)
cHCC-CC (n = 111)
P value
HCC (n = 70)
cHCC-CC (n = 70)
P value
Locoregional therapy prior to LT112 (79.4)74 (66.7)0.0350 (71.4)52 (74.3)0.849
TACE102 (72.3)65 (58.6)0.02345 (64.3)46 (65.7)0.859
Liver resection24 (17.0)20 (18.0)0.86810 (14.3)14 (20.0)0.502
RFA46 (32.6)17 (15.3)0.00217 (24.3)12 (17.1)0.404
Radiation therapy13 (9.2)8 (7.2)0.656 (8.6)6 (8.6)0.618
Number of locoregional therapies before LT > 356 (39.7)34 (30.6)0.14727 (38.6)26 (37.1)0.862
AFP > 20 ng/mL37 (26.2)56 (50.5)< 0.00123 (32.9)25 (35.7)0.859
PIVKA-II > 40 mAU/mL50 (35.5)40 (39.2)0.59130 (42.9)19 (30.2)0.152
Table 3 Perioperative and pathologic characteristics

Before PSM
After PSM
HCC (n = 141)
cHCC-CC (n = 111)
P value
HCC (n = 70)
cHCC-CC (n = 70)
P value
Perioperative
Operation (LDLT)141 (100)95 (85.6)< 0.00170 (100)57 (44.9)< 0.001
ABO-incompatibility35 (24.8)8 (7.2)< 0.00117 (24.3)7 (10.0)0.042
Macro-steatosis (%)5 (0-20)3 (0-30)< 0.0015 (1-20)5 (0-30)0.062
Micro-steatosis (%)5 (1-70)1 (0-90)< 0.0015 (1-40)3 (0-90)< 0.001
GRWR (%)1.00 (0.65-1.71)1.11 (0.67-3.89)0.0010.94 (0.67-1.70)1.15 (0.67-3.89)< 0.001
Cold ischemic time (min)89 (45-168)97 (30-1414)0.02995 (47-144)97 (30-1414)0.185
Warm ischemic time (min)37 (16-81)44 (20-90)< 0.00137 (17-81)45 (22-87)0.002
Operation time (min)550 (336-960)664 (270-1265)< 0.001544 (336-838)639 (270-1265)0.006
Hospitalization stay (d)25 (17-445)23 (4-262)0.00825 (17-94)24 (4-262)0.321
In-hospital mortality2 (1.4)4 (3.6)0.411 (1.4)4 (5.7)0.366
Pathology
Tumor size > 3 cm34 (24.3)43 (38.7)0.01926 (37.1)22 (31.4)0.593
Tumor number > 322 (15.6)28 (25.2)0.07913 (18.6)20 (28.6)0.232
Beyond Milan criteria47 (33.3)45 (40.5)0.29229 (41.4)28 (40.0)0.863
Tumor grade 3 or 419 (13.5)33 (29.7)0.00210 (14.3)14 (20.0)0.502
Encapsulation36 (25.5)31 (27.9)0.6717 (24.3)18 (25.7)0.895
Tumor necrosis55 (39.0)55 (49.5)0.09824 (34.3)38 (54.3)0.027
Microvascular invasion57 (40.4)32 (28.8)0.06433 (47.1)15 (21.4)0.002
PVTT7 (5.0)15 (13.5)0.0234 (5.7)7 (10.0)0.532
BDTT3 (2.1)3 (2.7)0.7663 (4.3)2 (2.9)0.649
Intrahepatic metastasis34 (24.1)19 (17.1)0.21320 (28.6)13 (18.6)0.232
Multicentric occurrence34 (24.1)27 (24.3)0.96919 (27.1)16 (22.9)0.697
Lymph node metastasis0 (0)3 (2.7)0.0840 (0)1 (1.4)0.316
Table 4 Risk factors for tumor recurrence and death in the combined hepatocellular carcinoma and cholangiocarcinoma group
Tumor recurrence
Death

OR
95%CI
P value

OR
95%CI
P value
UnivariateUnivariate
Sex (male)4.7631.155-19.6400.031Sex (male)6.4640.883-47.3170.066
Recipient age0.9990.958-1.0410.957Recipient age1.0050.957-1.0570.833
Locoregional therapy before LT1.7240.907-3.2740.096Locoregional therapy before LT1.9240.891-4.1530.096
TACE before LT1.8260.989-3.3710.054TACE before LT2.1881.039-4.6090.039
Liver resection before LT2.5941.387-4.8520.003Liver resection before LT0.9410.365-2.4280.9
RFA before LT1.6160.781-3.3400.196RFA before LT2.2841.025-5.0900.043
Radiation therapy before LT0.7180.174-2.9620.646Radiation therapy before LT0.6540.089-4.8130.677
Number of locoregional therapies before LT > 31.0681.002-1.1380.043Number of locoregional therapies before LT > 31.7330.865-3.4730.121
MELD0.9930.950-1.0380.742MELD1.0120.965-1.0630.617
Type of LT (DDLT)0.9340.397-2.1980.875Type of LT (DDLT)1.5180.626-3.6800.365
ABO-incompatibility1.5630.618-3.9520.345ABO-incompatibility0.790.189-3.2970.746
Tumor size > 3cm3.0131.707-5.317< 0.001Tumor size > 3 cm3.4621.740-6.888< 0.001
Tumor number > 31.350.723-2.5200.346Tumor number > 31.4630.694-3.0840.318
Milan criteria (beyond)2.4951.403-4.4360.002Milan criteria (beyond)2.8131.395-5.6700.004
Tumor grade 3 or 41.4650.809-2.6510.208Tumor grade 3 or 41.2290.586-2.5800.585
Microvascular invasion2.4171.360-4.2970.003Microvascular invasion2.281.153-4.5070.018
PVTT1.4160.661-3.0320.37PVTT1.3020.502-3.3760.587
BDTT0.0470.000-36.8440.368BDTT0.0480.000-333.8050.5
Intrahepatic metastasis1.3570.676-2.7220.39Intrahepatic metastasis1.1820.515-2.7160.693
Multicentric occurrence1.1480.607-2.1700.671Multicentric occurrence1.1250.526-2.4030.762
Encapsulation1.2690.582-2.7660.549Encapsulation0.9520.367-2.4710.92
Tumor necrosis2.3611.302-4.2810.005Tumor necrosis3.221.531-6.7730.002
Dominant type (CC)0.9950.495-2.0030.989Dominant type (CC)0.8230.375-1.8050.627
Lymph node metastasis13.9543.065-63.5260.001Lymph node metastasis24.7194.683-130.472< 0.001
AFP > 20 ng/mL1.5630.880-2.7770.128AFP > 20 ng/mL1.5270.769-3.0330.226
PIVKA-II > 40 mAU/mL1.0670.576-1.9750.837PIVKA-II > 40 mAU/mL1.7620.865-3.5890.118
MultivariateMultivariate
Number of locoregional therapies before LT > 31.8131.012-3.2480.046Tumor size > 3 cm4.5911.851-11.3900.001
Tumor size > 3 cm2.3781.321-4.2800.004
Lymph node metastasis8.5851.822-40.4530.007
Table 5 Risk factors for tumor recurrence and death after propensity score matching
Tumor recurrence
Death

OR
95%CI
P value

OR
95%CI
P value
UnivariateUnivariate
Group (cHCC-CC)2.151.162-3.9770.015Group (cHCC-CC)2.1341.142-3.9870.018
Sex (male)2.4670.597-10.1990.212Sex (male)1.5360.475-4.9640.474
Recipient age0.9730.928-1.0210.266Recipient age1.0090.962-1.0570.725
Locoregional therapy before LT1.780.855-3.7060.123Locoregional therapy before LT2.3041.026-5.1710.043
Number of locoregional therapies before LT > 32.1851.207-3.9570.01Number of locoregional therapies before LT > 31.2410.683-2.2540.478
MELD0.9440.889-1.0020.056MELD0.9930.947-1.0410.758
Type of LT (DDLT)0.7710.239-2.4930.664Type of LT (DDLT)1.9990.891-4.4880.093
ABO-incompatibility1.0940.526-2.2770.81ABO-incompatibility0.4390.157-1.2280.117
Tumor size > 3 cm2.5411.406-4.5920.002Tumor size > 3 cm2.4261.341-4.3860.003
Tumor number > 31.810.957-3.4220.068Tumor number > 31.4580.749-2.8390.267
Milan criteria (beyond)2.8931.573-5.3220.001Milan criteria (beyond)2.2611.242-4.1190.008
Tumor grade 3 or 41.2470.599-2.5960.554Tumor grade 3 or 41.2680.610-2.6390.525
Microvascular invasion1.9361.068-3.5100.03Microvascular invasion1.8731.032-3.4000.039
PVTT1.3890.497-3.8850.531PVTT1.8360.722-4.6690.202
BDTT0.5950.082-4.3220.608BDTT2.0350.487-8.5040.33
Intrahepatic metastasis2.1921.172-4.1010.014Intrahepatic metastasis1.7420.923-3.2890.087
Multicentric occurrence1.3130.687-2.5120.41Multicentric occurrence0.9670.489-1.9150.924
Encapsulation1.4470.701-2.9860.317Encapsulation1.3050.626-2.7230.478
Tumor necrosis2.2451.229-4.1010.009Tumor necrosis2.561.383-4.7400.003
AFP > 20 ng/mL1.0530.569-1.9460.87AFP > 20 ng/mL1.3330.733-2.4250.346
PIVKA-II > 40 mAU/mL1.2020.639-2.2630.568PIVKA-II > 40 mAU/mL1.4220.762-2.6510.268
MultivariateMultivariate
Group (cHCC-CC)2.5311.191-5.3760.016Group (cHCC-CC)2.2811.057-4.9220.036
Microvascular invasion3.2321.486-7.0290.003Tumor size > 3 cm1.3431.123-1.6050.001
Number of locoregional therapies before LT > 32.331.235-4.3960.009Tumor number > 31.0321.004-1.0610.026