Table 1 Comparison between HCC and Non-HCC
Variables
|
Total
|
Non-HCC
|
HCC
|
P
|
N
|
529
|
520
|
9
|
|
Age (years)
|
37.99 ± 10.44
|
37.94 ± 10.43
|
41.11 ± 11.04
|
0.416
|
Male, n (%)
|
427 (80.72)
|
419 (80.58)
|
8 (88.89)
|
1.000
|
Follow-up period (years)
|
6.33 (4.41, 8.17)
|
6.33 (4.41, 8.17)
|
6.98 (2.16, 9.17)
|
0.611
|
BMI (Kg/m2)
|
23.03 ± 3.17
|
23 ± 3.15
|
24.77 ± 3.85
|
0.206
|
Diabetes, n (%)
|
51 (9.64)
|
49 (9.42)
|
2 (22.22)
|
0.212
|
HBsAg (Log10 IU/ml)
|
3.37 ± 0.95
|
3.38 ± 0.95
|
2.96 ± 0.60
|
0.097
|
HBeAg positive, n (%)
|
281 (57.23)
|
277 (57.35)
|
4 (50.00)
|
0.729
|
HBVDNA (Log10 IU/ml)
|
5.44 ± 1.87
|
5.45 ± 1.88
|
4.95 ± 1.09
|
0.211
|
AFP (μg/L)
|
3.84 (2.46, 9.05)
|
3.82 (2.44, 8.39)
|
18.97 (8.37, 28.57)
|
0.005
|
TBIL (μmolL)
|
15.3 (11.05, 20.85)
|
15.25 (11.03, 20.7)
|
15.5 (13.4, 22.1)
|
0.788
|
ALT (U/L)
|
68 (41, 178.5)
|
69 (41.3, 182)
|
57 (31, 65)
|
0.147
|
AST (U/L)
|
49 (31.75, 104)
|
49 (32, 104)
|
33 (30, 72)
|
0.245
|
GGT (U/L)
|
48 (26, 92.5)
|
48 (26, 93)
|
53 (30, 91)
|
0.424
|
TC (mmol/L)
|
4.62 ± 1.17
|
4.62 ± 1.18
|
4.77 ± 0.92
|
0.646
|
TG (mmol/L)
|
1.22 ± 0.68
|
1.22 ± 0.68
|
1.31 ± 0.54
|
0.619
|
LDL-C (mmol/L)
|
2.69 ± 1.00
|
2.68 ± 1.01
|
3.06 ± 0.49
|
0.068
|
HDL-C (mmol/L)
|
1.29 ± 0.41
|
1.29 ± 0.41
|
1.32 ± 0.34
|
0.769
|
VLDL-C (mmol/L)
|
0.40 ± 0.29
|
0.4 ± 0.29
|
0.36 ± 0.21
|
0.559
|
FPG (mmol/L)
|
5.07 ± 1.13
|
5.05 ± 1.09
|
5.90 ± 2.42
|
0.323
|
Pathology
|
|
|
|
|
Significant inflammation (G≥2, n (%))
|
433 (81.85)
|
425 (81.73)
|
8 (88.89)
|
1.000
|
Moderate to severe steatosis (S≥2, n (%))
|
102 (19.28)
|
100 (19.23)
|
2 (22.22)
|
0.687
|
Cirrhosis, n (%)
|
144 (27.22)
|
139 (26.73)
|
5 (55.56)
|
0.067
|
MAFLD, n (%)
|
184 (34.78)
|
177 (34.04)
|
7 (77.78)
|
0.010
|
NAFLD, n (%)
|
250 (47.26)
|
243 (46.73)
|
7 (77.78)
|
0.092
|
Categorical values are shown as n (%). Continuous variables are shown as mean ± standard deviation or median [interquartile range].
Abbreviations: MAFLD, metabolic associated fatty liver disease; NAFLD, nonalcoholic fatty liver disease; HCC, hepatocellular carcinoma; HBsAg, hepatitis B surface antigen; HBeAg, hepatitis e surface antigen; HBVDNA, hepatitis B virus deoxyribonucleic acid; AFP, alpha fetoprotein; TBIL, total bilirubin; ALT, alanine aminotransferase; AST, aspartate aminotransferase; GGT, γ-glutamyl transpeptidase; TC, total cholesterol; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; VLDL-C, very low density lipoprotein cholesterol; FPG, fasting plasma glucose.
Table 2 Comparison between MAFLD and NAFLD
Variables
|
MAFLD
|
NAFLD
|
P
|
N
|
184
|
250
|
|
Age (years)
|
40.17 ± 9.49
|
39.48 ± 10.08
|
0.465
|
Male, n (%)
|
162 (88.04)
|
214 (85.60)
|
0.551
|
Follow-up period (years)
|
6.94 (4.96, 9.05)
|
6.97 (4.92, 9.10)
|
0.834
|
BMI (Kg/m2)
|
25.61 ± 2.61
|
24.36 ± 3.13
|
< 0.001
|
Diabetes, n (%)
|
42 (22.83)
|
42 (16.80)
|
0.148
|
HBsAg (Log10 IU/ml)
|
3.17 ± 0.93
|
3.17 ± 0.95
|
0.982
|
HBeAg positive, n (%)
|
85 (53.12)
|
117 (53.92)
|
0.962
|
HBVDNA (Log10 IU/ml)
|
5.12 ± 2.03
|
5.21 ± 2.06
|
0.642
|
AFP (μg/L)
|
3.64 (2.5, 7.78)
|
3.64 (2.42, 7.62)
|
0.696
|
TBIL (μmolL)
|
14.2 (10.2, 18.9)
|
14.4 (10.3, 18.8)
|
0.977
|
ALT (U/L)
|
63 (43, 140.25)
|
65 (43, 133)
|
0.97
|
AST (U/L)
|
42 (30, 80.25)
|
43 (31, 79)
|
0.869
|
GGT (U/L)
|
72.85 ± 66.70
|
69.21 ± 62.67
|
0.566
|
TC (mmol/L)
|
4.8 ± 1.28
|
4.79 ± 1.17
|
0.956
|
TG (mmol/L)
|
1.57 ± 0.88
|
1.44 ± 0.82
|
0.102
|
LDL-C (mmol/L)
|
2.96 ± 1.10
|
2.9 ± 1.04
|
0.583
|
HDL-C (mmol/L)
|
1.14 ± 0.34
|
1.23 ± 0.37
|
0.010
|
VLDL-C (mmol/L)
|
0.5 ± 0.37
|
0.44 ± 0.33
|
0.154
|
FPG (mmol/L)
|
5.4 ± 1.51
|
5.23 ± 1.34
|
0.241
|
Pathology
|
|
|
|
Significant inflammation (G≥2, n (%))
|
140 (76.09)
|
192 (76.80)
|
0.953
|
Moderate to severe steatosis (S≥2, n (%))
|
81 (44.02)
|
100 (40.00)
|
0.459
|
Cirrhosis, n (%)
|
36 (19.57)
|
57 (22.80)
|
0.488
|
Categorical values are shown as n (%). Continuous variables are shown as mean ± standard deviation or median [interquartile range].
Abbreviations: MAFLD, metabolic associated fatty liver disease; NAFLD, nonalcoholic fatty liver disease; HCC, hepatocellular carcinoma; HBsAg, hepatitis B surface antigen; HBeAg, hepatitis e surface antigen; HBVDNA, hepatitis B virus deoxyribonucleic acid; AFP, alpha fetoprotein; TBIL, total bilirubin; ALT, alanine aminotransferase; AST, aspartate aminotransferase; GGT, γ-glutamyl transpeptidase; TC, total cholesterol; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; VLDL-C, very low density lipoprotein cholesterol; FPG, fasting plasma glucose.
Table 3 Univariate and multivariate Cox analysis of the factors associated with HCC development
Characteristics
|
HCC development
|
Univariate analysis
|
Multivariate analysis
|
Hazard ratio (95% CI)
|
P-value
|
Hazard ratio (95% CI)
|
P-value
|
Age (years)
|
1.024 (0.964–1.088)
|
0.440
|
|
|
Male, n (%)
|
1.632 (0.203–13.116)
|
0.645
|
|
|
BMI (Kg/m2)
|
1.122 (0.939–1.340)
|
0.204
|
|
|
Diabetes, n (%)
|
2.772 (0.575–13.365)
|
0.204
|
|
|
HBsAg (Log10 IU/ml)
|
0.790 (0.383–1.629)
|
0.523
|
|
|
HBeAg positive
|
0.782 (0.195–3.131)
|
0.728
|
|
|
HBVDNA (Log10 IU/ml)
|
0.867 (0.609–1.234)
|
0.429
|
|
|
AFP (μg/L)
|
1.001 (0.996–1.005)
|
0.808
|
|
|
TBIL (μmolL)
|
0.995 (0.961–1.031)
|
0.782
|
|
|
ALT (U/L)
|
0.991 (0.978–1.004)
|
0.173
|
|
|
AST (U/L)
|
0.990 (0.974–1.007)
|
0.251
|
|
|
GGT (U/L)
|
1.001 (0.993–1.01)
|
0.733
|
|
|
TC (mmol/L)
|
1.140 (0.722–1.799)
|
0.574
|
|
|
TG (mmol/L)
|
1.179 (0.5–2.785)
|
0.707
|
|
|
LDL-C (mmol/L)
|
1.313 (0.838–2.056)
|
0.234
|
|
|
HDL-C (mmol/L)
|
1.468 (0.277–7.793)
|
0.652
|
|
|
VLDL-C (mmol/L)
|
1.345 (0.106–17.029)
|
0.819
|
|
|
FPG (mmol/L)
|
1.355 (1.054–1.743)
|
0.018
|
1.158 (0.880–1.522)
|
0.295
|
Pathology
|
|
|
|
|
Significant inflammation (G≥2, n (%))
|
1.603 (0.200–12.833)
|
0.657
|
|
|
Moderate to severe steatosis (S≥2, n (%))
|
1.057 (0.219–5.099)
|
0.945
|
|
|
Cirrhosis, n (%)
|
3.407 (0.914–12.707)
|
0.068
|
4.688 (1.166-18.848)
|
0.030
|
MAFLD, n (%)
|
5.223 (1.073–25.418)
|
0.041
|
6.434 (1.252–33.060)
|
0.026
|
NAFLD, n (%)
|
2.783 (0.565–13.707)
|
0.208
|
|
|
Categorical values are shown as n (%). Continuous variables are shown as mean ± standard deviation or median [interquartile range].
Abbreviations: MAFLD, metabolic associated fatty liver disease; NAFLD, nonalcoholic fatty liver disease; HCC, hepatocellular carcinoma; HBsAg, hepatitis B surface antigen; HBeAg, hepatitis e surface antigen; HBVDNA, hepatitis B virus deoxyribonucleic acid; AFP, alpha fetoprotein; TBIL, total bilirubin; ALT, alanine aminotransferase; AST, aspartate aminotransferase; GGT, γ-glutamyl transpeptidase; TC, total cholesterol; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; VLDL-C, very low density lipoprotein cholesterol; FPG, fasting plasma glucose.
Table 4 Comparison of hepatic steatosis and metabolic conditions
Variables
|
MC negative
|
MC positive
|
P
|
Steatosis negative
|
Steatosis positive
|
P
|
N
|
246
|
283
|
|
276
|
253
|
|
Age (years)
|
35.28 ± 10.59
|
40.35 ± 9.72
|
< 0.001
|
36.62 ± 10.57
|
39.48 ± 10.1
|
0.002
|
Male, n (%)
|
188 (76.42)
|
239 (84.45)
|
0.026
|
211 (76.45)
|
216 (85.38)
|
0.013
|
Follow-up period (years)
|
5.96 (4.24, 8.21)
|
6.57 (4.68, 8.12)
|
0.203
|
5.84 (4.23, 7.56)
|
6.97 (4.93, 9.08)
|
< 0.001
|
BMI (Kg/m2)
|
20.53 ± 1.7
|
25.2 ± 2.48
|
< 0.001
|
21.8 ± 2.69
|
24.36 ± 3.12
|
< 0.001
|
Diabetes, n (%)
|
0 (0)
|
51 (18.02)
|
< 0.001
|
9 (3.26)
|
42 (16.6)
|
< 0.001
|
HBsAg (Log10 IU/ml)
|
3.51 ± 0.95
|
3.24 ± 0.93
|
0.002
|
3.53 ± 0.92
|
3.17 ± 0.94
|
< 0.001
|
HBeAg positive, n (%)
|
138 (58.72)
|
143 (55.86)
|
0.583
|
163 (59.93)
|
118 (53.88)
|
0.21
|
HBVDNA (Log10 IU/ml)
|
5.7 ± 1.77
|
5.23 ± 1.93
|
0.005
|
5.66 ± 1.66
|
5.21 ± 2.05
|
0.008
|
AFP (μg/L)
|
3.87 (2.4, 8.32)
|
3.84 (2.53, 9.49)
|
0.482
|
4.29 (2.46, 12.37)
|
3.66 (2.44, 7.46)
|
0.134
|
TBIL (μmolL)
|
15.7 (11.5, 21.5)
|
14.65 (10.22, 20.2)
|
0.196
|
16 (11.4, 22.05)
|
14.4 (10.28, 18.8)
|
0.011
|
ALT (U/L)
|
71 (42, 187)
|
65 (41, 149)
|
0.634
|
78 (37.75, 224.75)
|
65 (43, 133)
|
0.355
|
AST (U/L)
|
53 (34, 119)
|
45 (30, 92)
|
0.049
|
57 (34, 136.25)
|
43 (30.75, 79.25)
|
< 0.001
|
GGT (U/L)
|
46 (24, 82)
|
51 (27, 103)
|
0.07
|
79.82 ± 89.31
|
69.38 ± 62.45
|
0.118
|
TC (mmol/L)
|
4.55 ± 1.03
|
4.69 ± 1.28
|
0.162
|
4.47 ± 1.17
|
4.79 ± 1.16
|
0.002
|
TG (mmol/L)
|
0.97 ± 0.39
|
1.43 ± 0.8
|
< 0.001
|
1.02 ± 0.43
|
1.44 ± 0.82
|
< 0.001
|
LDL-C (mmol/L)
|
2.53 ± 0.83
|
2.82 ± 1.11
|
0.001
|
2.49 ± 0.93
|
2.89 ± 1.04
|
< 0.001
|
HDL-C (mmol/L)
|
1.43 ± 0.4
|
1.17 ± 0.37
|
< 0.001
|
1.35 ± 0.43
|
1.22 ± 0.37
|
< 0.001
|
VLDL-C (mmol/L)
|
0.31 ± 0.21
|
0.47 ± 0.33
|
< 0.001
|
0.36 ± 0.24
|
0.44 ± 0.33
|
0.003
|
FPG (mmol/L)
|
4.81 ± 0.69
|
5.29 ± 1.36
|
< 0.001
|
4.92 ± 0.88
|
5.23 ± 1.33
|
0.002
|
Pathology
|
|
|
|
|
|
|
Significant inflammation (G≥2, n (%))
|
204 (82.93)
|
229 (80.92)
|
0.628
|
238 (86.23)
|
195 (77.08)
|
0.009
|
Moderate to severe steatosis (S≥2, n (%))
|
21 (8.54)
|
81 (28.62)
|
< 0.001
|
0 (0)
|
102 (40.32)
|
< 0.001
|
Cirrhosis, n (%)
|
69 (28.05)
|
75 (26.5)
|
0.764
|
87 (31.52)
|
57 (22.53)
|
0.026
|
MAFLD, n (%)
|
0 (0)
|
184 (65.02)
|
< 0.001
|
0 (0)
|
184 (72.73)
|
< 0.001
|
NAFLD, n (%)
|
68 (27.64)
|
182 (64.31)
|
< 0.001
|
0 (0)
|
250 (98.81)
|
< 0.001
|
HCC, n (%)
|
1 (0.41)
|
8 (2.83)
|
0.042
|
2 (0.72)
|
7 (2.77)
|
0.094
|
Categorical values are shown as n (%). Continuous variables are shown as mean ± standard deviation or median [interquartile range].
Abbreviations: MAFLD, metabolic associated fatty liver disease; NAFLD, nonalcoholic fatty liver disease; MC, metabolic conditions; HCC, hepatocellular carcinoma; HBsAg, hepatitis B surface antigen; HBeAg, hepatitis e surface antigen; HBVDNA, hepatitis B virus deoxyribonucleic acid; AFP, alpha fetoprotein; TBIL, total bilirubin; ALT, alanine aminotransferase; AST, aspartate aminotransferase; GGT, γ-glutamyl transpeptidase; TC, total cholesterol; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; VLDL-C, very low density lipoprotein cholesterol; FPG, fasting plasma glucose.