Observational Study
Copyright ©The Author(s) 2023.
World J Hepatol. Jun 27, 2023; 15(6): 813-825
Published online Jun 27, 2023. doi: 10.4254/wjh.v15.i6.813
Table 1 Baseline characteristics of the overall population and nonalcoholic fatty liver disease patients with normal or elevated alanine aminotransferase level
Overall population (n = 11441)
NAFLD population (n = 4159)

Normal ALT level (n = 9698)
Elevated ALT level (n = 1743)
P value
Normal ALT level (n = 3131)
Elevated ALT level (n = 1028)
P value
Age (yr)44.4 ± 0.1741.5 ± 0.35< 0.00148.0 ± 0.2943.2 ± 0.45< 0.001
Sex, male (%)4397 (45.3)710 (40.7)< 0.0011496 (47.8)436 (42.4)0.003
Race/ethnicity, n (%)< 0.001< 0.001
Non-Hispanic White3725 (38.4)527 (30.2)1186 (37.9)300 (29.2)
Non-Hispanic Black2950 (30.4)325 (18.6)861 (27.5)143 (13.9)
Mexican American2620 (27.0)815 (46.8)967 (30.9)540 (52.5)
Others403 (4.2)76 (4.4)117 (3.7)45 (4.4)
Waist circumference (cm)92.3 ± 0.1598.3 ± 0.35< 0.00197.9 ± 0.30102.6 ± 0.45< 0.001
BMI (kg/m2)27.0 ± 0.0629.7 ± 0.15< 0.00128.9 ± 0.1231.4 ± 0.20< 0.001
Hypertension, n (%)3892 (40.1)698 (40.0)0.9461434 (45.8)458 (44.6)0.486
Diabetes, n (%)836 (8.6)253 (14.5)< 0.001476 (15.2)214 (20.8)< 0.001
HOMA-IR, n (%)3652 (37.7)1117 (64.1)< 0.0011712 (54.7)785 (76.4)< 0.001
Fasting plasma glucose (mmol/L)5.6 ± 0.025.9 ± 0.06< 0.0016.0 ± 0.056.3 ± 0.090.002
HbA1c (%)5.5 ± 0.015.7 ± 0.03< 0.0015.8 ± 0.025.9 ± 0.050.027
TG (mg/dL)135.2 ± 1.0182.4 ± 3.2< 0.001165.9 ± 2.09207.0 ± 4.49< 0.001
Total cholesterol (mg/dL)204.2 ± 0.44209.7 ± 1.07< 0.001208.6 ± 0.80212.6 ± 1.37< 0.001
HDL (mg/dL)51.3 ± 0.1547.0 ± 0.36< 0.00148.3 ± 0.2745.0 ± 0.47< 0.001
ALT (IU/L)13.7 ± 0.0639.5 ± 0.63< 0.00114.9 ± 0.1041.7 ± 0.90< 0.001
AST (IU/L)19.0 ± 0.0634.2 ± 0.64< 0.00119.5 ± 0.1135.6 ± 0.92< 0.001
Albumin (g/L)41.4 ± 0.0441.7 ± 0.090.00741.1 ± 0.0741.8 ± 0.11< 0.001
Smoked at least 100 cigarettes, n (%)4872 (50.2)752 (43.3)< 0.0011637 (52.3)448 (43.6)< 0.001
Sedentary lifestyle, n (%)2811 (29.0)583 (33.4)< 0.0011048 (33.5)373 (36.3)0.099
NAFLD, n (%)3131 (32.3)1028 (59.0)< 0.001
Mild1326 (13.7)229 (13.1)1326 (42.4)229 (22.3)
Moderate1268 (13.1)490 (28.1)1268 (40.5)490 (47.7)
Severe537 (5.5)309 (1.7)< 0.001537 (17.2)309 (30.1)< 0.001
Table 2 Association between alanine aminotransferase level or nonalcoholic fatty liver disease status and all-cause mortality in overall population
ALT levelUnadjusted
Age-adjusted
Multivariate-adjusted

HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
< 0.5 ULN111
0.5-1 ULN0.76 (0.71-0.81)< 0.0010.74 (0.70-0.80)< 0.0010.76 (0.71-0.81)< 0.001
1-2 ULN0.66 (0.60-0.74)< 0.0010.73 (0.66-0.81)< 0.0010.70 (0.63-0.79)< 0.001
≥ 2 ULN0.60 (0.49-0.74)< 0.0010.92 (0.75-1.14)0.4420.74 (0.57-0.97)0.017
NAFLD
No NAFLD111
NAFLD1.41 (1.33-1.50)< 0.0011.13 (1.06-1.20)< 0.0010.99 (0.92-1.06)0.758
Table 3 Association of alanine aminotransferase level, cardiovascular disease, cancer-related and others-related mortality stratified by the presence/absence of nonalcoholic fatty liver disease
Total population
No NAFLD
NAFLD

HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
ALT level
Cardiovascular
< 0.5 ULN111
0.5-1 ULN0.74 (0.65-0.85)< 0.0010.82 (0.68-0.97)0.0220.66 (0.52-0.82)< 0.001
1-2 ULN0.63 (0.50-0.79)< 0.0010.78 (0.56-1.09)0.1490.55 (0.39-0.78)< 0.001
≥ 2 ULN0.63 (0.35-1.12) 0.1130.70 (0.26-1.86)0.4690.68 (0.31-1.50)0.342
Cancer
< 0.5 ULN111
0.5-1 ULN0.74 (0.64-0.86)< 0.0010.70 (0.58-0.84)< 0.0010.85 (0.66-1.11)0.230
1-2 ULN0.67 (0.52-0.86)0.0020.61 (0.42-0.88)0.0090.77 (0.54-1.12)0.171
≥ 2 ULN1.11 (0.67-1.86)0.6820.86 (0.35-2.11)0.7381.39 (0.70-2.75)0.346
Others
< 0.5 ULN111
0.5-1 ULN0.89 (0.80-0.99)0.0290.92 (0.81-1.05)0.2270.80 (0.67-0.95)0.011
1-2 ULN0.98 (0.83-1.16)0.8091.25 (0.98-1.60)0.0740.73 (0.57-0.93)0.012
≥ 2 ULN0.75 (0.51-1.09)0.1310.69 (0.33-1.45)0.3310.53 (0.32-0.89)0.015
Table 4 Association of alanine aminotransferase level, all-cause, cardiovascular disease, cancer-related and others-related mortality among nonalcoholic fatty liver disease patients in men
Mortality outcome, ALT level
No. of death, n (%)
Unadjusted
Age-adjusted
Multivariate-adjusted
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
All-cause
< 0.5 ULN306 (61.1)111
0.5-1 ULN436 (45.2)0.60 (0.52-0.70)< 0.0010.69 (0.59-0.80)< 0.0010.68 (0.58-0.80)< 0001
1-2 ULN115 (30.8))0.37 (0.30-0.46)< 0.0010.62 (0.50-0.77)< 0.0010.60 (0.47-0.76)< 0001
≥ 2 ULN21 (22.6)0.26 (0.16-0.40)< 0.0010.69 (0.44-1.09)0.110.72 (0.42-1.21)0.214
Cardiovascular disease
< 0.5 ULN102 (20.4)111
0.5-1 ULN119 (22.3)0.50 (0.39-0.65)< 0.0010.58 (0.44-0.76)< 0.0010.57 (0.43-0.77)< 0.001
1-2 ULN34 (9.1)0.34 (0.23-0.50)< 0.0010.58 (0.39-0.87)0.0070.55 (0.33-0.92)0.022
≥ 2 ULN3 (3.2)0.11 (0.04-0.36)< 0.0010.33 (0.10-1.05)0.060.51 (0.13-1.97)0.331
Cancer
< 0.5 ULN67 (13.4)111
0.5-1 ULN103 (10.7)0.65 (0.48-0.89)0.0060.73 (0.54-1.00)0.0510.79 (0.57-1.10)0.169
1-2 ULN25 (6.7)0.37 (0.23-0.58)< 0.0010.62 (0.39-0.99)0.0470.76 (0.45-1.29)0.308
≥ 2 ULN5 (5.4)0.28 (0.11-0.69)0.0060.81 (0.32-2.05)0.6541.05 (0.35-3.12)0.935
Others
< 0.5 ULN137 (44.8)111
0.5-1 ULN214 (49.1)0.81 (0.65-1.00)0.0480.81 (0.66-1.01)0.0580.73 (0.57-0.92)0.921
1-2 ULN56 (48.7)0.68 (0.50-0.92)0.0140.75 (0.55-1.03)0.0730.57 (0.38-0.85)0.851
≥ 2 ULN13 (61.9)0.70 (0.39-1.23)0.2120.76 (0.42-1.37)0.3610.40 (0.19-0.84)0.844
Table 5 Association of alanine aminotransferase level, all-cause, cardiovascular disease, cancer-related and others-related mortality among nonalcoholic fatty liver disease patients in women
Mortality outcome, ALT levelNo. of death, n (%)Unadjusted
Age-adjusted
Multivariate-adjusted
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
All-cause
< 0.5 ULN144 (34.0)111
0.5-1 ULN440 (38.8)1.16 (0.96-1.40)0.1270.88 (0.73-1.06)0.1760.91 (0.74-1.10)0.348
1-2 ULN187 (36.0)1.05 (0.85-1.31)0.6320.83 (0.67-1.03)0.0950.76 (0.60-0.97)0.027
≥ 2 ULN46 (30.7)0.89 (0.64-1.24)0.4841.10 (0.79-1.53)0.5850.82 (0.52-1.31)0.416
Cardiovascular disease
< 0.5 ULN41 (9.7)111
0.5-1 ULN119 (10.5)1.10 (0.77-1.58)0.5940.82 (0.58-1.17)0.2820.86 (0.59-1.26)0.44
1-2 ULN442 (8.1)0.83 (0.54-1.28)0.410.65 (0.42-1.00)0.0510.62 (0.38-1.02)0.061
≥ 2 ULN99 (6.0)0.61 (0.30-1.26)0.1820.78 (0.38-1.61)0.5040.85 (0.29-2.43)0.756
Cancer
< 0.5 ULN31 (7.3)111
0.5-1 ULN97 (8.6)1.18 (0.79-1.77)0.4250.93 (0.62-1.40)0.7281.02 (0.66-1.57)934
1-2 ULN37 (7.1)0.96 (0.60-1.55)0.8770.76 (0.47-1.23)0.2610.83 (0.49-1.44)0.482
≥ 2 ULN15 (10.0)1.34 (0.72-2.48)0.3521.38 (0.74-2.57)0.3091.49 (0.61-3.68)0.395
Others
< 0.5 ULN71 (49.7)111
0.5-1 ULN224 (50.9)0.91 (0.70-1.20)0.5260.92 (0.71-1.20)0.5490.89 (0.67-1.18)0.411
1-2 ULN108 (57.8)1.01 (0.75-1.37)0.9351.08 (0.80-1.46)0.6270.85 (0.61-1.20)0.366
≥ 2 ULN22 (47.8)0.99 (0.62-1.61)0.9781.16 (0.72-1.88)0.5480.62 (0.30-1.29)0.199
Table 6 Association of different models, all-cause, cardiovascular disease, cancer-related and others-related mortality among nonalcoholic fatty liver disease patients
Mortality outcomeNo. of death, n (%)Unadjusted
Age-adjusted
Multivariate-adjusted
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
All-cause
Model 11055 (41.9)111
Model 2248 (31.2)0.68 (0.59-0.78)< 0.0010.89 (0.77-1.02)0.10.87 (0.74-1.01)0.067
Model 3271 (53.7)1.45 (1.26-1.65)< 0.0011.11 (0.97-1.27)0.1390.98 (0.85-1.12)0.727
Model 4121 (35.5)0.82 (0.68-0.99)0.0370.91 (0.75-1.10)0.3120.81 (0.66-0.99)0.042
Cardiovascular disease
Model 1309 (12.3)111
Model 268 (8.6)0.64 (0.49-0.83)< 0.0010.86 (0.66-1.12)0.2540.89 (0.65-1.20)0.437
Model 372 (14.3)1.30 (1.01-1.68)0.0450.99 (0.76-1.27)0.9070.82 (0.63-1.07)0.146
Model 420 (5.9)0.46 (0.30-0.73)< 0.0010.52 (0.33-0.82)0.0050.53 (0.33-0.87)0.011
Cancer
Model 1241 (9.6)111
Model 250 (6.3)0.60 (0.44-0.81)0.0010.74 (0.55-1.01)0.0550.86 (0.62-1.21)0.387
Model 357 (11.3)1.31 (0.98-1.75)0.0671.02 (0.76-1.36)0.9041.01 (0.75-1.37)0.928
Model 432 (9.4)0.94 (0.65-1.36)0.7431.02 (0.70-1.47)0.9381.07 (0.71-1.61)0.755
Others
Model 1504 (47.8)111
Model 2130 (53.4)0.94 (0.77-1.13)0.4921.03 (0.84-1.25)0.7990.93 (0.74-1.16)0.506
Model 3142 (53.4)1.28 (1.06-1.55)0.0091.25 (1.04-1.51)0.0191.15 (0.95-1.40)0.159
Model 469 (57.0)1.09 (0.85-1.41)0.4831.14 (0.89-1.47)0.3120.89 (0.67-1.20)0.453