, Gyuri Kim1*
, Kyu-na Lee2
, Rosa Oh1
, So Hyun Cho1
, Ji Yoon Kim1
, You-Bin Lee1
, Sang-Man Jin1
, Kyu Yeon Hur1
, Kyungdo Han3
, Jae Hyeon Kim1
1Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
2Department of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, Korea
3Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
Copyright © 2026 Korean Endocrine Society
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
No potential conflict of interest relevant to this article was reported.
AUTHOR CONTRIBUTIONS
Conception or design: G.K., K.H., J.H.K. Acquisition, analysis, or interpretation of data: M.J., K.L., K.H. Drafting the work or revising: M.J., G.K., J.H.K. Final approval of the manuscript: M.J., G.K., K.L., R.O., S.H.C., J.Y.K., Y.B.L., S.M.J., K.Y.H., K.H., J.H.K.
| Characteristic | SLD groups | |||||
|---|---|---|---|---|---|---|
| No SLD | MASLD | MASLD with other combined disease | MetALD | ALD with MD | P value | |
| Number | 840,091 | 1,067,142 | 111,076 | 153,340 | 48,600 | |
| Age group, yr | <0.0001 | |||||
| <40 | 66,009 (7.86) | 96,916 (9.08) | 6,496 (5.85) | 17,948 (11.7) | 4,868 (10.02) | |
| 40–64 | 511,363 (60.87) | 708,389 (66.38) | 79,036 (71.15) | 118,127 (77.04) | 38,110 (78.42) | |
| ≥65 | 262,719 (31.27) | 261,837 (24.54) | 25,544 (23.00) | 17,265 (11.26) | 5,622 (11.57) | |
| Sex | <0.0001 | |||||
| Male | 399,580 (47.56) | 686,083 (64.29) | 79,302 (71.39) | 145,736 (95.04) | 46,976 (96.66) | |
| Female | 440,511 (52.44) | 381,059 (35.71) | 31,774 (28.61) | 7,604 (4.96) | 1,624 (3.34) | |
| Income, lowest Q1 | 184,388 (21.95) | 221,909 (20.79) | 23,624 (21.27) | 28,449 (18.55) | 9,628 (19.81) | <0.0001 |
| Smoking | <0.0001 | |||||
| Non | 552,686 (65.79) | 561,981 (52.66) | 53,155 (47.85) | 28,812 (18.79) | 9,032 (18.58) | |
| Former | 120,124 (14.3) | 205,358 (19.24) | 24,504 (22.06) | 43,058 (28.08) | 13,274 (27.31) | |
| Current | 167,281 (19.91) | 299,803 (28.09) | 33,417 (30.08) | 81,470 (53.13) | 26,294 (54.1) | |
| Drinkinga | <0.0001 | |||||
| Non | 563,482 (67.07) | 589,371 (55.23) | 59,637 (53.69) | - | - | |
| Mild | 233,880 (27.84) | 477,771 (44.77) | 51,439 (46.31) | - | - | |
| Heavy | 34,779 (4.14) | - | - | 153,340 (100) | - | |
| Very heavy | 7,950 (0.95) | - | - | - | 48,600 (100) | |
| Regular exercise | 189,129 (22.51) | 205,555 (19.26) | 23,512 (21.17) | 32,014 (20.88) | 10,199 (20.99) | <0.0001 |
| CKD | 86,165 (10.26) | 110,134 (10.32) | 11,298 (10.17) | 7,658 (4.99) | 2,248 (4.63) | <0.0001 |
| CCI score ≥5 | 82,794 (9.86) | 78,647 (7.37) | 25,918 (23.33) | 8,075 (5.27) | 3,119 (6.42) | <0.0001 |
| DM stage | <0.0001 | |||||
| New onset | 310,945 (37.01) | 456,636 (42.79) | 29,611 (26.66) | 82,798 (54.00) | 24,559 (50.53) | |
| <5 years | 248,295 (29.56) | 347,113 (32.53) | 49,439 (44.51) | 42,203 (27.52) | 13,897 (28.59) | |
| ≥5 years | 280,851 (33.43) | 263,393 (24.68) | 32,026 (28.83) | 28,339 (18.48) | 10,144 (20.87) | |
| OHA ≥3 | 127,778 (15.21) | 137,118 (12.85) | 20,615 (18.56) | 14,985 (9.77) | 5,562 (11.44) | <0.0001 |
| Insulinb | 71,899 (8.56) | 61,163 (5.73) | 11,895 (10.71) | 5,917 (3.86) | 2,336 (4.81) | <0.0001 |
| Hypertension | 397,239 (47.29) | 640,313 (60.00) | 73,556 (66.22) | 90,384 (58.94) | 29,376 (60.44) | <0.0001 |
| Dyslipidemia | 285,494 (33.98) | 472,069 (44.24) | 54,898 (49.42) | 58,338 (38.04) | 18,085 (37.21) | <0.0001 |
| AF | 6,179 (0.74) | 8,320 (0.78) | 1,276 (1.15) | 943 (0.61) | 355 (0.73) | <0.0001 |
| Age, yr | 57.69±12.66 | 55.67±11.98 | 56.24±10.8 | 51.58±10.45 | 52.02±10.32 | <0.0001 |
| BMI, kg/m2 | 22.68±2.33 | 26.67±3.1 | 26.45±3.2 | 25.92±3.11 | 25.88±3.29 | <0.0001 |
| Waist circumference, cm | 78.7±6.34 | 89.34±7.27 | 89.53±7.48 | 89.03±7.42 | 89.34±7.83 | <0.0001 |
| SBP, mm Hg | 125.6±15.6 | 130.66±15.46 | 129.52±15.13 | 132.36±15.53 | 133.05±16.05 | <0.0001 |
| DBP, mm Hg | 76.57±9.82 | 80.52±10.12 | 79.94±9.91 | 82.6±10.38 | 82.96±10.55 | <0.0001 |
| Fasting glucose, mg/dL | 141.57±46.66 | 148.4±46.76 | 142.73±46.37 | 153.75±46.57 | 157.34±50.14 | <0.0001 |
| Total cholesterol, mg/dL | 189.02±39.29 | 204.86±42.58 | 193.52±42.35 | 203.62±43.1 | 202.35±45.37 | <0.0001 |
| HDL-C, mg/dL | 54.98±21.77 | 49.76±21.28 | 49.94±22.77 | 53.22±23.01 | 54.03±23.71 | <0.0001 |
| LDL-C, mg/dL | 112.5±37.39 | 114.43±42.31 | 105.79±42.05 | 104.54±43.48 | 100.92±45.7 | <0.0001 |
| eGFR, mL/min/1.73 m2 | 86.13±35.41 | 85.23±36.23 | 85.95±36.67 | 90.49±38.24 | 92.21±39.63 | <0.0001 |
| Triglyceride, mg/dL | 99.85 (99.75–99.94) | 184.56 (184.39–184.73) | 171.08 (170.57–171.6) | 204.26 (203.7–204.82) | 208.46 (207.4–209.52) | <0.0001 |
| AST, IU/L | 22.28 (22.26–22.29) | 27.98 (27.95–28) | 33 (32.9–33.11) | 32.65 (32.56–32.73) | 36.23 (36.04–36.42) | <0.0001 |
| ALT, IU/L | 19.89 (19.87–19.91) | 31.23 (31.19–31.26) | 34.42 (34.29–34.55) | 33.76 (33.66–33.85) | 35.38 (35.19–35.57) | <0.0001 |
| GGT, IU/L | 21.72 (21.69–21.74) | 46.41 (46.34–46.47) | 59.65 (59.36–59.95) | 89.45 (89.1–89.8) | 110.2 (109.38–111.02) | <0.0001 |
Values are expressed as number (%), mean±standard deviation, or median (interquartile range).
SLD, steatotic liver disease; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction; Q, quartile; CKD, chronic kidney disease; CCI, Charlson comorbidity index; DM, diabetes mellitus; OHA, oral hypoglycemic agent; AF, atrial fibrillation; BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; eGFR, estimated glomerular filtration rate; AST, aspartate aminotransferase; ALT, alanine aminotransferase; GGT, gamma-glutamyl transferase.
a Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) very heavy, ≥60 g/day for men, ≥50 g/day for women;
b Insulin use: Three or more prescriptions for insulin in outpatient settings and at least one prescription for insulin annually.
| SLD groups | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI)a | ||
|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||
| No SLD | 840,091 | 50,379 | 8,564,637.5 | 5.88 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| MASLD | 1,067,142 | 66,487 | 11,019,392.9 | 6.03 | 1.03 (1.01–1.04) | 1.14 (1.12–1.15) | 1.10 (1.08–1.11) |
| MASLD with other combined disease | 111,076 | 7,344 | 1,112,826.2 | 6.60 | 1.12 (1.10–1.15) | 1.24 (1.21–1.27) | 1.14 (1.12–1.17) |
| MetALD | 153,340 | 8,174 | 1,580,908.2 | 5.17 | 0.88 (0.86–0.90) | 1.23 (1.20–1.26) | 1.13 (1.11–1.16) |
| ALD with MD | 48,600 | 3,098 | 490,978.7 | 6.31 | 1.08 (1.04–1.12) | 1.48 (1.43–1.54) | 1.32 (1.27–1.37) |
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation.
SLD, steatotic liver disease; HR, hazard ratio; CI, confidence interval; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction.
a Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
| SLD groups & BARD score | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI)a | ||
|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||
| No SLD | 840,091 | 50,379 | 8,564,637.5 | 5.88 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| MASLD, BARD <2 | 263,438 | 13,072 | 2,788,466.5 | 4.69 | 0.79 (0.78–0.81) | 1.08 (1.06–1.11) | 1.03 (1.01–1.06) |
| MASLD, BARD ≥2 | 803,704 | 53,415 | 8,230,926.4 | 6.49 | 1.10 (1.09–1.12) | 1.15 (1.13–1.16) | 1.11 (1.10–1.13) |
| MASLD with other combined disease, BARD <2 | 25,670 | 1,407 | 268,224.1 | 5.25 | 0.89 (0.84–0.94) | 1.15 (1.09–1.21) | 1.05 (1.00–1.11) |
| MASLD with other combined disease, BARD ≥2 | 85,406 | 5,937 | 844,602.0 | 7.03 | 1.20 (1.17–1.23) | 1.26 (1.23–1.29) | 1.16 (1.13–1.20) |
| MetALD, BARD <2 | 31,275 | 1,241 | 333,853.1 | 3.72 | 0.63 (0.60–0.67) | 1.10 (1.04–1.17) | 1.00 (0.94–1.06) |
| MetALD, BARD ≥2 | 122,065 | 6,933 | 1,247,055.1 | 5.56 | 0.95 (0.92–0.97) | 1.25 (1.22–1.29) | 1.16 (1.13–1.19) |
| ALD with MD, BARD <2 | 8,323 | 391 | 88,058.8 | 4.44 | 0.75 (0.68–0.83) | 1.29 (1.17–1.42) | 1.13 (1.03–1.25) |
| ALD with MD, BARD ≥2 | 40,277 | 2,707 | 402,919.9 | 6.72 | 1.15 (1.10–1.19) | 1.51 (1.45–1.57) | 1.35 (1.30–1.40) |
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation.
SLD, steatotic liver disease; HR, hazard ratio; CI, confidence interval; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction.
a Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
| FLI | Drinkinga | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI)b | ||
|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||
| FLI <30 | Non | 518,650 | 33,606 | 5,263,352.4 | 6.38 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| Mild | 216,695 | 10,048 | 2,258,031.3 | 4.45 | 0.70 (0.68–0.71) | 0.94 (0.92–0.97) | 0.94 (0.91–0.96) | |
| Heavy | 31,401 | 1,702 | 320,760.1 | 5.31 | 0.83 (0.79–0.87) | 1.17 (1.12–1.23) | 1.09 (1.04–1.14) | |
| Very heavy | 6,911 | 444 | 69,148.0 | 6.42 | 1.01 (0.92–1.11) | 1.35 (1.23–1.48) | 1.21 (1.10–1.33) | |
| 30≤ FLI <60 | Non | 370,361 | 27,459 | 3,785,755.4 | 7.25 | 1.14 (1.12–1.15) | 1.12 (1.11–1.14) | 1.09 (1.07–1.11) |
| Mild | 234,917 | 12,409 | 2,451,530.1 | 5.06 | 0.79 (0.78–0.81) | 1.05 (1.03–1.07) | 1.01 (0.99–1.03) | |
| Heavy | 51,161 | 2,870 | 527,424.5 | 5.44 | 0.85 (0.82–0.89) | 1.18 (1.13–1.23) | 1.09 (1.05–1.13) | |
| Very heavy | 13,227 | 916 | 133,728.1 | 6.85 | 1.08 (1.01–1.15) | 1.45 (1.36–1.55) | 1.29 (1.21–1.38) | |
| FLI ≥60 | Non | 219,010 | 15,142 | 2,241,943.2 | 6.75 | 1.06 (1.04–1.08) | 1.26 (1.24–1.29) | 1.19 (1.17–1.21) |
| Mild | 242,854 | 11,477 | 2,540,164.2 | 4.52 | 0.71 (0.69–0.72) | 1.17 (1.15–1.20) | 1.09 (1.06–1.11) | |
| Heavy | 83,147 | 4,117 | 864,730.8 | 4.76 | 0.75 (0.72–0.77) | 1.25 (1.21–1.29) | 1.13 (1.09–1.17) | |
| Very heavy | 27,431 | 1,575 | 281,282.3 | 5.60 | 0.88 (0.84–0.92) | 1.44 (1.36–1.51) | 1.27 (1.21–1.34) | |
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation.
FLI, fatty liver index; HR, hazard ratio; CI, confidence interval.
a Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) very heavy, ≥60 g/day for men, ≥50 g/day for women;
b Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
| FLI | Drinkinga | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI)b | ||
|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||
| FLI <30 | Non | 518,650 | 33,606 | 5,263,352.4 | 6.38 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| Mild | 216,695 | 10,048 | 2,258,031.3 | 4.45 | 0.70 (0.68–0.71) | 0.94 (0.92–0.97) | 0.94 (0.91–0.96) | |
| Heavy | 31,401 | 1,702 | 320,760.1 | 5.31 | 0.83 (0.79–0.87) | 1.17 (1.12–1.23) | 1.09 (1.04–1.14) | |
| Very heavy | 6,911 | 444 | 69,148.0 | 6.42 | 1.01 (0.92–1.11) | 1.35 (1.23–1.48) | 1.21 (1.10–1.33) | |
| 30≤ FLI <60 | Non | 370,361 | 27,459 | 3,785,755.4 | 7.25 | 1 (Ref.) | 1(Ref.) | 1(Ref.) |
| Mild | 234,917 | 12,409 | 2,451,530.1 | 5.06 | 0.70 (0.68–0.71) | 0.93 (0.91–0.96) | 0.92 (0.90–0.95) | |
| Heavy | 51,161 | 2,870 | 527,424.5 | 5.44 | 0.75 (0.72–0.78) | 1.05 (1.01–1.09) | 1.00 (0.96–1.04) | |
| Very heavy | 13,227 | 916 | 133,728.1 | 6.85 | 0.95 (0.89–1.01) | 1.29 (1.21–1.38) | 1.18 (1.11–1.27) | |
| FLI ≥60 | Non | 219,010 | 15,142 | 2,241,943.2 | 6.75 | 1 (Ref.) | 1(Ref.) | 1(Ref.) |
| Mild | 242,854 | 11,477 | 2,540,164.2 | 4.52 | 0.67 (0.65–0.69) | 0.93 (0.91–0.95) | 0.91 (0.89–0.94) | |
| Heavy | 83,147 | 4,117 | 864,730.8 | 4.76 | 0.71 (0.68–0.73) | 0.99 (0.96–1.03) | 0.95 (0.92–0.98) | |
| Very heavy | 27,431 | 1,575 | 281,282.3 | 5.60 | 0.83 (0.79–0.87) | 1.14 (1.08–1.20) | 1.07 (1.02–1.13) | |
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation.
FLI, fatty liver index; HR, hazard ratio; CI, confidence interval.
a Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) Very heavy, ≥60 g/day for men, ≥50 g/day for women;
b Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
| Characteristic | SLD groups | |||||
|---|---|---|---|---|---|---|
| No SLD | MASLD | MASLD with other combined disease | MetALD | ALD with MD | P value | |
| Number | 840,091 | 1,067,142 | 111,076 | 153,340 | 48,600 | |
| Age group, yr | <0.0001 | |||||
| <40 | 66,009 (7.86) | 96,916 (9.08) | 6,496 (5.85) | 17,948 (11.7) | 4,868 (10.02) | |
| 40–64 | 511,363 (60.87) | 708,389 (66.38) | 79,036 (71.15) | 118,127 (77.04) | 38,110 (78.42) | |
| ≥65 | 262,719 (31.27) | 261,837 (24.54) | 25,544 (23.00) | 17,265 (11.26) | 5,622 (11.57) | |
| Sex | <0.0001 | |||||
| Male | 399,580 (47.56) | 686,083 (64.29) | 79,302 (71.39) | 145,736 (95.04) | 46,976 (96.66) | |
| Female | 440,511 (52.44) | 381,059 (35.71) | 31,774 (28.61) | 7,604 (4.96) | 1,624 (3.34) | |
| Income, lowest Q1 | 184,388 (21.95) | 221,909 (20.79) | 23,624 (21.27) | 28,449 (18.55) | 9,628 (19.81) | <0.0001 |
| Smoking | <0.0001 | |||||
| Non | 552,686 (65.79) | 561,981 (52.66) | 53,155 (47.85) | 28,812 (18.79) | 9,032 (18.58) | |
| Former | 120,124 (14.3) | 205,358 (19.24) | 24,504 (22.06) | 43,058 (28.08) | 13,274 (27.31) | |
| Current | 167,281 (19.91) | 299,803 (28.09) | 33,417 (30.08) | 81,470 (53.13) | 26,294 (54.1) | |
| Drinking |
<0.0001 | |||||
| Non | 563,482 (67.07) | 589,371 (55.23) | 59,637 (53.69) | - | - | |
| Mild | 233,880 (27.84) | 477,771 (44.77) | 51,439 (46.31) | - | - | |
| Heavy | 34,779 (4.14) | - | - | 153,340 (100) | - | |
| Very heavy | 7,950 (0.95) | - | - | - | 48,600 (100) | |
| Regular exercise | 189,129 (22.51) | 205,555 (19.26) | 23,512 (21.17) | 32,014 (20.88) | 10,199 (20.99) | <0.0001 |
| CKD | 86,165 (10.26) | 110,134 (10.32) | 11,298 (10.17) | 7,658 (4.99) | 2,248 (4.63) | <0.0001 |
| CCI score ≥5 | 82,794 (9.86) | 78,647 (7.37) | 25,918 (23.33) | 8,075 (5.27) | 3,119 (6.42) | <0.0001 |
| DM stage | <0.0001 | |||||
| New onset | 310,945 (37.01) | 456,636 (42.79) | 29,611 (26.66) | 82,798 (54.00) | 24,559 (50.53) | |
| <5 years | 248,295 (29.56) | 347,113 (32.53) | 49,439 (44.51) | 42,203 (27.52) | 13,897 (28.59) | |
| ≥5 years | 280,851 (33.43) | 263,393 (24.68) | 32,026 (28.83) | 28,339 (18.48) | 10,144 (20.87) | |
| OHA ≥3 | 127,778 (15.21) | 137,118 (12.85) | 20,615 (18.56) | 14,985 (9.77) | 5,562 (11.44) | <0.0001 |
| Insulin |
71,899 (8.56) | 61,163 (5.73) | 11,895 (10.71) | 5,917 (3.86) | 2,336 (4.81) | <0.0001 |
| Hypertension | 397,239 (47.29) | 640,313 (60.00) | 73,556 (66.22) | 90,384 (58.94) | 29,376 (60.44) | <0.0001 |
| Dyslipidemia | 285,494 (33.98) | 472,069 (44.24) | 54,898 (49.42) | 58,338 (38.04) | 18,085 (37.21) | <0.0001 |
| AF | 6,179 (0.74) | 8,320 (0.78) | 1,276 (1.15) | 943 (0.61) | 355 (0.73) | <0.0001 |
| Age, yr | 57.69±12.66 | 55.67±11.98 | 56.24±10.8 | 51.58±10.45 | 52.02±10.32 | <0.0001 |
| BMI, kg/m2 | 22.68±2.33 | 26.67±3.1 | 26.45±3.2 | 25.92±3.11 | 25.88±3.29 | <0.0001 |
| Waist circumference, cm | 78.7±6.34 | 89.34±7.27 | 89.53±7.48 | 89.03±7.42 | 89.34±7.83 | <0.0001 |
| SBP, mm Hg | 125.6±15.6 | 130.66±15.46 | 129.52±15.13 | 132.36±15.53 | 133.05±16.05 | <0.0001 |
| DBP, mm Hg | 76.57±9.82 | 80.52±10.12 | 79.94±9.91 | 82.6±10.38 | 82.96±10.55 | <0.0001 |
| Fasting glucose, mg/dL | 141.57±46.66 | 148.4±46.76 | 142.73±46.37 | 153.75±46.57 | 157.34±50.14 | <0.0001 |
| Total cholesterol, mg/dL | 189.02±39.29 | 204.86±42.58 | 193.52±42.35 | 203.62±43.1 | 202.35±45.37 | <0.0001 |
| HDL-C, mg/dL | 54.98±21.77 | 49.76±21.28 | 49.94±22.77 | 53.22±23.01 | 54.03±23.71 | <0.0001 |
| LDL-C, mg/dL | 112.5±37.39 | 114.43±42.31 | 105.79±42.05 | 104.54±43.48 | 100.92±45.7 | <0.0001 |
| eGFR, mL/min/1.73 m2 | 86.13±35.41 | 85.23±36.23 | 85.95±36.67 | 90.49±38.24 | 92.21±39.63 | <0.0001 |
| Triglyceride, mg/dL | 99.85 (99.75–99.94) | 184.56 (184.39–184.73) | 171.08 (170.57–171.6) | 204.26 (203.7–204.82) | 208.46 (207.4–209.52) | <0.0001 |
| AST, IU/L | 22.28 (22.26–22.29) | 27.98 (27.95–28) | 33 (32.9–33.11) | 32.65 (32.56–32.73) | 36.23 (36.04–36.42) | <0.0001 |
| ALT, IU/L | 19.89 (19.87–19.91) | 31.23 (31.19–31.26) | 34.42 (34.29–34.55) | 33.76 (33.66–33.85) | 35.38 (35.19–35.57) | <0.0001 |
| GGT, IU/L | 21.72 (21.69–21.74) | 46.41 (46.34–46.47) | 59.65 (59.36–59.95) | 89.45 (89.1–89.8) | 110.2 (109.38–111.02) | <0.0001 |
| SLD groups | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI) | ||
|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||
| No SLD | 840,091 | 50,379 | 8,564,637.5 | 5.88 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| MASLD | 1,067,142 | 66,487 | 11,019,392.9 | 6.03 | 1.03 (1.01–1.04) | 1.14 (1.12–1.15) | 1.10 (1.08–1.11) |
| MASLD with other combined disease | 111,076 | 7,344 | 1,112,826.2 | 6.60 | 1.12 (1.10–1.15) | 1.24 (1.21–1.27) | 1.14 (1.12–1.17) |
| MetALD | 153,340 | 8,174 | 1,580,908.2 | 5.17 | 0.88 (0.86–0.90) | 1.23 (1.20–1.26) | 1.13 (1.11–1.16) |
| ALD with MD | 48,600 | 3,098 | 490,978.7 | 6.31 | 1.08 (1.04–1.12) | 1.48 (1.43–1.54) | 1.32 (1.27–1.37) |
| SLD groups & BARD score | Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI) | ||
|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||
| No SLD | 840,091 | 50,379 | 8,564,637.5 | 5.88 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| MASLD, BARD <2 | 263,438 | 13,072 | 2,788,466.5 | 4.69 | 0.79 (0.78–0.81) | 1.08 (1.06–1.11) | 1.03 (1.01–1.06) |
| MASLD, BARD ≥2 | 803,704 | 53,415 | 8,230,926.4 | 6.49 | 1.10 (1.09–1.12) | 1.15 (1.13–1.16) | 1.11 (1.10–1.13) |
| MASLD with other combined disease, BARD <2 | 25,670 | 1,407 | 268,224.1 | 5.25 | 0.89 (0.84–0.94) | 1.15 (1.09–1.21) | 1.05 (1.00–1.11) |
| MASLD with other combined disease, BARD ≥2 | 85,406 | 5,937 | 844,602.0 | 7.03 | 1.20 (1.17–1.23) | 1.26 (1.23–1.29) | 1.16 (1.13–1.20) |
| MetALD, BARD <2 | 31,275 | 1,241 | 333,853.1 | 3.72 | 0.63 (0.60–0.67) | 1.10 (1.04–1.17) | 1.00 (0.94–1.06) |
| MetALD, BARD ≥2 | 122,065 | 6,933 | 1,247,055.1 | 5.56 | 0.95 (0.92–0.97) | 1.25 (1.22–1.29) | 1.16 (1.13–1.19) |
| ALD with MD, BARD <2 | 8,323 | 391 | 88,058.8 | 4.44 | 0.75 (0.68–0.83) | 1.29 (1.17–1.42) | 1.13 (1.03–1.25) |
| ALD with MD, BARD ≥2 | 40,277 | 2,707 | 402,919.9 | 6.72 | 1.15 (1.10–1.19) | 1.51 (1.45–1.57) | 1.35 (1.30–1.40) |
| FLI | Drinking |
Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI) | ||
|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||
| FLI <30 | Non | 518,650 | 33,606 | 5,263,352.4 | 6.38 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| Mild | 216,695 | 10,048 | 2,258,031.3 | 4.45 | 0.70 (0.68–0.71) | 0.94 (0.92–0.97) | 0.94 (0.91–0.96) | |
| Heavy | 31,401 | 1,702 | 320,760.1 | 5.31 | 0.83 (0.79–0.87) | 1.17 (1.12–1.23) | 1.09 (1.04–1.14) | |
| Very heavy | 6,911 | 444 | 69,148.0 | 6.42 | 1.01 (0.92–1.11) | 1.35 (1.23–1.48) | 1.21 (1.10–1.33) | |
| 30≤ FLI <60 | Non | 370,361 | 27,459 | 3,785,755.4 | 7.25 | 1.14 (1.12–1.15) | 1.12 (1.11–1.14) | 1.09 (1.07–1.11) |
| Mild | 234,917 | 12,409 | 2,451,530.1 | 5.06 | 0.79 (0.78–0.81) | 1.05 (1.03–1.07) | 1.01 (0.99–1.03) | |
| Heavy | 51,161 | 2,870 | 527,424.5 | 5.44 | 0.85 (0.82–0.89) | 1.18 (1.13–1.23) | 1.09 (1.05–1.13) | |
| Very heavy | 13,227 | 916 | 133,728.1 | 6.85 | 1.08 (1.01–1.15) | 1.45 (1.36–1.55) | 1.29 (1.21–1.38) | |
| FLI ≥60 | Non | 219,010 | 15,142 | 2,241,943.2 | 6.75 | 1.06 (1.04–1.08) | 1.26 (1.24–1.29) | 1.19 (1.17–1.21) |
| Mild | 242,854 | 11,477 | 2,540,164.2 | 4.52 | 0.71 (0.69–0.72) | 1.17 (1.15–1.20) | 1.09 (1.06–1.11) | |
| Heavy | 83,147 | 4,117 | 864,730.8 | 4.76 | 0.75 (0.72–0.77) | 1.25 (1.21–1.29) | 1.13 (1.09–1.17) | |
| Very heavy | 27,431 | 1,575 | 281,282.3 | 5.60 | 0.88 (0.84–0.92) | 1.44 (1.36–1.51) | 1.27 (1.21–1.34) | |
| FLI | Drinking |
Number | Event | Duration, person-yr | Incidence rate, /1,000 person-yr | HR (95% CI) | ||
|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||
| FLI <30 | Non | 518,650 | 33,606 | 5,263,352.4 | 6.38 | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) |
| Mild | 216,695 | 10,048 | 2,258,031.3 | 4.45 | 0.70 (0.68–0.71) | 0.94 (0.92–0.97) | 0.94 (0.91–0.96) | |
| Heavy | 31,401 | 1,702 | 320,760.1 | 5.31 | 0.83 (0.79–0.87) | 1.17 (1.12–1.23) | 1.09 (1.04–1.14) | |
| Very heavy | 6,911 | 444 | 69,148.0 | 6.42 | 1.01 (0.92–1.11) | 1.35 (1.23–1.48) | 1.21 (1.10–1.33) | |
| 30≤ FLI <60 | Non | 370,361 | 27,459 | 3,785,755.4 | 7.25 | 1 (Ref.) | 1(Ref.) | 1(Ref.) |
| Mild | 234,917 | 12,409 | 2,451,530.1 | 5.06 | 0.70 (0.68–0.71) | 0.93 (0.91–0.96) | 0.92 (0.90–0.95) | |
| Heavy | 51,161 | 2,870 | 527,424.5 | 5.44 | 0.75 (0.72–0.78) | 1.05 (1.01–1.09) | 1.00 (0.96–1.04) | |
| Very heavy | 13,227 | 916 | 133,728.1 | 6.85 | 0.95 (0.89–1.01) | 1.29 (1.21–1.38) | 1.18 (1.11–1.27) | |
| FLI ≥60 | Non | 219,010 | 15,142 | 2,241,943.2 | 6.75 | 1 (Ref.) | 1(Ref.) | 1(Ref.) |
| Mild | 242,854 | 11,477 | 2,540,164.2 | 4.52 | 0.67 (0.65–0.69) | 0.93 (0.91–0.95) | 0.91 (0.89–0.94) | |
| Heavy | 83,147 | 4,117 | 864,730.8 | 4.76 | 0.71 (0.68–0.73) | 0.99 (0.96–1.03) | 0.95 (0.92–0.98) | |
| Very heavy | 27,431 | 1,575 | 281,282.3 | 5.60 | 0.83 (0.79–0.87) | 1.14 (1.08–1.20) | 1.07 (1.02–1.13) | |
Values are expressed as number (%), mean±standard deviation, or median (interquartile range). SLD, steatotic liver disease; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction; Q, quartile; CKD, chronic kidney disease; CCI, Charlson comorbidity index; DM, diabetes mellitus; OHA, oral hypoglycemic agent; AF, atrial fibrillation; BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; eGFR, estimated glomerular filtration rate; AST, aspartate aminotransferase; ALT, alanine aminotransferase; GGT, gamma-glutamyl transferase. Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) very heavy, ≥60 g/day for men, ≥50 g/day for women; Insulin use: Three or more prescriptions for insulin in outpatient settings and at least one prescription for insulin annually.
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation. SLD, steatotic liver disease; HR, hazard ratio; CI, confidence interval; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction. Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation. SLD, steatotic liver disease; HR, hazard ratio; CI, confidence interval; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; ALD, alcohol-related liver disease; MD, metabolic dysfunction. Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation. FLI, fatty liver index; HR, hazard ratio; CI, confidence interval. Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) very heavy, ≥60 g/day for men, ≥50 g/day for women; Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.
Model 1 included unadjusted estimates. Model 2 was adjusted for age and sex. Model 3 included additional adjustments for income, smoking status, regular exercise, Charlson comorbidity index scores, body mass index, fasting glucose, type 2 diabetes mellitus duration, insulin use, oral hypoglycemic agent use, chronic kidney disease, hypertension, dyslipidemia, and atrial fibrillation. FLI, fatty liver index; HR, hazard ratio; CI, confidence interval. Alcohol consumption: (1) non; (2) mild, <30 g/day for men, <20 g/day for women; (3) heavy, 30–60 g/day for men, 20–50 g/day for women; and (4) Very heavy, ≥60 g/day for men, ≥50 g/day for women; Results were obtained using Cox proportional hazards analysis and are presented as HRs with 95% CIs.