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. 2025 Aug 23;15:31029. doi: 10.1038/s41598-025-16750-7

Table 1.

Baseline characteristics of the study participants.

Never or former smoker Never or former smoker Current smoker Current smoker p-value
Regular exercise Irregular exercise Regular exercise Irregular exercise
Group 1 (N = 335222) Group 2 (N = 1120489) Group 3 (N = 85793) Group 4 (N = 379806)
Age, years 60.14 ± 10.61 59.74 ± 11.85 53.12 ± 10.80 51.81 ± 10.63 < 0.001
Age groups < 0.001
 < 40 10,168 (3.03) 50,374 (4.50) 8868 (10.34) 44,719 (11.77)
 40–64 208,368 (62.16) 684,597 (61.10) 64,820 (75.55) 293,442 (77.26)
 ≥ 65 116,686 (34.81) 385,518 (34.41) 12,105 (14.11) 41,645 (10.96)
Sex < 0.001
 Male 200,415 (59.79) 540,588 (48.25) 82,081 (95.67) 356,820 (93.95)
 Female 134,807 (40.21) 579,901 (51.75) 3712 (4.33) 22,986 (6.05)
BMI, kg/m2 25.11 ± 3.27 25.49 ± 3.60 25.18 ± 3.48 25.35 ± 3.69 < 0.001
BMI < 0.001
 < 18.5 3221 (0.96) 13,832 (1.23) 1113 (1.30) 6436 (1.69)
 18.5–22.9 81,882 (24.43) 250,266 (22.34) 21,157 (24.66) 90,540 (23.84)
 23.0-24.9 87,476 (26.09) 264,770 (23.63) 21,644 (25.23) 88,660 (23.34)
 25.0-29.9 138,194 (41.22) 475,922 (42.47) 34,556 (40.28) 155,071 (40.83)
 ≥ 30.0 24,449 (7.29) 115,699 (10.33) 7323 (8.54) 39,099 (10.29)
Waist circumference, cm 85.06 ± 8.58 85.85 ± 9.14 86.60 ± 8.48 87.37 ± 8.93 < 0.001
SBP, mmHg 128.52 ± 14.75 128.60 ± 15.09 127.46 ± 14.48 127.48 ± 14.73 < 0.001
DBP, mmHg 77.80 ± 9.70 78.15 ± 9.91 78.89 ± 9.97 79.40 ± 10.15 < 0.001
Fasting glucose, mg/dL 141.14 ± 40.23 144.65 ± 45.05 150.03 ± 48.20 155.09 ± 51.44 < 0.001
Total cholesterol, mg/dL 184.72 ± 42.04 188.52 ± 43.78 189.45 ± 43.13 193.35 ± 44.36 < 0.001
HDL-C, mg/dL 52.63 ± 15.10 51.71 ± 14.74 50.19 ± 14.57 49.09 ± 14.91 < 0.001
LDL-C, mg/dL 103.73 ± 37.21 106.21 ± 38.69 104.36 ± 38.42 106.63 ± 39.34 < 0.001
eGFR, mL/min/1.73 m2 89.14 ± 52.48 89.12 ± 48.60 95.51 ± 64.82 96.60 ± 64.94 < 0.001
Triglyceride, mg/dL 124.38 (124.15-124.61) 135.28 (135.14-135.42) 156.30 (155.67-156.92) 170.97 (170.64-171.29) < 0.001
Low income 66,938 (19.97) 245,621 (21.92) 16,879 (19.67) 79,926 (21.04) < 0.001
Hypertension 186,513 (55.64) 632,457 (56.44) 40,560 (47.28) 175,333 (46.16) < 0.001
Dyslipidemia 187,469 (55.92) 635,591 (56.72) 40,330 (47.01) 180,794 (47.60) < 0.001
CKD 27,628 (8.24) 103,676 (9.25) 3663 (4.27) 15,501 (4.08) < 0.001
Smoking < 0.001
 Never 214,627 (64.03) 812,517 (72.51) – –
 Former 120,595 (35.97) 307,972 (27.49) – –
 Current – – 85,793 (100) 379,806 (100)
Alcohol consumption < 0.001
 None 192,969 (57.56) 722,972 (64.52) 22,558 (26.29) 101,661 (26.77)
 Mild 117,003 (34.90) 320,738 (28.62) 46,720 (54.46) 198,024 (52.14)
 Heavy 20,344 (6.07) 60,942 (5.44) 13,005 (15.16) 62,157 (16.37)
 Excessive 4906 (1.46) 15,837 (1.41) 3510 (4.09) 17,964 (4.73)
Regular exercise 335,222 (100) – 85,793 (100) - < 0.001
CCI score, ≥5 53,406 (15.93) 179,801 (6.05) 8576 (10.00) 35,190 (9.27) < 0.001
CCI score 2.55 ± 2.00 2.52 ± 2.04 1.96 ± 1.86 1.84 ± 1.84 < 0.001
DM duration < 0.001
 New onset 94,278 (28.12) 336,855 (30.06) 34,551 (40.27) 167,361 (44.06)
 < 5 years 88,972 (26.54) 314,931 (28.11) 21,985 (25.63) 99,779 (26.27)
 5–9 years 66,867 (19.95) 217,006 (19.37) 14,449 (16.84) 59,086 (15.56)
 ≥ 10 years 85,105 (25.39) 251,697 (22.46) 14,808 (17.26) 53,580 (14.11)
OHA, ≥3 73,001 (21.78) 251,144 (22.41) 17,536 (20.44) 77,412 (20.38) < 0.001
Metformin 217,739 (64.95) 711,870 (63.53) 47,229 (55.05) 197,526 (52.01) < 0.001
Sulfonylurea 109,122 (32.55) 368,810 (32.92) 25,019 (29.16) 105,976 (27.90) < 0.001
TZD 24,145 (7.20) 82,116 (7.33) 5684 (6.63) 24,313 (6.40) < 0.001
DPP-4 inhibitor 134,201 (40.03) 438,013 (39.09) 30,219 (35.22) 128,744 (33.90) < 0.001
Meglitinide 1498 (0.45) 4765 (0.43) 257 (0.30) 980 (0.26) < 0.001
SGLT-2 inhibitor 8282 (2.47) 30,173 (2.69) 1847 (2.15) 8649 (2.28) < 0.001
GLP-1 RA 116 (0.03) 466 (0.04) 25 (0.03) 95 (0.03) < 0.001
Insulin use 22,908 (6.83) 81,450 (7.27) 4984 (5.81) 21,281 (5.60) < 0.001
SLD group < 0.001
 No Steatosis 155,140 (46.28) 455,780 (40.68) 25,509 (29.73) 95,551 (25.16)
 MASLD 154,380 (46.05) 581,741 (51.92) 44,450 (51.81) 206,230 (54.30)
 MetALD 14,686 (4.38) 47,063 (4.20) 9594 (11.18) 48,086 (12.66)
 ALD 11,016 (3.29) 35,905 (3.20) 6240 (7.27) 29,939 (7.88)

Values are presented as mean ± standard deviation (SD) or number (%).

ALD, alcohol-related liver disease; BMI, body mass index; CCI, Charlson Comorbidity Index; CKD, chronic kidney disease; DBP, diastolic blood pressure; DM, diabetes mellitus; DPP-4, dipeptidyl peptidase-4; eGFR, estimated glomerular filtration rate; GLP-1 RA, glucagon-like peptide-1 receptor agonist; HDL, high-density lipoprotein; LDL, low-density lipoprotein; MASLD, metabolic dysfunction-associated steatotic liver disease; MetALD, metabolic dysfunction and alcohol-related steatotic liver disease; OHA, oral hypoglycemic agent; SBP, systolic blood pressure; SD, standard deviation; SGLT, sodium glucose co-transporter; SLD, steatotic liver disease; TZD, thiazolidinedione.