| Total | The number of the presence of metabolic syndrome | p | ||||
---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | |||
No. of participants (%) | 2,885,189 (100.0) | 1,800,268 (62.4) | 428,143 (14.8) | 250,073 (8.7) | 188,847 (6.5) | 217,858 (7.6) | Â |
Age (years) | 44.54 ± 10.85 | 42.38 ± 10.39 | 46.30 ± 10.58 | 47.93 ± 10.66 | 49.11 ± 10.49 | 51.07 ± 10.16 |  < 0.001 |
Sex | |||||||
 Male | 2,058,645 (71.4) | 1,197,934 (66.5) | 337,756 (78.9) | 200,399 (80.1) | 152,483 (80.7) | 170,073 (78.1) |  < 0.001 |
 Female | 826,544 (28.7) | 602,334 (33.5) | 90,387 (21.1) | 49,674 (19.9) | 36,364 (19.3) | 47,785 (21.9) |  |
Smoking |  < 0.001 | ||||||
 Never smoker | 1,369,623 (47.5) | 938,078 (52.1) | 174,286 (40.7) | 97,977 (39.2) | 72,215 (38.2) | 87,067 (40.0) |  |
 Ex-smoker | 601,896 (20.9) | 336,101 (18.7) | 100,158 (23.4) | 61,532 (24.6) | 48,473 (25.7) | 55,632 (25.5) |  |
 Current smoker | 913,670 (31.7) | 526,089 (29.2) | 153,699 (35.9) | 90,564 (36.2) | 68,159 (36.1) | 75,159 (34.5) |  |
Alcohol consumptiona |  < 0.001 | ||||||
 Non-drinker | 1,131,332 (39.2) | 728,676 (40.5) | 156,540 (36.6) | 91,741 (36.7) | 69,234 (36.7) | 85,141 (39.1) |  |
 Mild to moderate drinker | 1,511,675 (52.4) | 947,766 (52.7) | 228,079 (53.3) | 130,842 (52.3) | 97,706 (51.7) | 107,282 (49.2) |  |
 Heavy drinker | 242,182 (8.4) | 123,826 (6.9) | 43,524 (10.2) | 27,490 (11.0) | 21,907 (11.6) | 25,435 (11.7) |  |
 Regular exerciseb | 642,402 (22.3) | 390,171 (21.7) | 98,815 (23.1) | 57,963 (23.2) | 43,981 (23.3) | 51,472 (23.6) |  < 0.001 |
 Low incomec | 579,366 (20.1) | 329,917 (18.3) | 89,519 (20.9) | 55,953 (22.4) | 43,219 (22.9) | 60,758 (27.9) |  < 0.001 |
Comorbidities | |||||||
 Diabetes mellitus | 204,495 (7.1) | 35,151 (2.0) | 28,569 (6.7) | 28,964 (11.6) | 35,968 (19.1) | 75,843 (34.8) |  < 0.001 |
 Hypertension | 597,210 (20.7) | 173,667 (9.7) | 106,689 (24.9) | 89,778 (35.9) | 88,335 (46.8) | 138,741 (63.7) |  < 0.001 |
 Dyslipidemia | 499,947 (17.3) | 177,145 (9.8) | 87,677 (20.5) | 68,089 (27.2) | 64,119 (34.0) | 102,917 (47.2) |  < 0.001 |
 PAD | 198,421 (6.9) | 76,179 (4.2) | 32,740 (7.7) | 25,468 (10.2) | 24,067 (12.7) | 39,967 (18.3) |  < 0.001 |
 COPD | 590,393 (20.5) | 344,502 (19.1) | 89,663 (20.9) | 56,012 (22.4) | 44,029 (23.3) | 56,187 (25.8) |  < 0.001 |
 MI | 37,979 (1.3) | 15,751 (0.9) | 6212 (1.5) | 4545 (1.8) | 4269 (2.3) | 7202 (3.3) |  < 0.001 |
 HF | 32,611 (1.13) | 12,590 (0.7) | 5126 (1.2) | 4122 (1.65) | 3952 (2.09) | 6821 (3.13) |  < 0.001 |
 Cancer | 42,378 (1.5) | 24,148 (1.3) | 6579 (1.5) | 4077 (1.6) | 3364 (1.8) | 4210 (1.9) |  < 0.001 |
 CKD | 56,830 (2.0) | 23,580 (1.3) | 8867 (2.1) | 7108 (2.8) | 6702 (3.6) | 10,573 (4.9) |  < 0.001 |
Laboratory findings | |||||||
 BMI (kg/m2) | 23.84 ± 3.16 | 22.72 ± 2.66 | 24.80 ± 2.75 | 25.68 ± 2.88 | 26.34 ± 3.00 | 26.91 ± 3.22 |  < 0.001 |
 Waist circumference (cm) | 80.79 ± 8.85 | 77.55 ± 7.76 | 83.72 ± 7.25 | 86.15 ± 7.40 | 87.96 ± 7.58 | 89.50 ± 8.17 |  < 0.001 |
 Systolic BP (mmHg) | 121.68 ± 13.55 | 118.11 ± 12.45 | 125.18 ± 12.66 | 127.71 ± 12.91 | 129.38 ± 13.17 | 130.65 ± 13.81 |  < 0.001 |
 Diastolic BP (mmHg) | 76.59 ± 9.48 | 74.39 ± 8.84 | 78.80 ± 8.97 | 80.37 ± 9.19 | 81.39 ± 9.44 | 81.94 ± 9.85 |  < 0.001 |
 Fasting glucose (mg/dL) | 96.7 ± 20.65 | 91.64 ± 13.28 | 98.76 ± 19.15 | 103.09 ± 23.41 | 108.24 ± 28.56 | 117.16 ± 36.52 |  < 0.001 |
 Total cholesterol (mg/dL) | 195.09 ± 35.07 | 191.10 ± 32.91 | 200.74 ± 35.66 | 203.00 ± 37.03 | 203.23 ± 38.35 | 200.80 ± 40.45 |  < 0.001 |
 HDL cholesterol (mg/dL) | 54.78 ± 14.83 | 58.13 ± 14.4 | 51.13 ± 13.84 | 49.00 ± 13.74 | 47.55 ± 13.41 | 47.08 ± 13.73 |  < 0.001 |
 LDL cholesterol (mg/dL) | 113.98 ± 32.14 | 111.91 ± 30.09 | 118.58 ± 33.16 | 118.82 ± 34.72 | 117.50 ± 35.94 | 113.46 ± 37.65 |  < 0.001 |
 eGFR (ml/min/1.73m2) | 92.75 ± 37.86 | 94.19 ± 38.14 | 91.57 ± 37.51 | 90.37 ± 37.02 | 89.73 ± 38.14 | 88.56 ± 36.24 |  < 0.001 |
 Triglyceride (mg/dL) | 135.98 ± 92.48 | 106.77 ± 64.50 | 160.86 ± 94.11 | 184.62 ± 106.67 | 201.99 ± 114.90 | 215.47 ± 126.08 |  < 0.001 |
Medication | |||||||
 Statin | 245,676 (8.5) | 56,971 (3.2) | 39,209 (9.2) | 36,314 (14.5) | 38,637 (20.5) | 74,545 (34.2) |  < 0.001 |