| Women | |||||||||
No metabolic syndrome | Metabolic syndrome | |||||||||
M1 | M2 | M3 | M4 | M5 | M1 | M2 | M3 | M4 | M5 | |
BMI (kg/m2) | −0.18*** | 0.94*** |  |  |  | 0.20*** | 0.53*** |  |  |  |
 | [−0.27,−0.09] | [0.82,1.06] |  |  |  | [0.01,0.39] | [0.31,0.75] |  |  |  |
Body fat (%) |  | −1.41*** |  |  |  |  | −1.08*** |  |  |  |
 |  | [−1.52,−1.29] |  |  |  |  | [−1.48,−0.69] |  |  |  |
FMI (kg/m2) |  |  | −2.88*** | −3.45*** | −3.14*** |  |  | −1.59*** | −1.46*** | −1.18** |
 |  |  | [−3.10,−2.67] | [−3.74,−3.17] | [−3.42,−2.86] |  |  | [−2.20,−0.98] | [−2.12,−0.80] | [−1.84,−0.52] |
FFMI (kg/m2) | Â | Â | 3.72*** | 3.46*** | 3.21*** | Â | Â | 2.18*** | 1.80*** | 1.59*** |
 |  |  | [3.43,4.01] | [3.17,3.75] | [2.93,3.50] |  |  | [1.53,2.83] | [1.18,2.41] | [0.99,2.19] |
VAT (cm) |  |  |  | −0.68*** | −0.62*** |  |  |  | −0.89*** | −0.85*** |
 |  |  |  | [−0.98,−0.38] | [−0.91,−0.32] |  |  |  | [−1.35,−0.42] | [−1.32,−0.37] |
SAT (cm) | Â | Â | Â | 3.71*** | 3.43*** | Â | Â | Â | 4.25*** | 4.08*** |
 |  |  |  | [3.21,4.20] | [2.95,3.90] |  |  |  | [3.26,5.24] | [3.09,5.07] |
Impaired fasting glucose (yes) |  |  |  |  | −3.39*** |  |  |  |  | −1.67 |
 |  |  |  |  | [−4.65,−2.12] |  |  |  |  | [−3.87,0.54] |
High triglycerides (yes) |  |  |  |  | 0.29 |  |  |  |  | −2.09* |
 |  |  |  |  | [−2.09,1.51] |  |  |  |  | [−4.05,−0.13] |
High blood pressure (yes) |  |  |  |  | −5.92*** |  |  |  |  | −7.82*** |
 |  |  |  |  | [−6.90,−4.93] |  |  |  |  | [−10.34,−5.32] |
Low HDL cholesterol (yes) | Â | Â | Â | Â | 2.30** | Â | Â | Â | Â | 0.12 |
 |  |  |  |  | [0.87,3.73] |  |  |  |  | [1–88,2.13] |
Structured physical activity (≥ 2 h/w) |  |  |  |  | −3.03*** |  |  |  |  | −0.95 |
 |  |  |  |  | [−3.83, −2.23] |  |  |  |  | [−2.63,0.73] |
Constant | 106.17*** | 128.18*** | 68.18*** | 71.49*** | 76.17*** | 86.46*** | 121.17*** | 73.97*** | 71.54*** | 80.15*** |
 | [103,64,108.71] | [124.96,131.39] | [64.72,71.63] | [68.02,74.95] | [72.71,79.62] | [80.25,92.67] | [106.75,135.59] | [67.02,80.91] | [64.91,78.17] | [72.49,87.80] |
Observations | 5539 | 5539 | 5539 | 5539 | 5539 | 1473 | 1473 | 1473 | 1473 | 1473 |
VIF | - | 2.04 | 2.30 | 2.45 | 1.78 | - | 1.36 | 2.80 | 2.34 | 1.77 |
AIC | 46,842 | 46,267 | 46,135 | 45,864 | 45,634 | 12,636 | 12,596 | 12,584 | 12,451 | 12,405 |
 | Men | |||||||||
No metabolic syndrome | Metabolic syndrome | |||||||||
M1 | M2 | M3 | M4 | M5 | M1 | M2 | M3 | M4 | M5 | |
BMI (kg/m2) | −0.23* | 1.12*** |  |  |  | 0.47*** | 1.22*** |  |  |  |
 | [−0.44,−0.02] | [0.84,1.40] |  |  |  | [0.26,0.68] | [0.99,1.45] |  |  |  |
Body fat (%) |  | −1.35*** |  |  |  |  | −1.35*** |  |  |  |
 |  | [−1.53,−1.18] |  |  |  |  | [−1.58,−1.12] |  |  |  |
FMI (kg/m2) |  |  | −2.29*** | −2.82*** | −2.62*** |  |  | −1.42*** | −1.66*** | −1.51*** |
 |  |  | [−2.63,−1.94] | [−3.28,−2.36] | [−3.07,−2.15] |  |  | [−1.81,−1.04] | [−2.09,−1.24] | [−1.93,−1.08] |
FFMI (kg/m2) | Â | Â | 2.45*** | 1.90*** | 1.83*** | Â | Â | 2.65*** | 2.01*** | 1.94*** |
 |  |  | [2.02,2.88] | [1.45,2.35] | [1.38,2.29] |  |  | [2.24,3.06] | [1.56,2.46] | [1.50,2.40] |
VAT (cm) |  |  |  | −0.35 | −0.39 |  |  |  | −0.09 | −0.07 |
 |  |  |  | [−0.78, 0.08] | [−0.82,−0.04] |  |  |  | [−0.53,0.36] | [−0.51,0.38] |
SAT (cm) | Â | Â | Â | 4.17*** | 3.96* | Â | Â | Â | 3.64*** | 3.47*** |
 |  |  |  | [3.30,5.05] | [3.09,4.84] |  |  |  | [2.80,4.48] | [2.63,4.34] |
Impaired fasting glucose (yes) |  |  |  |  | −2.24* |  |  |  |  | −1.81 |
 |  |  |  |  | [−3.98,−0.49] |  |  |  |  | [−3.88,0.25] |
High triglycerides (yes) |  |  |  |  | −2.54 |  |  |  |  | 0.38 |
 |  |  |  |  | [−4.92,−0.16] |  |  |  |  | [−1.57,2.33] |
High blood pressure (yes) |  |  |  |  | −4.51*** |  |  |  |  | −5.03** |
 |  |  |  |  | [−6.08,−2.93] |  |  |  |  | [−7.93,−2.13] |
Low HDL cholesterol (yes) | Â | Â | Â | Â | 1.60 | Â | Â | Â | Â | 1.94* |
 |  |  |  |  | [−1.16,4.35] |  |  |  |  | [0.05,3.84] |
Structured physical activity (≥ 2 h/w) |  |  |  |  | −2.43** |  |  |  |  | −0.82 |
 |  |  |  |  | [−3.97,−0.88] |  |  |  |  | [−2.55,0.91] |
Constant | 106.17*** | 106.53*** | 69.44*** | 76.34*** | 80.81*** | 78.43*** | 99.81*** | 52.70*** | 59.37*** | 64.39*** |
 | [103,64,108.71] | [101.02,112.04] | [61.73,77.16] | [68.62,84.07] | [72.93,88.72] | [71.43,85.43] | [92.09,107.53] | [45.04,60.37] | [51.55,67.19] | [55.47,73.30] |
Observations | 1539 | 1539 | 1539 | 1539 | 1539 | 1153 | 1153 | 1153 | 1153 | 1153 |
VIF | - | 1.89 | 1.33 | 1.86 | 1.45 | - | 1.36 | 1.28 | 1.51 | 1.86 |
AIC | 12,947 | 12,729 | 12,755 | 12,652 | 12,612 | 9734 | 9612 | 9610 | 9530 | 9514 |