| Women | |||||||||
No metabolic syndrome | Metabolic syndrome | |||||||||
M1 | M2 | M3 | M4 | M5 | M1 | M2 | M3 | M4 | M5 | |
BMI (kg/m2) | 1.01 | 0.93*** | Â | Â | Â | 0.98* | 0.96** | Â | Â | Â |
 | [1.00,1.02] | [0.91,0.94] |  |  |  | [0.96,1.00] | [0.94,0.98] |  |  |  |
Body fat (%) |  | 1.11*** |  |  |  |  | −1.06** |  |  |  |
 |  | [1.10,1.14] |  |  |  |  | [1.02,1.11] |  |  |  |
FMI (kg/m2) |  |  | 1.24*** | 1.30*** | 1.26*** |  |  | 1.08* | −1.08* | 1.06 |
 |  |  | [1.19,1.28] | [1.24,1.36] | [1.21,1.32] |  |  | [1.01,1.15] | [1.00,1.16] | [0.98,1.14] |
FFMI (kg/m2) | Â | Â | 0.75*** | 0.76*** | 0.78*** | Â | Â | 0.88*** | 0.90** | 0.92* |
 |  |  | [0.71,0.79] | [0.72,0.80] | [0.74,0.82] |  |  | [0.82,0.94] | [0.84,0.97] | [0.85,0.98] |
VAT (cm) | Â | Â | Â | 1.10*** | 1.10*** | Â | Â | Â | 1.07* | 1.07* |
 |  |  |  | [1.05,1.15] | [1.05,1.15] |  |  |  | [1.01,1.13] | [1.01,1.13] |
SAT (cm) | Â | Â | Â | 0.67*** | 0.69*** | Â | Â | Â | 0.68*** | 0.69*** |
 |  |  |  | [0.62,0.73] | [0.63,0.74] |  |  |  | [0.60,0.77] | [0.61,0.78] |
Impaired fasting glucose (yes) | Â | Â | Â | Â | 1.38** | Â | Â | Â | Â | 1.07 |
 |  |  |  |  | [1.14,1.68] |  |  |  |  | [0.82,1.40] |
High triglycerides (yes) | Â | Â | Â | Â | 0.29 | Â | Â | Â | Â | 1.07 |
 |  |  |  |  | [0.94,1.27] |  |  |  |  | [0.84,1.37] |
High blood pressure (yes) | Â | Â | Â | Â | 1.77*** | Â | Â | Â | Â | 1.62** |
 |  |  |  |  | [1.52,2.05] |  |  |  |  | [1.17,2.24] |
Low HDL cholesterol (yes) | Â | Â | Â | Â | 0.72* | Â | Â | Â | Â | 0.95 |
 |  |  |  |  | [0.55,0.94] |  |  |  |  | [0.75,1.23] |
Structured physical activity (at least 2Â h/w) | Â | Â | Â | Â | 1.40*** | Â | Â | Â | Â | 1.23 |
 |  |  |  |  | [1.23,1.59] |  |  |  |  | [0.99,1.54] |
Observations | 5539 | 5539 | 5539 | 5539 | 5539 | 1473 | 1473 | 1473 | 1473 | 1473 |
VIF | - | 1.73 | 1.92 | 2.21 | 1.66 | - | 1.25 | 2.22 | 2.10 | 1.40 |
 | 6215 | 6063 | 6037 | 5904 | 5809 | 1979 | 1972 | 1971 | 1911 | 1905 |
 | Men | |||||||||
No metabolic syndrome | Metabolic syndrome | |||||||||
M1 | M2 | M3 | M4 | M5 | M1 | M2 | M3 | M4 | M5 | |
BMI (kg/m2) | 1.02 | 0.91*** | Â | Â | Â | 0.96** | 0.90*** | Â | Â | Â |
 | [1.00,1.05] | [0.88,0.95] |  |  |  | [0.936,0.99] | [0.87,0.93] |  |  |  |
Body fat (%) | Â | 1.12*** | Â | Â | Â | Â | 1.11*** | Â | Â | Â |
 |  | [1.09,1.16] |  |  |  |  | [1.08,1.15] |  |  |  |
FMI (kg/m2) | Â | Â | 1.21*** | 1.27*** | 1.25*** | Â | Â | 1.12*** | 1.15*** | 1.14*** |
 |  |  | [1.15,1.28] | [1.19,1.37] | [1.17,1.35] |  |  | [1.06,1.18] | [1.08,1.22] | [1.07,1.21] |
FFMI (kg/m2) | Â | Â | 0.81*** | 0.85*** | 0.85*** | Â | Â | 0.80*** | 0.83*** | 0.84*** |
 |  |  | [0.76,0.87] | [0.79,0.91] | [0.79,0.92] |  |  | [0.75,0.85] | [0.78,0.89] | [0.77,0.90] |
VAT (cm) | Â | Â | Â | 1.04 | 1.04 | Â | Â | Â | 0.99 | 0.99 |
 |  |  |  | [0.97,1.11] | [0.97,1.12] |  |  |  | [0.94,1.06] | [0.93,1.06] |
SAT (cm) | Â | Â | Â | 0.67*** | 0.68*** | Â | Â | Â | 0.72*** | 0.74*** |
 |  |  |  | [0.57,0.78] | [0.58,0.79] |  |  |  | [0.64,0.83] | [0.65,0.84] |
Impaired fasting glucose (yes) | Â | Â | Â | Â | 1.25 | Â | Â | Â | Â | 1.24 |
 |  |  |  |  | [0.94,1.66] |  |  |  |  | [0.91,1.68] |
High triglycerides (yes) | Â | Â | Â | Â | 1.43 | Â | Â | Â | Â | 1.04 |
 |  |  |  |  | [0.99,2.08] |  |  |  |  | [0.79,1.36] |
High blood pressure (yes) | Â | Â | Â | Â | 1.78*** | Â | Â | Â | Â | 1.69* |
 |  |  |  |  | [1.39,2.28] |  |  |  |  | [1.04,2.77] |
Low HDL cholesterol (yes) | Â | Â | Â | Â | 1.03 | Â | Â | Â | Â | 0.82 |
 |  |  |  |  | [0.66,1.62] |  |  |  |  | [0.62,1.07] |
Structured physical activity (at least 2Â h/w) | Â | Â | Â | Â | 1.44** | Â | Â | Â | Â | 1.07 |
 |  |  |  |  | [1.12,1.87] |  |  |  |  | [0.83,1.38] |
Observations | 1539 | 1539 | 1539 | 1539 | 1539 | 1153 | 1153 | 1153 | 1153 | 1153 |
VIF | - | 1.65 | 1.27 | 1.73 | 1.43 | - | 1.30 | 1.23 | 1.44 | 1.30 |
AIC | 1840 | 1770 | 1779 | 1741 | 1720 | 1532 | 1491 | 1488 | 1463 | 1460 |