Model performance was evaluated with holdout method.
Relative expression was evaluated with ΔΔCT method.
The method was evaluated with Monte Carlo simulation.
Body composition will be measured by bioelectrical impedance analysis (T0, T4, T8), physical activity will be measured using a wrist-worn accelerometer (T0, T4, T8) and autonomic nervous system function will be evaluated with spectral analysis of the heart rate variability (T0, T4, T8).
Briefly, after 12-h fasting, all individuals underwent anthropometrical evaluation including body composition evaluated by bioelectrical impedance, and a 75-g OGTT was performed with 0-, 30-, 60-, 90-, and 120-min sampling for plasma glucose and insulin.
The participant's body fat percentage was evaluated by the bioelectrical impedance analysis method (Tanita TBF-300 GS; Tanita France, Neuilly sur Seine, France).
Associations were evaluated through several methods.
Body composition was evaluated by bioelectrical impedance (BodyStat).
Height was measured with a Seca Stadiometer 208 while body mass index and body composition were evaluated via bioelectrical impedance (Tanita BC418-MA, Tokyo, Japan).
The percentage of body fat is evaluated using bioelectrical impedance analysis (Quadscan 4000 system, Bodystat, UK).
Body fat mass was evaluated by bioelectrical impedance analysis (Quadscan 4000 system; Bodystat, Beaconsfield, U.K .. Subjects were asked to maintain their usual dietary intake throughout the study.
