Our results showed that children classified as “low leptin/IGF-1/HbA1c” had the highest probability to stay in that group whereas e.g. children from the “normal group” had a non-negligible risk of drifting into the “dyslipidemia/high leptin” group. Here, IGF1 is linked to metabolic syndrome.