The project concerns a study conducted on a population of large obese people with BMI> 40 of which clinical and biochemical and genetic data are available. The purpose of the study is to shed light on the genetic aspects that characterize the phenotype of the obese subject and apply analysis models that serves to better classify obese patients and predict serious outcomes.