ASSESSMENT OF THE NATURAL HISTORY AND PROGNOSTIC FACTORS OF THERAPEUTIC RESPONSE IN SUB-PHENOTYPES OF PATIENTS WITH OBESITY: THE BOLOBE STUDY

The study is observational and single-center and involves (i) the establishment of a retrospective and prospective data collection, and (ii) the development of prognostic and predictive models of response to obesity therapies using statistical modeling and machine learning techniques, exclusively for research purposes. Data collection will be carried out for each patient diagnosed with obesity or overweight whose first visit to the center occurred from January 1, 2000 up to the start of the study, as well as for patients accessing the center during the subsequent 5 years, including patients who died or were lost to follow-up. With respect to the primary objective, an interim analysis is planned on the retrospective cohort only, once the collection of data already available at study start has been completed for patients with at least 5 years of follow-up. Data related to instrumental and laboratory examinations and therapeutic interventions, including pharmacological treatments and group-based educational and behavioral therapies, conducted in accordance with routine clinical practice and the most recent relevant national and international guidelines, will be extracted from the electronic health records routinely used at the study center.