In addition, several cancer types defined as obesity-related in our work are gastrointestinal cancers, whose presence in the gastrointestinal tract might alter GLP-1 secretion by disturbing enteroendocrine cell stimulation21. Here, GLP1R is linked to obesity due to melanocortin 4 receptor deficiency.