Low adiponectin levels are associated with obesity-associated cancers [147], whereas cachectic patients, especially those with gastrointestinal cancers, present with high levels of adiponectin [148,149]. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.