This meta-analysis included 19 studies, comprising a total of 39,136 participants and 7924 cases, and showed that type 2 diabetes risk was strongly associated with low levels of adiponectin [55]. This evidence concerns the gene ADIPOQ and type 2 diabetes mellitus.