The results of MVMR showed that the pathogenic relationship between H. pylori GroEL antibody and gastroduodenal ulcer in T2DM is mediated by blood glucose level and obesity, respectively. This evidence concerns the gene HSPD1 and obesity due to melanocortin 4 receptor deficiency.