A clinical trial provided T2D patients with a diversified high-fiber diet and observed increased butyrate-producing gut bacteria, elevated fasting GLP-1 levels, and significant reductions in HbA1c levels compared to those in patients with a control diet [50]. This evidence concerns the gene GLP1R and type 2 diabetes mellitus.