GLP1R and diabetes mellitus: In summary, the genetically modified EcN-GLP-1 strain demonstrates the ability to alleviate diabetes by enhancing the islet β-cell population, mitigating inflammatory reactions and apoptosis, optimizing liver lipid metabolism, and reinstating a balanced microbial diversity.