To review the influence of the GDF-15 pathway on weight loss induced by metformin, we searched for the keywords “GDF-15”, “metformin”, “weight”, “diabetes drugs” alone, or in combination in the public databases of PubMed, Google Scholar, and ClinicalTrials.gov. This evidence concerns the gene GDF15 and diabetes mellitus.