Further, insulin is adipogenic and thus contributes to obesity whereas metformin is associated with weight loss, making it difficult to interpret whether GLP-1 receptor agonist or the comparator medication is truly altering malignancy risk. This evidence concerns the gene GLP1R and Obesity.