In a different study (Mendelian randomization), the impacts of growth differentiation factor 15 (GDF-15), a potential biomarker for metformin intake was investigated on coronary heart disease, breast cancer, and CRC was evaluated [117]. This evidence concerns the gene GDF15 and breast cancer.