GDF15 and type 2 diabetes mellitus: Despite these findings, larger epidemiological studies have not consistently confirmed a clear association between GDF15 levels and the development or persistence of T2DM, possibly due to confounding factors like body weight, age, and medication use, where, for example, metformin is known to increase GDF15 levels [11,65,66].