IGF1 and type 2 diabetes mellitus: However, subsequent similar studies found no such association,28,29 and conversely, a previous study that modeled common genetic variants in a Mendelian randomization framework inferred an adverse causal effect of higher circulating IGF-1 levels on T2D.30