To perform the converse analyses, we used generalized linear modelling (GLM) to see if islet GCG expression could be predicted in donors with type 1 diabetes using RAGE ligands and downstream signaling pathways for RAGE, instead of using the expression of AGER itself. Here, AGER is linked to type 1 diabetes mellitus.