However, later in the research we have determined that it was not for the duration of diabetes but for the tumor necrosis factor alpha (TNF-α) that the highest discriminant value was demonstrated in predicting the development of microangiopathy in youth with T1DM. Here, TNF is linked to type 1 diabetes mellitus.