PAPPA and type 2 diabetes mellitus: In a 20-year longitudinal study with 1506 participants, after multivariable selection, PAPP-A was the only protein associated with the onset of prediabetes and type 2 diabetes (T2DM), with associations still observed at the 20-year visit [23].