Analysis by this software generally involved inputting a list of 34 unique proteins from the non-diabetes group and 24 unique proteins from the prediabetes/diabetes group, from which the software then generated interaction networks, visualized protein–protein interaction (PPI) patterns (such as interaction between insulin and SLC30A8), and identified functional associations or clusters among the proteins. Here, INS is linked to prediabetes syndrome.