Exploring the NG-T2D problem (see Fig. 6B), the merged dataset's decision tree presents proteins like NNRD and ABCF1 as possible biomarkers, with our dataset's analysis bringing PFKAM and ANK3 to the fore. This evidence concerns the gene ANK3 and type 2 diabetes mellitus.