ABCF1 and type 2 diabetes mellitus: 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.