To investigate how PFKFB3 can disguise the competitive traits of dysfunctional “loser” β-cells, we analyzed the overlap between human β-cells with bona fide “loser signature” across diabetes pathologies using the HPAP scRNA-seq and spatial transcriptomics of PFKFB3-positive β-cells from nPOD T2D pancreata. Here, PFKFB3 is linked to type 2 diabetes mellitus.