Some studies support the possibility that PAI-1, SAA, and CRP impair insulin signaling directly [45,46,47,48,49,50,51,135,144,153,158], whilst others believe that APPs are only correlated with T2D [54,111,211,212,213]. Here, CTSB is linked to type 2 diabetes mellitus.