The in vitro demonstration of PI-PLC inhibition by vildagliptin and saxagliptin at 100 µM raises significant translational concerns due to the use of supraphysiological concentrations, which represent a 250-fold excess over therapeutic plasma levels observed in diabetic patients (≤ 0.4 µM) [3]. This methodological approach is further compromised by the absence of cell viability controls, particularly as vildagliptin induced significant reductions in SMPDL3B gene expression at this concentration—an effect that could reflect cytotoxicity rather than specific pharmacological modulation [4]. The paradoxical increase in SMPDL3B expression with linagliptin at 100 µM, attributed to structural differences, similarly lacks validation against cytotoxicity markers or stress-response assays, leaving the mechanistic interpretation ambiguous.