Recent research fronts have increasingly focused on molecular pathways, including the senescence-associated secretory phenotype, the NLRP3 inflammasome, and epigenetic regulation.<h4>Conclusion</h4>This bibliometric analysis provides a comprehensive overview of the evolving research landscape linking T2DM and aging. This evidence concerns the gene NLRP3 and type 2 diabetes mellitus.