This systematic review and meta-analysis demonstrate that probiotic and synbiotic supplementation effectively reduces inflammatory markers, including CRP, IL-6, and TNF-α, in adults with prediabetes and T2DM. Here, IL6 is linked to type 2 diabetes mellitus.