TNF and gestational diabetes: A previous study showed that the levels of Bifidobacterium, Lactobacillus and Bacteroides were reduced in GDM, accompanied by an imbalance in key inflammatory cytokines such as IL-6, TNF-α, and hs-CRP (Chen et al., 2022).