TNF and depressive symptom measurement: Similarly, Chen et al. observed that adolescents with depression exhibit reduced abundance of Bifidobacterium, Escherichia, Lactobacillus, and Bacteroides, along with heightened levels of pro-inflammatory cytokines, including TNF-α, IL-1β, and IL-6 [57].