Furthermore, exploring potential mechanisms involving TNF-α, such as its impact on serotonin regulation, tryptophan metabolism, and the HPA axis, provides valuable insights into the complex relationship between cytokines and depression. Here, TNF is linked to depressive symptom measurement.