TNF and major depressive disorder: Furthermore, although chronic treatment with DD alleviated depression-like behavior, it failed to rectify the imbalance completely because it only changed IL-6 and TNF-α levels in the serum of both anxiety models, which implied that the imbalance between pro- and anti-inflammatory cytokines was not entirely consistent with depression symptoms.