IL6 and major depressive disorder: However, MVMR analysis did show that adjusting the effect of smoking for IL-6 activity did significantly attenuate the estimate effect of smoking on depression, which is consistent with the hypothesis that smoking’s effects on depression are mediated through IL-6 activity; this hypothesis therefore merits further investigation.