According to a study that analyzed the association between circulating cytokine and psychometric scores, TNF-α showed a positive correlation with “tinnitus loudness”, “total perceived stress”, “tension” and “depression”, but negative correlation with “joy” scores. The gene discussed is TNF; the disease is major depressive disorder.