Sleep deficiency increases the transcription of IL-6 and TNF by activating nuclear factor-kappaB (NF-κB) and then contributes to increased levels of inflammatory cytokines (eg IL-6 and TNF) throughout the day, which could finally lead to depression. The gene discussed is TNF; the disease is depressive symptom measurement.