IL-1α, IL-1β, IL-6, and TNF-α: The Most Studied Cytokines under Sleep Loss Conditions. Human studies that evaluate sleep loss effects have focused on the correlation among inflammatory markers and metabolic and cardiovascular diseases. The gene discussed is TNF; the disease is cardiovascular disorder.