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. Here, IL6 is linked to cardiovascular disorder.