IL6 and serum lipopolysaccharide activity: Our second objective was to test, using structural equation models, if the relationship between endotoxemia and cardiometabolic complications was mediated by the latent (unobserved) variable inflammation inferred from the observed biomarkers CRP, TNF-α and IL-6.