Importantly, when we stratified for MetS and performed the same calculations, we found that the association between low ALMBMI and high IL-6 concentrations was only robust in participants with MetS (OR 2.9 [95% CI: 1.4–5.9; p = 0.003]) but not for participants without MetS. The gene discussed is IL6; the disease is metabolic syndrome.