Subgroup analysis revealed that for sepsis patients characterized by progressive organ dysfunction, levels of IL-6 and IL-10 were less helpful in identifying bacterial Gram types while more strongly correlated with NPMODS but independent of baseline organ dysfunction. The gene discussed is IL6; the disease is Sepsis.