However, our findings differ from a smaller study that reported no correlation between systemic inflammation biomarkers (e.g., IL-6, IL-8, procalcitonin) and HOMA-IR in patients with severe infections, among whom 55% had pneumonia [36]. This evidence concerns the gene IL6 and pneumonia.