ttern of immune dysregulation in severe COVID-19 is characterized by IL-6-mediated low HLA-DR expression and lymphopenia, associated with sustained cytokine production and hyper-inflammation. Graphical Abstract Highlights • Severe COVID-19 patients display immune dysregulation or macrophage act