We have identified that elevated levels of IL-6, IL-8, and MIP-1β during SARS-CoV-2 acute infection are associated with severe COVID-19, defined by the development of ARDS or the need of invasive mechanical ventilation or ICU admission. Here, CCL4 is linked to acute respiratory distress syndrome.