The most relevant cytokines that were significantly associated with acute respiratory distress syndrome (ARDS) by COVID-19 were: MCP-3, TNF-α, fractalkine/CX3CL1, M-CSF, and MCP-1/CCL2. Here, TNF is linked to COVID-19.