The five chemokines IL-8, MCP-1, MIP-3α, MIP-3β, and fractalkine were significantly associated with COVID-19 mortality in our study, and all but fractalkine were also associated with respiratory failure. This evidence concerns the gene CCL2 and respiratory failure.