CSF3 and COVID-19: In conclusion, our analysis found that lead exposure is characterized by an impaired immune response to COVID-19 vaccination with diminished neutralizing antibodies and increased systemic inflammation that involves elevated levels of circulating G-CSF, IL-8, MCP-1 and MIP-1α.