TNF and COVID-19: Second, certain pro-inflammatory cytokines (IL2, IL7, IL10, GCSF, IP10, MCP1, MIP1A, and TNF) were further increased in ICU patients compared with non-ICU patients, indicating that excessive acute inflammatory responses may lead to septic shock and death in COVID-19 patients.