In COVID-19 patients, abnormal activation of macrophages expressing M1/M2 polarization markers (CD68, CD80, CD163, and CD206) in the lung is associated with the production of cytokines, including IL-6, IL-10, and TNF-α, as indicated by previous studies (Lian et al., 2022). The gene discussed is TNF; the disease is COVID-19.