CD4 and COVID-19: These pathways were particularly associated with CD8+ TCM (central memory T cell), CD8+ TEM (effector memory T cell), and activated CD4+ T. We found an association between metal ion homeostasis and immune response within the T cell population during COVID-19 which indicates the involvement of housekeeping functions in the regulation of T cell immune response.