For overall patients with COVID-19, Wuhan strain-specific IgG and Omicron-specific IgM antibody titers are significantly increased at the later stage of the disease, while other antibody indicators do not change significantly during different stages (Fig.1F). Here, CD40LG is linked to COVID-19.