By tracking the antibody repertoire of six COVID-19 patients over the course of a year, we found that the IgM and IgD antibody repertoires during the infection period and one year later showed high similarity (Supplementary Figures S4A, B). The gene discussed is CD40LG; the disease is COVID-19.