Our study, through the integration of transcriptomic data and single-cell paired BCR profiles, revealed BCR repertoire changes in COVID-19 patients with severe illness, which is consistent with other studies focusing on subjects infected and/or vaccinated against SARS-CoV-2 subjects [29]. Here, BCR is linked to COVID-19.