In COVID-19-positive participants, we found that IgG against S1 SP and IgG against RBD (r = 0.7), as well as IgM against S1 SP and IgM against RBD (r = 0.7) were strongly positively correlated (Supplementary Fig. 4a). Here, CD40LG is linked to COVID-19.