1. Discovery

Discovering Early Immune Signatures in COVID-19


Systems Serology identifies antibody features linked to disease outcomes.


Profiling hospitalized COVID-19 patients revealed distinct antibody responses: survivors showed a spike (S)-focused, functional profile, while non-survivors had nucleocapsid (N)-biased, less effective antibodies. Just five key antibody features predicted clinical trajectory, supporting early risk stratification and biomarker development. These findings highlight the importance of spike-specific functional antibodies for vaccine targeting.


  • Differentiates survivors and non-survivors using key antibody signatures
  • Links enhanced S-specific phagocytosis and complement activity to protection
  • Informs vaccine antigen selection and immune monitoring strategies