Cell Host & Microbe · 2021 · 80 citations · 51 references
Veterinary MedicineImmunologyInfectious DiseasesImmunizationVaccine ImmunologyVaccinologyAntibody-mediated ProtectionHumoral ImmunityProtective ImmunityVaccinationVaccine PlatformsViral VaccinesAdaptive Immune Responses To Viral InfectionAntibody Effector MechanismsImmunogenicity Correlates Of ProtectionMechanisms Of Vaccine-induced ProtectionNeutralizing Antibody ResponsesProtective Correlates Of ImmunityRespiratory Syncytial Virus VaccinesVaccine-induced Antibody Responses
Respiratory syncytial virus (RSV) infection is a major cause of respiratory illness in infants and the elderly. Although several vaccines have been developed, none have succeeded in part due to our incomplete understanding of the correlates of immune protection. While both T cells and antibodies play a role, emerging data suggest that antibody-mediated mechanisms alone may be sufficient to provide protection. Therefore, to map the humoral correlates of immunity against RSV, antibody responses across six different vaccines were profiled in a highly controlled nonhuman primate-challenge model. Viral loads were monitored in both the upper and lower respiratory tracts, and machine learning was used to determine the vaccine platform-agnostic antibody features associated with protection. Upper respiratory control was associated with virus-specific IgA levels, neutralization, and complement activity, whereas lower respiratory control was associated with Fc-mediated effector mechanisms. These findings provide critical compartment-specific insights toward the rational development of future vaccines.
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An Introduction to Variable and Feature Selection.
2003 · 6.6K citations
An mRNA Vaccine against SARS-CoV-2 — Preliminary Report
Lisa A. Jackson, Evan J. Anderson, Nadine Rouphael et al. · New England Journal of Medicine · 2020 · 3.5K citations · Full text