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Proc Natl Acad Sci U S A ; 119(11): e2122954119, 2022 03 15.
Article in English | MEDLINE | ID: covidwho-1721790


SignificanceSARS-CoV-2 continues to evolve through emerging variants, more frequently observed with higher transmissibility. Despite the wide application of vaccines and antibodies, the selection pressure on the Spike protein may lead to further evolution of variants that include mutations that can evade immune response. To catch up with the virus's evolution, we introduced a deep learning approach to redesign the complementarity-determining regions (CDRs) to target multiple virus variants and obtained an antibody that broadly neutralizes SARS-CoV-2 variants.

Broadly Neutralizing Antibodies/immunology , COVID-19/immunology , SARS-CoV-2/immunology , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Broadly Neutralizing Antibodies/pharmacology , COVID-19 Vaccines/immunology , Complementarity Determining Regions , Deep Learning , Epitopes/immunology , Humans , Immunotherapy/methods , Neutralization Tests/methods , Protein Domains , SARS-CoV-2/pathogenicity , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/immunology
Immunity ; 54(6): 1304-1319.e9, 2021 06 08.
Article in English | MEDLINE | ID: covidwho-1246001


Despite mounting evidence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) engagement with immune cells, most express little, if any, of the canonical receptor of SARS-CoV-2, angiotensin-converting enzyme 2 (ACE2). Here, using a myeloid cell receptor-focused ectopic expression screen, we identified several C-type lectins (DC-SIGN, L-SIGN, LSECtin, ASGR1, and CLEC10A) and Tweety family member 2 (TTYH2) as glycan-dependent binding partners of the SARS-CoV-2 spike. Except for TTYH2, these molecules primarily interacted with spike via regions outside of the receptor-binding domain. Single-cell RNA sequencing analysis of pulmonary cells from individuals with coronavirus disease 2019 (COVID-19) indicated predominant expression of these molecules on myeloid cells. Although these receptors do not support active replication of SARS-CoV-2, their engagement with the virus induced robust proinflammatory responses in myeloid cells that correlated with COVID-19 severity. We also generated a bispecific anti-spike nanobody that not only blocked ACE2-mediated infection but also the myeloid receptor-mediated proinflammatory responses. Our findings suggest that SARS-CoV-2-myeloid receptor interactions promote immune hyperactivation, which represents potential targets for COVID-19 therapy.

COVID-19/metabolism , COVID-19/virology , Host-Pathogen Interactions , Lectins, C-Type/metabolism , Membrane Proteins/metabolism , Myeloid Cells/immunology , Myeloid Cells/metabolism , Neoplasm Proteins/metabolism , SARS-CoV-2/physiology , Angiotensin-Converting Enzyme 2/metabolism , Binding Sites , COVID-19/genetics , Cell Line , Cytokines , Gene Expression Regulation , Host-Pathogen Interactions/genetics , Host-Pathogen Interactions/immunology , Humans , Inflammation Mediators/metabolism , Lectins, C-Type/chemistry , Membrane Proteins/chemistry , Models, Molecular , Neoplasm Proteins/chemistry , Protein Binding , Protein Conformation , Single-Domain Antibodies/immunology , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/metabolism , Structure-Activity Relationship