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Nat Biotechnol ; 40(3): 374-381, 2022 03.
Article in English | MEDLINE | ID: covidwho-1483138


Multimodal measurements of single-cell profiles are proving increasingly useful for characterizing cell states and regulatory mechanisms. In the present study, we developed PHAGE-ATAC (Assay for Transposase-Accessible Chromatin), a massively parallel droplet-based method that uses phage displaying, engineered, camelid single-domain antibodies ('nanobodies') for simultaneous single-cell measurements of protein levels and chromatin accessibility profiles, and mitochondrial DNA-based clonal tracing. We use PHAGE-ATAC for multimodal analysis in primary human immune cells, sample multiplexing, intracellular protein analysis and the detection of SARS-CoV-2 spike protein in human cell populations. Finally, we construct a synthetic high-complexity phage library for selection of antigen-specific nanobodies that bind cells of particular molecular profiles, opening an avenue for protein detection, cell characterization and screening with single-cell genomics.

Bacteriophages , COVID-19 , Bacteriophages/genetics , Chromatin/genetics , Humans , SARS-CoV-2 , Single-Cell Analysis/methods , Spike Glycoprotein, Coronavirus
Cell ; 184(12): 3205-3221.e24, 2021 06 10.
Article in English | MEDLINE | ID: covidwho-1201121


Monoclonal antibodies (mAbs) are a focus in vaccine and therapeutic design to counteract severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants. Here, we combined B cell sorting with single-cell VDJ and RNA sequencing (RNA-seq) and mAb structures to characterize B cell responses against SARS-CoV-2. We show that the SARS-CoV-2-specific B cell repertoire consists of transcriptionally distinct B cell populations with cells producing potently neutralizing antibodies (nAbs) localized in two clusters that resemble memory and activated B cells. Cryo-electron microscopy structures of selected nAbs from these two clusters complexed with SARS-CoV-2 spike trimers show recognition of various receptor-binding domain (RBD) epitopes. One of these mAbs, BG10-19, locks the spike trimer in a closed conformation to potently neutralize SARS-CoV-2, the recently arising mutants B.1.1.7 and B.1.351, and SARS-CoV and cross-reacts with heterologous RBDs. Together, our results characterize transcriptional differences among SARS-CoV-2-specific B cells and uncover cross-neutralizing Ab targets that will inform immunogen and therapeutic design against coronaviruses.

Antibodies, Neutralizing/immunology , B-Lymphocytes/metabolism , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology , Antibodies, Monoclonal/chemistry , Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/blood , Antibodies, Neutralizing/chemistry , Antibodies, Viral/blood , Antibodies, Viral/chemistry , Antibodies, Viral/immunology , Antigen-Antibody Complex/chemistry , Antigen-Antibody Complex/metabolism , Antigen-Antibody Reactions , B-Lymphocytes/cytology , B-Lymphocytes/virology , COVID-19/pathology , COVID-19/virology , Cryoelectron Microscopy , Crystallography, X-Ray , Gene Expression Profiling , Humans , Immunoglobulin A/immunology , Immunoglobulin Variable Region/chemistry , Immunoglobulin Variable Region/genetics , Protein Domains/immunology , Protein Multimerization , Protein Structure, Quaternary , SARS-CoV-2/isolation & purification , SARS-CoV-2/metabolism , Sequence Analysis, RNA , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/metabolism