PLoS PathogensImmunologyPeer-reviewed journal article
Non-human primate LIBRA-Seq accelerates neutralizing antibody discovery in RM vaccinated against HIV-1
Christopher T. Edwards, Aaron D. Silva TrenkleiD, Anusmita SahooiD, Kendra CruickshankiD, Sydney Nelson, Stacey A. LappiD, Nagarajan RajuiD, Thang Ton, Amanda MetziD, Emily McGhee, Faith A. Mbadugha, Tysheena P. Charles, Ankur Saini, Kiran Gill, Kathryn L. PellegriniiD, Rui KongiD, Jens WrammertiD, Amit A. UpadhyayiD, Cynthia A. DerdeyniD, Rama Rao AmaraiD, Gabriel A. KwongiD, Steven E. BosingeriD
Abstract
Broadly neutralizing antibodies (bNAbs) exhibit protective efficacy against HIV-1 infection making them an ideal archetype for HIV-1 vaccine design. Presently, no vaccine candidate has induced antibody responses capable of meaningful protection against the swathe of circulating, difficult to neutralize tier 2 HIV-1 viruses. However, the development of stabilized, native-like envelope (Env) trimers such as BG505.SOSIP.664.T332N (BG505 SOSIP) has marked a significant advancement in vaccine design, due to their ability to elicit NAbs that neutralize tier 2 viruses in rhesus macaques (RM). NAb development following envelope trimer immunization in RM remains poorly understood, with hypothesized contributions from genetic variation at the IG loci, naive B cell repertoire, and differential gene expression in B cell lineages. To address these knowledge gaps, we have developed a set of BG505 SOSIP probes capable of recovering paired clonotype identity, antigen specificity, and gene expression of B cells in a high throughput fashion. These probes were constructed by conjugating biotinylated BG505 SOSIP to streptavidin covalently linked to both sc-RNA-Seq compatible DNA oligonucleotides and flow cytometry compatible fluorophores. Using these reagents, we isolated and sequenced BG505 SOSIP specific memory B cells from the PBMCs of an RM that developed high titers of neutralizing antibodies. To benchmark the accuracy of our technology, we compared our recovered heavy and light chain sequences to those identified from the same animal using conventional methodology and recovered 100% of previously identified NAbs. We then applied this technology to recover BG505 SOSIP specific memory B cells from five additional vaccinated RMs, cloned 34 antibodies for functional characterization, and identified ten antibodies with autologous neutralizing activity. Author SummaryUnderstanding how effective antibodies arise after HIV vaccination is essential for developing a protective vaccine, yet studying these responses in non-human primates has been limited by low- throughput methods. In this study, we adapted a high-throughput single-cell sequencing approach to identify HIV envelope-specific antibodies from vaccinated rhesus macaques. This method allowed us to recover paired antibody sequences together with their antigen specificity from thousands of individual B cells. We successfully identified known neutralizing antibodies and discovered additional antibodies capable of neutralizing HIV across multiple animals. Our analysis revealed that vaccine-elicited antibody responses were dominated by a small number of expanded lineages, with shared genetic features among animals with stronger neutralization. These findings demonstrate that this approach can efficiently define the antibody repertoires generated by HIV vaccines and provide a powerful tool for evaluating and improving immunogens in preclinical vaccine studies.
- organism: non-human primate
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: cell-cell communication
- approach: deep learning
- approach: experimental assay
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- top 48%
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