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Flow virometric sorting and analysis of HIV quasispecies from plasma
Thomas Musich, … , Robert Yarchoan, Marjorie Robert-Guroff
Thomas Musich, … , Robert Yarchoan, Marjorie Robert-Guroff
Published February 23, 2017
Citation Information: JCI Insight. 2017;2(4):e90626. https://doi.org/10.1172/jci.insight.90626.
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Research Article AIDS/HIV Virology

Flow virometric sorting and analysis of HIV quasispecies from plasma

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Abstract

Flow cytometry is utilized extensively for cellular analysis, but technical limitations have prevented its routine application for characterizing virus. The recent introduction of nanoscale fluorescence-activated cytometric cell sorting now allows analysis of individual virions. Here, we demonstrate staining and sorting of infectious HIV. Fluorescent antibodies specific for cellular molecules found on budding virions were used to label CCR5-tropic Bal HIV and CXCR4-tropic NL4.3 HIV Env-expressing pseudovirions made in THP-1 cells (monocyte/macrophage) and H9 cells (T cells), respectively. Using a flow cytometer, we resolved the stained virus beyond isotype staining and demonstrated purity and infectivity of sorted virus populations on cells with the appropriate coreceptors. We subsequently sorted infectious simian/human immunodeficiency virus from archived plasma. Recovery was approximately 0.5%, but virus present in plasma was already bound to viral-specific IgG generated in vivo, likely contributing to the low yield. Importantly, using two broadly neutralizing HIV antibodies, PG9 and VRC01, we also sorted virus from archived human plasma and analyzed the sorted populations genetically and by proteomics, identifying the quasispecies present. The ability to sort infectious HIV from clinically relevant samples provides material for detailed molecular, genetic, and proteomic analyses applicable to future design of vaccine antigens and potential development of personalized treatment regimens.

Authors

Thomas Musich, Jennifer C. Jones, Brandon F. Keele, Lisa M. Miller Jenkins, Thorsten Demberg, Thomas S. Uldrick, Robert Yarchoan, Marjorie Robert-Guroff

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Figure 7

Phylogenetic tree of sorted HIV-1 from infectious patient plasma.

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Phylogenetic tree of sorted HIV-1 from infectious patient plasma.
Molecu...
Molecular phylogenetic analysis by the maximum likelihood method was conducted on aligned input plasma and sorted PG9+, VRC01+, PG9+VRC01+, and 7B2-AAA+ populations. The evolutionary history was inferred by using the maximum likelihood method based on the Tamura-Nei model (33). The tree with the highest log likelihood (–8,368.3579) is shown. Initial tree(s) for the heuristic search were obtained automatically by applying the neighbor joining and BioNJ algorithms to a matrix of pairwise distances estimated using the maximum composite likelihood approach and then selecting the topology with superior log likelihood value. The tree is drawn to scale, with branch lengths measured in the number of substitutions per site. The analysis involved 33 nucleotide sequences. All positions containing gaps and missing data were eliminated. There were a total of 2,492 positions in the final data set. Evolutionary analyses were conducted in MEGA71 (34).

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