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Revealing viral and cellular dynamics of HIV-1 at the single-cell level during early treatment periods

Otte, Fabian; Zhang, Yuepeng; Spagnuolo, Julian; Thielen, Alexander; Däumer, Martin; Wiethe, Carsten; Stoeckle, Marcel; Kusejko, Katharina; Klein, Florian; Metzner, Karin J; Klimkait, Thomas; Swiss HIV Cohort Study (2023). Revealing viral and cellular dynamics of HIV-1 at the single-cell level during early treatment periods. Cell Reports Methods, 3(6):100485.

Abstract

While combination therapy completely suppresses HIV-1 replication in blood, functional virus persists in CD4$^{+}$ T cell subsets in non-peripheral compartments that are not easily accessible. To fill this gap, we investigated tissue-homing properties of cells that transiently appear in the circulating blood. Through cell separation and in vitro stimulation, the HIV-1 "Gag and Envelope reactivation co-detection assay" (GERDA) enables sensitive detection of Gag+/Env+ protein-expressing cells down to about one cell per million using flow cytometry. By associating GERDA with proviral DNA and polyA-RNA transcripts, we corroborate the presence and functionality of HIV-1 in critical body compartments utilizing t-distributed stochastic neighbor embedding (tSNE) and density-based spatial clustering of applications with noise (DBSCAN) clustering with low viral activity in circulating cells early after diagnosis. We demonstrate transcriptional HIV-1 reactivation at any time, potentially giving rise to intact, infectious particles. With single-cell level resolution, GERDA attributes virus production to lymph-node-homing cells with central memory T cells (T$_{CM}$s) as main players, critical for HIV-1 reservoir eradication.

Additional indexing

Item Type:Journal Article, not_refereed, original work
Communities & Collections:04 Faculty of Medicine > University Hospital Zurich > Clinic for Infectious Diseases
04 Faculty of Medicine > Institute of Medical Virology
Dewey Decimal Classification:610 Medicine & health
Scopus Subject Areas:Life Sciences > Biotechnology
Life Sciences > Biochemistry
Life Sciences > Biochemistry, Genetics and Molecular Biology (miscellaneous)
Life Sciences > Genetics
Health Sciences > Radiology, Nuclear Medicine and Imaging
Physical Sciences > Computer Science Applications
Uncontrolled Keywords:DBscan; GERDA; Gag and Envelope co-detection assay; HIV-1 quantification; HIV-1 reservoir; HIV-1 reservoirs; HIV-1 viral outgrowth; HIV-1 virus dynamics; bNAbs; cell homing; tSNE
Language:English
Date:26 June 2023
Deposited On:06 Nov 2023 10:57
Last Modified:30 Aug 2024 01:36
Publisher:Cell Press (Elsevier)
ISSN:2667-2375
OA Status:Gold
Free access at:Publisher DOI. An embargo period may apply.
Publisher DOI:https://doi.org/10.1016/j.crmeth.2023.100485
PubMed ID:37426753
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  • Language: English
  • Licence: Creative Commons: Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)

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